Index

_

__create_key (devices.xylo.XyloSim attribute) __in_TimedModule_init (nn.layers.FFExpSynBrian attribute) (nn.layers.FFIAFSpkInBrian attribute) (nn.layers.RecIAFSpkInBrian attribute) (nn.modules.timed_module.LayerToTimedModule attribute) (nn.modules.timed_module.TimedModuleWrapper attribute) (nn.modules.TimedModule attribute) __init__ (nn.combinators.FFwdStack attribute) (nn.combinators.Residual attribute) (nn.combinators.Sequential attribute) (nn.modules.timed_module.astimedmodule attribute) __init__() (devices.xylo.AFESamna method), [1] (devices.xylo.AFESim method), [1] (devices.xylo.DivisiveNormalisation method), [1] (devices.xylo.XyloHiddenNeurons method), [1] (devices.xylo.XyloOutputNeurons method), [1] (devices.xylo.XyloSamna method), [1] (devices.xylo.XyloSim method), [1] (graph.AliasConnection method), [1] (graph.GenericNeurons method), [1] (graph.GraphHolder method), [1] (graph.GraphModule method), [1] (graph.GraphModuleBase method), [1] (graph.GraphNode method), [1] (graph.LIFNeuronWithSynsRealValue method), [1] (graph.LinearWeights method), [1] (graph.RateNeuronWithSynsRealValue method), [1] (nn.combinators.FFwdStack method) (nn.combinators.Residual method) (nn.combinators.Sequential method) (nn.layers.FFExpSynBrian method), [1] (nn.layers.FFIAFSpkInBrian method), [1] (nn.layers.Layer method), [1] (nn.layers.RecIAFSpkInBrian method), [1] (nn.modules.aLIFTorch method), [1] (nn.modules.ButterFilter method), [1] (nn.modules.ButterMelFilter method), [1] (nn.modules.ExpSyn method), [1] (nn.modules.ExpSynJax method), [1] (nn.modules.ExpSynTorch method), [1] (nn.modules.Instant method), [1] (nn.modules.InstantJax method), [1] (nn.modules.InstantTorch method), [1] (nn.modules.JaxModule method), [1] (nn.modules.LIF method), [1] (nn.modules.LIFJax method), [1] (nn.modules.LIFNeuronTorch method), [1] (nn.modules.LIFTorch method), [1] (nn.modules.Linear method), [1] (nn.modules.LinearJax method), [1] (nn.modules.LinearTorch method), [1] (nn.modules.LogSoftmaxJax method), [1] (nn.modules.Module method), [1] (nn.modules.Rate method), [1] (nn.modules.RateJax method), [1] (nn.modules.RateTorch method), [1] (nn.modules.SoftmaxJax method), [1] (nn.modules.timed_module.astimedmodule method) (nn.modules.timed_module.LayerToTimedModule method), [1] (nn.modules.timed_module.TimedModuleWrapper method), [1] (nn.modules.TimedModule method), [1] (nn.modules.TorchModule method), [1] (nn.modules.UpDownTorch method), [1] (parameters.Parameter method), [1] (parameters.SimulationParameter method), [1] (parameters.State method), [1] (timeseries.TimeSeries method), [1] (timeseries.TSContinuous method), [1] (timeseries.TSEvent method), [1] (training.torch_loss.ParameterBoundaryRegularizer method) _abc_impl (devices.xylo.AFESamna attribute) (devices.xylo.AFESim attribute) (devices.xylo.DivisiveNormalisation attribute) (devices.xylo.XyloSamna attribute) (devices.xylo.XyloSim attribute) (nn.layers.FFExpSynBrian attribute) (nn.layers.FFIAFSpkInBrian attribute) (nn.layers.Layer attribute) (nn.layers.RecIAFSpkInBrian attribute) (nn.modules.aLIFTorch attribute) (nn.modules.ButterFilter attribute) (nn.modules.ButterMelFilter attribute) (nn.modules.ExpSyn attribute) (nn.modules.ExpSynJax attribute) (nn.modules.ExpSynTorch attribute) (nn.modules.Instant attribute) (nn.modules.InstantJax attribute) (nn.modules.InstantTorch attribute) (nn.modules.JaxModule attribute) (nn.modules.LIF attribute) (nn.modules.LIFJax attribute) (nn.modules.LIFNeuronTorch attribute) (nn.modules.LIFTorch attribute) (nn.modules.Linear attribute) (nn.modules.LinearJax attribute) (nn.modules.LinearTorch attribute) (nn.modules.LogSoftmaxJax attribute) (nn.modules.Module attribute) (nn.modules.Rate attribute) (nn.modules.RateJax attribute) (nn.modules.RateTorch attribute) (nn.modules.SoftmaxJax attribute) (nn.modules.timed_module.LayerToTimedModule attribute) (nn.modules.timed_module.TimedModuleWrapper attribute) (nn.modules.TimedModule attribute) (nn.modules.TorchModule attribute) (nn.modules.UpDownTorch attribute) _apply() (nn.modules.aLIFTorch method) (nn.modules.ExpSynTorch method) (nn.modules.InstantTorch method) (nn.modules.LIFNeuronTorch method) (nn.modules.LIFTorch method) (nn.modules.LinearTorch method) (nn.modules.RateTorch method) (nn.modules.TorchModule method) (nn.modules.UpDownTorch method) _asdict() (devices.xylo.xylo_devkit_utils.XyloAllRam method) (devices.xylo.xylo_devkit_utils.XyloState method) _auto_batch() (devices.xylo.AFESamna method) (devices.xylo.AFESim method) (devices.xylo.DivisiveNormalisation method) (devices.xylo.XyloSamna method) (devices.xylo.XyloSim method) (nn.modules.aLIFTorch method) (nn.modules.ButterFilter method) (nn.modules.ButterMelFilter method) (nn.modules.ExpSyn method) (nn.modules.ExpSynJax method) (nn.modules.ExpSynTorch method) (nn.modules.Instant method) (nn.modules.InstantJax method) (nn.modules.InstantTorch method) (nn.modules.JaxModule method) (nn.modules.LIF method) (nn.modules.LIFJax method) (nn.modules.LIFNeuronTorch method) (nn.modules.LIFTorch method) (nn.modules.Linear method) (nn.modules.LinearJax method) (nn.modules.LinearTorch method) (nn.modules.LogSoftmaxJax method) (nn.modules.Module method) (nn.modules.Rate method) (nn.modules.RateJax method) (nn.modules.RateTorch method) (nn.modules.SoftmaxJax method) (nn.modules.TorchModule method) (nn.modules.UpDownTorch method) _butter_bandpass() (devices.xylo.AFESim method) _butter_bandpass_filter() (devices.xylo.AFESim method) _butter_highpass() (devices.xylo.AFESim method) _butter_highpass_filter() (devices.xylo.AFESim method) _call_impl() (nn.modules.aLIFTorch method) (nn.modules.ExpSynTorch method) (nn.modules.InstantTorch method) (nn.modules.LIFNeuronTorch method) (nn.modules.LIFTorch method) (nn.modules.LinearTorch method) (nn.modules.RateTorch method) (nn.modules.TorchModule method) (nn.modules.UpDownTorch method) _check_input_dims() (nn.layers.Layer method) _compatible_shape() (timeseries.TSContinuous method) _configure_accel_time_mode() (devices.xylo.XyloSamna method) _convert_from() (devices.xylo.XyloHiddenNeurons class method) (devices.xylo.XyloOutputNeurons class method) (graph.AliasConnection class method) (graph.GenericNeurons class method) (graph.GraphModule class method) (graph.LIFNeuronWithSynsRealValue class method) (graph.LinearWeights class method) (graph.RateNeuronWithSynsRealValue class method) _create_interpolator() (timeseries.TSContinuous method) _determine_timesteps() (nn.layers.FFExpSynBrian method) (nn.layers.FFIAFSpkInBrian method) (nn.layers.Layer method) (nn.layers.RecIAFSpkInBrian method) (nn.modules.timed_module.LayerToTimedModule method) (nn.modules.timed_module.TimedModuleWrapper method) (nn.modules.TimedModule method) _device (devices.xylo.XyloSamna attribute) _dot() (nn.modules.Linear static method) (nn.modules.LinearJax static method) _evolve_manual() (devices.xylo.XyloSamna method) _evolve_manual_allram() (devices.xylo.XyloSamna method) _evolve_manual_ram_register() (devices.xylo.XyloSamna method) _evolve_wrapper() (nn.layers.FFExpSynBrian method) (nn.layers.FFIAFSpkInBrian method) (nn.layers.RecIAFSpkInBrian method) (nn.modules.timed_module.LayerToTimedModule method) (nn.modules.timed_module.TimedModuleWrapper method) (nn.modules.TimedModule method) _expand_to_net_size() (nn.layers.Layer method) _expand_to_shape() (nn.layers.Layer method) _expand_to_size() (nn.layers.Layer method) _expand_to_weight_size() (nn.layers.Layer method) _extra_repr() (nn.modules.LinearTorch method) _factory() (devices.xylo.XyloHiddenNeurons class method) (devices.xylo.XyloOutputNeurons class method) (graph.AliasConnection class method) (graph.GenericNeurons class method) (graph.GraphHolder class method) (graph.GraphModule class method) (graph.GraphModuleBase class method) (graph.LIFNeuronWithSynsRealValue class method) (graph.LinearWeights class method) (graph.RateNeuronWithSynsRealValue class method) _force_set_attributes (devices.xylo.AFESamna attribute) (devices.xylo.AFESim attribute) (devices.xylo.DivisiveNormalisation attribute) (devices.xylo.XyloSamna attribute) (devices.xylo.XyloSim attribute) (nn.layers.FFExpSynBrian attribute) (nn.layers.FFIAFSpkInBrian attribute) (nn.layers.RecIAFSpkInBrian attribute) (nn.modules.aLIFTorch attribute) (nn.modules.ButterFilter attribute) (nn.modules.ButterMelFilter attribute) (nn.modules.ExpSyn attribute) (nn.modules.ExpSynJax attribute) (nn.modules.ExpSynTorch attribute) (nn.modules.Instant attribute) (nn.modules.InstantJax attribute) (nn.modules.InstantTorch attribute) (nn.modules.JaxModule attribute) (nn.modules.LIF attribute) (nn.modules.LIFJax attribute) (nn.modules.LIFNeuronTorch attribute) (nn.modules.LIFTorch attribute) (nn.modules.Linear attribute) (nn.modules.LinearJax attribute) (nn.modules.LinearTorch attribute) (nn.modules.LogSoftmaxJax attribute) (nn.modules.Module attribute) (nn.modules.Rate attribute) (nn.modules.RateJax attribute) (nn.modules.RateTorch attribute) (nn.modules.SoftmaxJax attribute) (nn.modules.timed_module.LayerToTimedModule attribute) (nn.modules.timed_module.TimedModuleWrapper attribute) (nn.modules.TimedModule attribute) (nn.modules.TorchModule attribute) (nn.modules.UpDownTorch attribute) _gen_time_trace() (nn.layers.FFExpSynBrian method) (nn.layers.FFIAFSpkInBrian method) (nn.layers.Layer method) (nn.layers.RecIAFSpkInBrian method) (nn.modules.timed_module.LayerToTimedModule method) (nn.modules.timed_module.TimedModuleWrapper method) (nn.modules.TimedModule method) _gen_timeseries() (nn.layers.FFExpSynBrian method) (nn.layers.FFIAFSpkInBrian method) (nn.layers.RecIAFSpkInBrian method) (nn.modules.timed_module.LayerToTimedModule method) (nn.modules.timed_module.TimedModuleWrapper method) (nn.modules.TimedModule method) _gen_tscontinuous() (nn.layers.FFExpSynBrian method) (nn.layers.FFIAFSpkInBrian method) (nn.layers.RecIAFSpkInBrian method) (nn.modules.timed_module.LayerToTimedModule method) (nn.modules.timed_module.TimedModuleWrapper method) (nn.modules.TimedModule method) _gen_tsevent() (nn.layers.FFExpSynBrian method) (nn.layers.FFIAFSpkInBrian method) (nn.layers.RecIAFSpkInBrian method) (nn.modules.timed_module.LayerToTimedModule method) (nn.modules.timed_module.TimedModuleWrapper method) (nn.modules.TimedModule method) _generate_chunks() (nn.modules.ButterFilter static method) (nn.modules.ButterMelFilter static method) _generateNoise() (devices.xylo.AFESim method) _get_attribute_family() (devices.xylo.AFESamna method) (devices.xylo.AFESim method) (devices.xylo.DivisiveNormalisation method) (devices.xylo.XyloSamna method) (devices.xylo.XyloSim method) (nn.layers.FFExpSynBrian method) (nn.layers.FFIAFSpkInBrian method) (nn.layers.RecIAFSpkInBrian method) (nn.modules.aLIFTorch method) (nn.modules.ButterFilter method) (nn.modules.ButterMelFilter method) (nn.modules.ExpSyn method) (nn.modules.ExpSynJax method) (nn.modules.ExpSynTorch method) (nn.modules.Instant method) (nn.modules.InstantJax method) (nn.modules.InstantTorch method) (nn.modules.JaxModule method) (nn.modules.LIF method) (nn.modules.LIFJax method) (nn.modules.LIFNeuronTorch method) (nn.modules.LIFTorch method) (nn.modules.Linear method) (nn.modules.LinearJax method) (nn.modules.LinearTorch method) (nn.modules.LogSoftmaxJax method) (nn.modules.Module method) (nn.modules.Rate method) (nn.modules.RateJax method) (nn.modules.RateTorch method) (nn.modules.SoftmaxJax method) (nn.modules.timed_module.LayerToTimedModule method) (nn.modules.timed_module.TimedModuleWrapper method) (nn.modules.TimedModule method) (nn.modules.TorchModule method) (nn.modules.UpDownTorch method) _get_attribute_registry() (devices.xylo.AFESamna method) (devices.xylo.AFESim method) (devices.xylo.DivisiveNormalisation method) (devices.xylo.XyloSamna method) (devices.xylo.XyloSim method) (nn.layers.FFExpSynBrian method) (nn.layers.FFIAFSpkInBrian method) (nn.layers.RecIAFSpkInBrian method) (nn.modules.aLIFTorch method) (nn.modules.ButterFilter method) (nn.modules.ButterMelFilter method) (nn.modules.ExpSyn method) (nn.modules.ExpSynJax method) (nn.modules.ExpSynTorch method) (nn.modules.Instant method) (nn.modules.InstantJax method) (nn.modules.InstantTorch method) (nn.modules.JaxModule method) (nn.modules.LIF method) (nn.modules.LIFJax method) (nn.modules.LIFNeuronTorch method) (nn.modules.LIFTorch method) (nn.modules.Linear method) (nn.modules.LinearJax method) (nn.modules.LinearTorch method) (nn.modules.LogSoftmaxJax method) (nn.modules.Module method) (nn.modules.Rate method) (nn.modules.RateJax method) (nn.modules.RateTorch method) (nn.modules.SoftmaxJax method) (nn.modules.timed_module.LayerToTimedModule method) (nn.modules.timed_module.TimedModuleWrapper method) (nn.modules.TimedModule method) (nn.modules.TorchModule method) (nn.modules.UpDownTorch method) _get_backward_hooks() (nn.modules.aLIFTorch method) (nn.modules.ExpSynTorch method) (nn.modules.InstantTorch method) (nn.modules.LIFNeuronTorch method) (nn.modules.LIFTorch method) (nn.modules.LinearTorch method) (nn.modules.RateTorch method) (nn.modules.TorchModule method) (nn.modules.UpDownTorch method) _get_name() (nn.modules.aLIFTorch method) (nn.modules.ExpSynTorch method) (nn.modules.InstantTorch method) (nn.modules.LIFNeuronTorch method) (nn.modules.LIFTorch method) (nn.modules.LinearTorch method) (nn.modules.RateTorch method) (nn.modules.TorchModule method) (nn.modules.UpDownTorch method) _has_registered_attribute() (devices.xylo.AFESamna method) (devices.xylo.AFESim method) (devices.xylo.DivisiveNormalisation method) (devices.xylo.XyloSamna method) (devices.xylo.XyloSim method) (nn.layers.FFExpSynBrian method) (nn.layers.FFIAFSpkInBrian method) (nn.layers.RecIAFSpkInBrian method) (nn.modules.aLIFTorch method) (nn.modules.ButterFilter method) (nn.modules.ButterMelFilter method) (nn.modules.ExpSyn method) (nn.modules.ExpSynJax method) (nn.modules.ExpSynTorch method) (nn.modules.Instant method) (nn.modules.InstantJax method) (nn.modules.InstantTorch method) (nn.modules.JaxModule method) (nn.modules.LIF method) (nn.modules.LIFJax method) (nn.modules.LIFNeuronTorch method) (nn.modules.LIFTorch method) (nn.modules.Linear method) (nn.modules.LinearJax method) (nn.modules.LinearTorch method) (nn.modules.LogSoftmaxJax method) (nn.modules.Module method) (nn.modules.Rate method) (nn.modules.RateJax method) (nn.modules.RateTorch method) (nn.modules.SoftmaxJax method) (nn.modules.timed_module.LayerToTimedModule method) (nn.modules.timed_module.TimedModuleWrapper method) (nn.modules.TimedModule method) (nn.modules.TorchModule method) (nn.modules.UpDownTorch method) _HP_filt (devices.xylo.AFESim attribute) _in_Module_init (devices.xylo.AFESamna attribute) (devices.xylo.AFESim attribute) (devices.xylo.DivisiveNormalisation attribute) (devices.xylo.XyloSamna attribute) (devices.xylo.XyloSim attribute) (nn.layers.FFExpSynBrian attribute) (nn.layers.FFIAFSpkInBrian attribute) (nn.layers.RecIAFSpkInBrian attribute) (nn.modules.aLIFTorch attribute) (nn.modules.ButterFilter attribute) (nn.modules.ButterMelFilter attribute) (nn.modules.ExpSyn attribute) (nn.modules.ExpSynJax attribute) (nn.modules.ExpSynTorch attribute) (nn.modules.Instant attribute) (nn.modules.InstantJax attribute) (nn.modules.InstantTorch attribute) (nn.modules.JaxModule attribute) (nn.modules.LIF attribute) (nn.modules.LIFJax attribute) (nn.modules.LIFNeuronTorch attribute) (nn.modules.LIFTorch attribute) (nn.modules.Linear attribute) (nn.modules.LinearJax attribute) (nn.modules.LinearTorch attribute) (nn.modules.LogSoftmaxJax attribute) (nn.modules.Module attribute) (nn.modules.Rate attribute) (nn.modules.RateJax attribute) (nn.modules.RateTorch attribute) (nn.modules.SoftmaxJax attribute) (nn.modules.timed_module.LayerToTimedModule attribute) (nn.modules.timed_module.TimedModuleWrapper attribute) (nn.modules.TimedModule attribute) (nn.modules.TorchModule attribute) (nn.modules.UpDownTorch attribute) _init_synapse_windows() (nn.modules.ExpSyn method) _interpolate() (timeseries.TSContinuous method) _is_child (nn.layers.FFExpSynBrian attribute) (nn.layers.FFIAFSpkInBrian attribute) (nn.layers.RecIAFSpkInBrian attribute) (nn.modules.timed_module.LayerToTimedModule attribute) (nn.modules.timed_module.TimedModuleWrapper attribute) (nn.modules.TimedModule attribute) _is_full_backward_hook (nn.modules.aLIFTorch attribute) (nn.modules.ExpSynTorch attribute) (nn.modules.InstantTorch attribute) (nn.modules.LIFNeuronTorch attribute) (nn.modules.LIFTorch attribute) (nn.modules.LinearTorch attribute) (nn.modules.RateTorch attribute) (nn.modules.TorchModule attribute) (nn.modules.UpDownTorch attribute) _last_input (devices.xylo.AFESim attribute) _last_record_mode (devices.xylo.XyloSamna attribute) _load_from_state_dict() (nn.modules.aLIFTorch method) (nn.modules.ExpSynTorch method) (nn.modules.InstantTorch method) (nn.modules.LIFNeuronTorch method) (nn.modules.LIFTorch method) (nn.modules.LinearTorch method) (nn.modules.RateTorch method) (nn.modules.TorchModule method) (nn.modules.UpDownTorch method) _low_pass_overflow_protect() (devices.xylo.DivisiveNormalisation method) _low_pass_underflow_protect() (devices.xylo.DivisiveNormalisation method) _make() (devices.xylo.xylo_devkit_utils.XyloAllRam class method) (devices.xylo.xylo_devkit_utils.XyloState class method) _mask_duplicate_time_points() (timeseries.TSContinuous static method) _matching_channels() (timeseries.TSEvent method)

_maybe_warn_non_full_backward_hook() (nn.modules.aLIFTorch method) (nn.modules.ExpSynTorch method) (nn.modules.InstantTorch method) (nn.modules.LIFNeuronTorch method) (nn.modules.LIFTorch method) (nn.modules.LinearTorch method) (nn.modules.RateTorch method) (nn.modules.TorchModule method) (nn.modules.UpDownTorch method) _module (nn.layers.FFExpSynBrian attribute) (nn.layers.FFIAFSpkInBrian attribute) (nn.layers.RecIAFSpkInBrian attribute) (nn.modules.timed_module.LayerToTimedModule attribute) _modulo_period() (timeseries.TimeSeries method) (timeseries.TSContinuous method) (timeseries.TSEvent method) _name (devices.xylo.AFESamna attribute) (devices.xylo.AFESim attribute) (devices.xylo.DivisiveNormalisation attribute) (devices.xylo.XyloSamna attribute) (devices.xylo.XyloSim attribute) (nn.layers.FFExpSynBrian attribute) (nn.layers.FFIAFSpkInBrian attribute) (nn.layers.RecIAFSpkInBrian attribute) (nn.modules.aLIFTorch attribute) (nn.modules.ButterFilter attribute) (nn.modules.ButterMelFilter attribute) (nn.modules.ExpSyn attribute) (nn.modules.ExpSynJax attribute) (nn.modules.ExpSynTorch attribute) (nn.modules.Instant attribute) (nn.modules.InstantJax attribute) (nn.modules.InstantTorch attribute) (nn.modules.JaxModule attribute) (nn.modules.LIF attribute) (nn.modules.LIFJax attribute) (nn.modules.LIFNeuronTorch attribute) (nn.modules.LIFTorch attribute) (nn.modules.Linear attribute) (nn.modules.LinearJax attribute) (nn.modules.LinearTorch attribute) (nn.modules.LogSoftmaxJax attribute) (nn.modules.Module attribute) (nn.modules.Rate attribute) (nn.modules.RateJax attribute) (nn.modules.RateTorch attribute) (nn.modules.SoftmaxJax attribute) (nn.modules.timed_module.LayerToTimedModule attribute) (nn.modules.timed_module.TimedModuleWrapper attribute) (nn.modules.TimedModule attribute) (nn.modules.TorchModule attribute) (nn.modules.UpDownTorch attribute) _named_members() (nn.modules.aLIFTorch method) (nn.modules.ExpSynTorch method) (nn.modules.InstantTorch method) (nn.modules.LIFNeuronTorch method) (nn.modules.LIFTorch method) (nn.modules.LinearTorch method) (nn.modules.RateTorch method) (nn.modules.TorchModule method) (nn.modules.UpDownTorch method) _parent_dt_factor (nn.layers.FFExpSynBrian attribute) (nn.layers.FFIAFSpkInBrian attribute) (nn.layers.RecIAFSpkInBrian attribute) (nn.modules.timed_module.LayerToTimedModule attribute) (nn.modules.timed_module.TimedModuleWrapper attribute) (nn.modules.TimedModule attribute) _prepare_input() (nn.layers.FFExpSynBrian method) (nn.layers.FFIAFSpkInBrian method) (nn.layers.Layer method) (nn.layers.RecIAFSpkInBrian method) (nn.modules.timed_module.LayerToTimedModule method) (nn.modules.timed_module.TimedModuleWrapper method) (nn.modules.TimedModule method) _prepare_input_continuous() (nn.layers.FFExpSynBrian method) (nn.layers.FFIAFSpkInBrian method) (nn.layers.Layer method) (nn.layers.RecIAFSpkInBrian method) (nn.modules.timed_module.LayerToTimedModule method) (nn.modules.timed_module.TimedModuleWrapper method) (nn.modules.TimedModule method) _prepare_input_events() (nn.layers.FFExpSynBrian method) (nn.layers.FFIAFSpkInBrian method) (nn.layers.Layer method) (nn.layers.RecIAFSpkInBrian method) (nn.modules.timed_module.LayerToTimedModule method) (nn.modules.timed_module.TimedModuleWrapper method) (nn.modules.TimedModule method) _process_filters() (nn.modules.ButterFilter static method) (nn.modules.ButterMelFilter static method) _register_attribute() (devices.xylo.AFESamna method) (devices.xylo.AFESim method) (devices.xylo.DivisiveNormalisation method) (devices.xylo.XyloSamna method) (devices.xylo.XyloSim method) (nn.layers.FFExpSynBrian method) (nn.layers.FFIAFSpkInBrian method) (nn.layers.RecIAFSpkInBrian method) (nn.modules.aLIFTorch method) (nn.modules.ButterFilter method) (nn.modules.ButterMelFilter method) (nn.modules.ExpSyn method) (nn.modules.ExpSynJax method) (nn.modules.ExpSynTorch method) (nn.modules.Instant method) (nn.modules.InstantJax method) (nn.modules.InstantTorch method) (nn.modules.JaxModule method) (nn.modules.LIF method) (nn.modules.LIFJax method) (nn.modules.LIFNeuronTorch method) (nn.modules.LIFTorch method) (nn.modules.Linear method) (nn.modules.LinearJax method) (nn.modules.LinearTorch method) (nn.modules.LogSoftmaxJax method) (nn.modules.Module method) (nn.modules.Rate method) (nn.modules.RateJax method) (nn.modules.RateTorch method) (nn.modules.SoftmaxJax method) (nn.modules.timed_module.LayerToTimedModule method) (nn.modules.timed_module.TimedModuleWrapper method) (nn.modules.TimedModule method) (nn.modules.TorchModule method) (nn.modules.UpDownTorch method) _register_load_state_dict_pre_hook() (nn.modules.aLIFTorch method) (nn.modules.ExpSynTorch method) (nn.modules.InstantTorch method) (nn.modules.LIFNeuronTorch method) (nn.modules.LIFTorch method) (nn.modules.LinearTorch method) (nn.modules.RateTorch method) (nn.modules.TorchModule method) (nn.modules.UpDownTorch method) _register_module() (devices.xylo.AFESamna method) (devices.xylo.AFESim method) (devices.xylo.DivisiveNormalisation method) (devices.xylo.XyloSamna method) (devices.xylo.XyloSim method) (nn.layers.FFExpSynBrian method) (nn.layers.FFIAFSpkInBrian method) (nn.layers.RecIAFSpkInBrian method) (nn.modules.aLIFTorch method) (nn.modules.ButterFilter method) (nn.modules.ButterMelFilter method) (nn.modules.ExpSyn method) (nn.modules.ExpSynJax method) (nn.modules.ExpSynTorch method) (nn.modules.Instant method) (nn.modules.InstantJax method) (nn.modules.InstantTorch method) (nn.modules.JaxModule method) (nn.modules.LIF method) (nn.modules.LIFJax method) (nn.modules.LIFNeuronTorch method) (nn.modules.LIFTorch method) (nn.modules.Linear method) (nn.modules.LinearJax method) (nn.modules.LinearTorch method) (nn.modules.LogSoftmaxJax method) (nn.modules.Module method) (nn.modules.Rate method) (nn.modules.RateJax method) (nn.modules.RateTorch method) (nn.modules.SoftmaxJax method) (nn.modules.timed_module.LayerToTimedModule method) (nn.modules.timed_module.TimedModuleWrapper method) (nn.modules.TimedModule method) (nn.modules.TorchModule method) (nn.modules.UpDownTorch method) _register_state_dict_hook() (nn.modules.aLIFTorch method) (nn.modules.ExpSynTorch method) (nn.modules.InstantTorch method) (nn.modules.LIFNeuronTorch method) (nn.modules.LIFTorch method) (nn.modules.LinearTorch method) (nn.modules.RateTorch method) (nn.modules.TorchModule method) (nn.modules.UpDownTorch method) _replace() (devices.xylo.xylo_devkit_utils.XyloAllRam method) (devices.xylo.xylo_devkit_utils.XyloState method) _replicate_for_data_parallel() (nn.modules.aLIFTorch method) (nn.modules.ExpSynTorch method) (nn.modules.InstantTorch method) (nn.modules.LIFNeuronTorch method) (nn.modules.LIFTorch method) (nn.modules.LinearTorch method) (nn.modules.RateTorch method) (nn.modules.TorchModule method) (nn.modules.UpDownTorch method) _reset_attribute() (devices.xylo.AFESamna method) (devices.xylo.AFESim method) (devices.xylo.DivisiveNormalisation method) (devices.xylo.XyloSamna method) (devices.xylo.XyloSim method) (nn.layers.FFExpSynBrian method) (nn.layers.FFIAFSpkInBrian method) (nn.layers.RecIAFSpkInBrian method) (nn.modules.aLIFTorch method) (nn.modules.ButterFilter method) (nn.modules.ButterMelFilter method) (nn.modules.ExpSyn method) (nn.modules.ExpSynJax method) (nn.modules.ExpSynTorch method) (nn.modules.Instant method) (nn.modules.InstantJax method) (nn.modules.InstantTorch method) (nn.modules.JaxModule method) (nn.modules.LIF method) (nn.modules.LIFJax method) (nn.modules.LIFNeuronTorch method) (nn.modules.LIFTorch method) (nn.modules.Linear method) (nn.modules.LinearJax method) (nn.modules.LinearTorch method) (nn.modules.LogSoftmaxJax method) (nn.modules.Module method) (nn.modules.Rate method) (nn.modules.RateJax method) (nn.modules.RateTorch method) (nn.modules.SoftmaxJax method) (nn.modules.timed_module.LayerToTimedModule method) (nn.modules.timed_module.TimedModuleWrapper method) (nn.modules.TimedModule method) (nn.modules.TorchModule method) (nn.modules.UpDownTorch method) _rockpool_pytree_registry (nn.modules.ExpSynJax attribute) (nn.modules.InstantJax attribute) (nn.modules.JaxModule attribute) (nn.modules.LIFJax attribute) (nn.modules.LinearJax attribute) (nn.modules.LogSoftmaxJax attribute) (nn.modules.RateJax attribute) (nn.modules.SoftmaxJax attribute) _samples (timeseries.TSContinuous attribute) _sampling_signal() (devices.xylo.AFESim method) _save_to_state_dict() (nn.modules.aLIFTorch method) (nn.modules.ExpSynTorch method) (nn.modules.InstantTorch method) (nn.modules.LIFNeuronTorch method) (nn.modules.LIFTorch method) (nn.modules.LinearTorch method) (nn.modules.RateTorch method) (nn.modules.TorchModule method) (nn.modules.UpDownTorch method) _set_dt() (nn.layers.FFExpSynBrian method) (nn.layers.FFIAFSpkInBrian method) (nn.layers.RecIAFSpkInBrian method) (nn.modules.timed_module.LayerToTimedModule method) (nn.modules.timed_module.TimedModuleWrapper method) (nn.modules.TimedModule method) _shape (devices.xylo.AFESamna attribute) (devices.xylo.AFESim attribute) (devices.xylo.DivisiveNormalisation attribute) (devices.xylo.XyloSamna attribute) (devices.xylo.XyloSim attribute) (nn.layers.FFExpSynBrian attribute) (nn.layers.FFIAFSpkInBrian attribute) (nn.layers.RecIAFSpkInBrian attribute) (nn.modules.aLIFTorch attribute) (nn.modules.ButterFilter attribute) (nn.modules.ButterMelFilter attribute) (nn.modules.ExpSyn attribute) (nn.modules.ExpSynJax attribute) (nn.modules.ExpSynTorch attribute) (nn.modules.Instant attribute) (nn.modules.InstantJax attribute) (nn.modules.InstantTorch attribute) (nn.modules.JaxModule attribute) (nn.modules.LIF attribute) (nn.modules.LIFJax attribute) (nn.modules.LIFNeuronTorch attribute) (nn.modules.LIFTorch attribute) (nn.modules.Linear attribute) (nn.modules.LinearJax attribute) (nn.modules.LinearTorch attribute) (nn.modules.LogSoftmaxJax attribute) (nn.modules.Module attribute) (nn.modules.Rate attribute) (nn.modules.RateJax attribute) (nn.modules.RateTorch attribute) (nn.modules.SoftmaxJax attribute) (nn.modules.timed_module.LayerToTimedModule attribute) (nn.modules.timed_module.TimedModuleWrapper attribute) (nn.modules.TimedModule attribute) (nn.modules.TorchModule attribute) (nn.modules.UpDownTorch attribute) _slow_forward() (nn.modules.aLIFTorch method) (nn.modules.ExpSynTorch method) (nn.modules.InstantTorch method) (nn.modules.LIFNeuronTorch method) (nn.modules.LIFTorch method) (nn.modules.LinearTorch method) (nn.modules.RateTorch method) (nn.modules.TorchModule method) (nn.modules.UpDownTorch method) _spiking_input (devices.xylo.AFESamna attribute) (devices.xylo.AFESim attribute) (devices.xylo.DivisiveNormalisation attribute) (devices.xylo.XyloSamna attribute) (devices.xylo.XyloSim attribute) (nn.layers.FFExpSynBrian attribute) (nn.layers.FFIAFSpkInBrian attribute) (nn.layers.RecIAFSpkInBrian attribute) (nn.modules.aLIFTorch attribute) (nn.modules.ButterFilter attribute) (nn.modules.ButterMelFilter attribute) (nn.modules.ExpSyn attribute) (nn.modules.ExpSynJax attribute) (nn.modules.ExpSynTorch attribute) (nn.modules.Instant attribute) (nn.modules.InstantJax attribute) (nn.modules.InstantTorch attribute) (nn.modules.JaxModule attribute) (nn.modules.LIF attribute) (nn.modules.LIFJax attribute) (nn.modules.LIFNeuronTorch attribute) (nn.modules.LIFTorch attribute) (nn.modules.Linear attribute) (nn.modules.LinearJax attribute) (nn.modules.LinearTorch attribute) (nn.modules.LogSoftmaxJax attribute) (nn.modules.Module attribute) (nn.modules.Rate attribute) (nn.modules.RateJax attribute) (nn.modules.RateTorch attribute) (nn.modules.SoftmaxJax attribute) (nn.modules.timed_module.LayerToTimedModule attribute) (nn.modules.timed_module.TimedModuleWrapper attribute) (nn.modules.TimedModule attribute) (nn.modules.TorchModule attribute) (nn.modules.UpDownTorch attribute) _spiking_output (devices.xylo.AFESamna attribute) (devices.xylo.AFESim attribute) (devices.xylo.DivisiveNormalisation attribute) (devices.xylo.XyloSamna attribute) (devices.xylo.XyloSim attribute) (nn.layers.FFExpSynBrian attribute) (nn.layers.FFIAFSpkInBrian attribute) (nn.layers.RecIAFSpkInBrian attribute) (nn.modules.aLIFTorch attribute) (nn.modules.ButterFilter attribute) (nn.modules.ButterMelFilter attribute) (nn.modules.ExpSyn attribute) (nn.modules.ExpSynJax attribute) (nn.modules.ExpSynTorch attribute) (nn.modules.Instant attribute) (nn.modules.InstantJax attribute) (nn.modules.InstantTorch attribute) (nn.modules.JaxModule attribute) (nn.modules.LIF attribute) (nn.modules.LIFJax attribute) (nn.modules.LIFNeuronTorch attribute) (nn.modules.LIFTorch attribute) (nn.modules.Linear attribute) (nn.modules.LinearJax attribute) (nn.modules.LinearTorch attribute) (nn.modules.LogSoftmaxJax attribute) (nn.modules.Module attribute) (nn.modules.Rate attribute) (nn.modules.RateJax attribute) (nn.modules.RateTorch attribute) (nn.modules.SoftmaxJax attribute) (nn.modules.timed_module.LayerToTimedModule attribute) (nn.modules.timed_module.TimedModuleWrapper attribute) (nn.modules.TimedModule attribute) (nn.modules.TorchModule attribute) (nn.modules.UpDownTorch attribute) _submodulenames (devices.xylo.AFESamna attribute) (devices.xylo.AFESim attribute) (devices.xylo.DivisiveNormalisation attribute) (devices.xylo.XyloSamna attribute) (devices.xylo.XyloSim attribute) (nn.layers.FFExpSynBrian attribute) (nn.layers.FFIAFSpkInBrian attribute) (nn.layers.RecIAFSpkInBrian attribute) (nn.modules.aLIFTorch attribute) (nn.modules.ButterFilter attribute) (nn.modules.ButterMelFilter attribute) (nn.modules.ExpSyn attribute) (nn.modules.ExpSynJax attribute) (nn.modules.ExpSynTorch attribute) (nn.modules.Instant attribute) (nn.modules.InstantJax attribute) (nn.modules.InstantTorch attribute) (nn.modules.JaxModule attribute) (nn.modules.LIF attribute) (nn.modules.LIFJax attribute) (nn.modules.LIFNeuronTorch attribute) (nn.modules.LIFTorch attribute) (nn.modules.Linear attribute) (nn.modules.LinearJax attribute) (nn.modules.LinearTorch attribute) (nn.modules.LogSoftmaxJax attribute) (nn.modules.Module attribute) (nn.modules.Rate attribute) (nn.modules.RateJax attribute) (nn.modules.RateTorch attribute) (nn.modules.SoftmaxJax attribute) (nn.modules.timed_module.LayerToTimedModule attribute) (nn.modules.timed_module.TimedModuleWrapper attribute) (nn.modules.TimedModule attribute) (nn.modules.TorchModule attribute) (nn.modules.UpDownTorch attribute) _t (nn.layers.Layer property) _terminate() (nn.modules.ButterFilter method) (nn.modules.ButterMelFilter method) _timestep (nn.layers.FFExpSynBrian attribute) (nn.layers.FFIAFSpkInBrian attribute) (nn.layers.RecIAFSpkInBrian attribute) (nn.modules.timed_module.LayerToTimedModule attribute) (nn.modules.timed_module.TimedModuleWrapper attribute) (nn.modules.TimedModule attribute) _tree_flatten() (parameters.Parameter method) (parameters.SimulationParameter method) (parameters.State method) _tree_unflatten() (parameters.Parameter class method) (parameters.SimulationParameter class method) (parameters.State class method) _version (devices.xylo.AFESamna property) (nn.modules.aLIFTorch attribute) (nn.modules.ExpSynTorch attribute) (nn.modules.InstantTorch attribute) (nn.modules.LIFNeuronTorch attribute) (nn.modules.LIFTorch attribute) (nn.modules.LinearTorch attribute) (nn.modules.RateTorch attribute) (nn.modules.TorchModule attribute) (nn.modules.UpDownTorch attribute) _vmem_rec (nn.modules.LIFNeuronTorch attribute) _wrap_recorded_state() (devices.xylo.AFESamna method) (devices.xylo.AFESim method) (devices.xylo.DivisiveNormalisation method) (devices.xylo.XyloSamna method) (devices.xylo.XyloSim method) (nn.layers.FFExpSynBrian method) (nn.layers.FFIAFSpkInBrian method) (nn.layers.RecIAFSpkInBrian method) (nn.modules.aLIFTorch method) (nn.modules.ButterFilter method) (nn.modules.ButterMelFilter method) (nn.modules.ExpSyn method) (nn.modules.ExpSynJax method) (nn.modules.ExpSynTorch method) (nn.modules.Instant method) (nn.modules.InstantJax method) (nn.modules.InstantTorch method) (nn.modules.JaxModule method) (nn.modules.LIF method) (nn.modules.LIFJax method) (nn.modules.LIFNeuronTorch method) (nn.modules.LIFTorch method) (nn.modules.Linear method) (nn.modules.LinearJax method) (nn.modules.LinearTorch method) (nn.modules.LogSoftmaxJax method) (nn.modules.Module method) (nn.modules.Rate method) (nn.modules.RateJax method) (nn.modules.RateTorch method) (nn.modules.SoftmaxJax method) (nn.modules.timed_module.LayerToTimedModule method) (nn.modules.timed_module.TimedModuleWrapper method) (nn.modules.TimedModule method) (nn.modules.TorchModule method) (nn.modules.UpDownTorch method) _xylo_layer (devices.xylo.XyloSim attribute)

A

act_fn (nn.modules.RateJax attribute) (nn.modules.RateTorch attribute) activation_fn (nn.modules.LogSoftmaxJax attribute) (nn.modules.SoftmaxJax attribute) add_input() (devices.xylo.XyloHiddenNeurons method) (devices.xylo.XyloOutputNeurons method) (graph.AliasConnection method) (graph.GenericNeurons method) (graph.GraphHolder method) (graph.GraphModule method) (graph.GraphModuleBase method) (graph.LIFNeuronWithSynsRealValue method) (graph.LinearWeights method) (graph.RateNeuronWithSynsRealValue method) add_module() (nn.modules.aLIFTorch method) (nn.modules.ExpSynTorch method) (nn.modules.InstantTorch method) (nn.modules.LIFNeuronTorch method) (nn.modules.LIFTorch method) (nn.modules.LinearTorch method) (nn.modules.RateTorch method) (nn.modules.TorchModule method) (nn.modules.UpDownTorch method) add_noise (devices.xylo.AFESim attribute) add_output() (devices.xylo.XyloHiddenNeurons method) (devices.xylo.XyloOutputNeurons method) (graph.AliasConnection method) (graph.GenericNeurons method) (graph.GraphHolder method) (graph.GraphModule method) (graph.GraphModuleBase method) (graph.LIFNeuronWithSynsRealValue method) (graph.LinearWeights method) (graph.RateNeuronWithSynsRealValue method) add_sink() (graph.GraphNode method) add_source() (graph.GraphNode method) advance_time_step() (in module devices.xylo.xylo_devkit_utils) adversarial_loss() (in module training.adversarial_jax), [1] AFESamna (class in devices.xylo) AFESim (class in devices.xylo) AliasConnection (class in graph) aLIFTorch (class in nn.modules) alpha (nn.modules.aLIFTorch property) (nn.modules.LIFTorch property) append_c() (timeseries.TSContinuous method) (timeseries.TSEvent method) append_t() (timeseries.TSContinuous method) (timeseries.TSEvent method) apply() (nn.modules.aLIFTorch method) (nn.modules.ExpSynTorch method) (nn.modules.InstantTorch method) (nn.modules.LIFNeuronTorch method) (nn.modules.LIFTorch method) (nn.modules.LinearTorch method) (nn.modules.RateTorch method) (nn.modules.TorchModule method) (nn.modules.UpDownTorch method) apply_configuration() (in module devices.xylo.xylo_devkit_utils) approx_limit_times (timeseries.TSContinuous property) as_graph() (devices.xylo.AFESamna method) (devices.xylo.AFESim method) (devices.xylo.DivisiveNormalisation method) (devices.xylo.XyloSamna method) (devices.xylo.XyloSim method) (nn.layers.FFExpSynBrian method) (nn.layers.FFIAFSpkInBrian method) (nn.layers.RecIAFSpkInBrian method) (nn.modules.aLIFTorch method) (nn.modules.ButterFilter method) (nn.modules.ButterMelFilter method) (nn.modules.ExpSyn method) (nn.modules.ExpSynJax method) (nn.modules.ExpSynTorch method) (nn.modules.Instant method) (nn.modules.InstantJax method) (nn.modules.InstantTorch method) (nn.modules.JaxModule method) (nn.modules.LIF method) (nn.modules.LIFJax method) (nn.modules.LIFNeuronTorch method) (nn.modules.LIFTorch method) (nn.modules.Linear method) (nn.modules.LinearJax method) (nn.modules.LinearTorch method) (nn.modules.LogSoftmaxJax method) (nn.modules.Module method) (nn.modules.Rate method) (nn.modules.RateJax method) (nn.modules.RateTorch method) (nn.modules.SoftmaxJax method) (nn.modules.timed_module.LayerToTimedModule method) (nn.modules.timed_module.TimedModuleWrapper method) (nn.modules.TimedModule method) (nn.modules.TorchModule method) (nn.modules.UpDownTorch method)

as_GraphHolder() (in module graph.graph_base) astimedmodule (class in nn.modules.timed_module) attributes_named() (devices.xylo.AFESamna method) (devices.xylo.AFESim method) (devices.xylo.DivisiveNormalisation method) (devices.xylo.XyloSamna method) (devices.xylo.XyloSim method) (nn.layers.FFExpSynBrian method) (nn.layers.FFIAFSpkInBrian method) (nn.layers.RecIAFSpkInBrian method) (nn.modules.aLIFTorch method) (nn.modules.ButterFilter method) (nn.modules.ButterMelFilter method) (nn.modules.ExpSyn method) (nn.modules.ExpSynJax method) (nn.modules.ExpSynTorch method) (nn.modules.Instant method) (nn.modules.InstantJax method) (nn.modules.InstantTorch method) (nn.modules.JaxModule method) (nn.modules.LIF method) (nn.modules.LIFJax method) (nn.modules.LIFNeuronTorch method) (nn.modules.LIFTorch method) (nn.modules.Linear method) (nn.modules.LinearJax method) (nn.modules.LinearTorch method) (nn.modules.LogSoftmaxJax method) (nn.modules.Module method) (nn.modules.Rate method) (nn.modules.RateJax method) (nn.modules.RateTorch method) (nn.modules.SoftmaxJax method) (nn.modules.timed_module.LayerToTimedModule method) (nn.modules.timed_module.TimedModuleWrapper method) (nn.modules.TimedModule method) (nn.modules.TorchModule method) (nn.modules.UpDownTorch method)

B

bag_graph() (in module graph.utils) bandwidth (nn.modules.ButterFilter attribute) beta (nn.modules.aLIFTorch property) (nn.modules.LIFTorch property) beyond_range_exception (timeseries.TSContinuous property) bfloat16() (nn.modules.aLIFTorch method) (nn.modules.ExpSynTorch method) (nn.modules.InstantTorch method) (nn.modules.LIFNeuronTorch method) (nn.modules.LIFTorch method) (nn.modules.LinearTorch method) (nn.modules.RateTorch method) (nn.modules.TorchModule method) (nn.modules.UpDownTorch method) bias (devices.xylo.XyloHiddenNeurons attribute) (devices.xylo.XyloOutputNeurons attribute) (graph.LIFNeuronWithSynsRealValue attribute) (graph.RateNeuronWithSynsRealValue attribute) (nn.modules.aLIFTorch attribute) (nn.modules.LIF attribute) (nn.modules.LIFJax attribute) (nn.modules.LIFNeuronTorch attribute) (nn.modules.LIFTorch attribute) (nn.modules.Linear attribute) (nn.modules.LinearJax attribute) (nn.modules.LinearTorch attribute) (nn.modules.Rate attribute) (nn.modules.RateJax attribute) (nn.modules.RateTorch attribute)

biases (graph.LinearWeights attribute) bits_counter (devices.xylo.DivisiveNormalisation attribute) bits_lfsr (devices.xylo.DivisiveNormalisation attribute) bits_lowpass (devices.xylo.DivisiveNormalisation attribute) bits_shift_lowpass (devices.xylo.DivisiveNormalisation attribute) blocking_read() (in module devices.xylo.xylo_devkit_utils) bounds_cost() (in module training.jax_loss) BPF_FC_SHIFT (devices.xylo.AFESim attribute) bpf_offset (devices.xylo.AFESim attribute) buffers() (nn.modules.aLIFTorch method) (nn.modules.ExpSynTorch method) (nn.modules.InstantTorch method) (nn.modules.LIFNeuronTorch method) (nn.modules.LIFTorch method) (nn.modules.LinearTorch method) (nn.modules.RateTorch method) (nn.modules.TorchModule method) (nn.modules.UpDownTorch method) ButterFilter (class in nn.modules) ButterMelFilter (class in nn.modules) bws (devices.xylo.AFESim attribute)

C

C_IAF (devices.xylo.AFESim attribute) channels (timeseries.TSEvent property) children() (nn.modules.aLIFTorch method) (nn.modules.ExpSynTorch method) (nn.modules.InstantTorch method) (nn.modules.LIFNeuronTorch method) (nn.modules.LIFTorch method) (nn.modules.LinearTorch method) (nn.modules.RateTorch method) (nn.modules.TorchModule method) (nn.modules.UpDownTorch method) class_name (devices.xylo.AFESamna property) (devices.xylo.AFESim property) (devices.xylo.DivisiveNormalisation property) (devices.xylo.XyloSamna property) (devices.xylo.XyloSim property) (nn.layers.FFExpSynBrian property) (nn.layers.FFIAFSpkInBrian property) (nn.layers.Layer property) (nn.layers.RecIAFSpkInBrian property) (nn.modules.aLIFTorch property) (nn.modules.ButterFilter property) (nn.modules.ButterMelFilter property) (nn.modules.ExpSyn property) (nn.modules.ExpSynJax property) (nn.modules.ExpSynTorch property) (nn.modules.Instant property) (nn.modules.InstantJax property) (nn.modules.InstantTorch property) (nn.modules.JaxModule property) (nn.modules.LIF property) (nn.modules.LIFJax property) (nn.modules.LIFNeuronTorch property) (nn.modules.LIFTorch property) (nn.modules.Linear property) (nn.modules.LinearJax property) (nn.modules.LinearTorch property) (nn.modules.LogSoftmaxJax property) (nn.modules.Module property) (nn.modules.Rate property) (nn.modules.RateJax property) (nn.modules.RateTorch property) (nn.modules.SoftmaxJax property) (nn.modules.timed_module.LayerToTimedModule property) (nn.modules.timed_module.TimedModuleWrapper property) (nn.modules.TimedModule property) (nn.modules.TorchModule property) (nn.modules.UpDownTorch property) clear_inputs() (devices.xylo.XyloHiddenNeurons method) (devices.xylo.XyloOutputNeurons method) (graph.AliasConnection method) (graph.GenericNeurons method) (graph.GraphHolder method) (graph.GraphModule method) (graph.GraphModuleBase method) (graph.LIFNeuronWithSynsRealValue method) (graph.LinearWeights method) (graph.RateNeuronWithSynsRealValue method)

clear_outputs() (devices.xylo.XyloHiddenNeurons method) (devices.xylo.XyloOutputNeurons method) (graph.AliasConnection method) (graph.GenericNeurons method) (graph.GraphHolder method) (graph.GraphModule method) (graph.GraphModuleBase method) (graph.LIFNeuronWithSynsRealValue method) (graph.LinearWeights method) (graph.RateNeuronWithSynsRealValue method) clip() (timeseries.TSContinuous method) (timeseries.TSEvent method) code_lfsr (devices.xylo.DivisiveNormalisation attribute) computational_module (devices.xylo.XyloHiddenNeurons attribute) (devices.xylo.XyloOutputNeurons attribute) (graph.AliasConnection attribute) (graph.GenericNeurons attribute) (graph.GraphHolder attribute) (graph.GraphModule attribute) (graph.GraphModuleBase attribute) (graph.LIFNeuronWithSynsRealValue attribute) (graph.LinearWeights attribute) (graph.RateNeuronWithSynsRealValue attribute) concatenate_t() (timeseries.TimeSeries class method) (timeseries.TSContinuous class method) (timeseries.TSEvent class method) config (devices.xylo.XyloSamna property) (devices.xylo.XyloSim attribute) config_from_specification() (in module devices.xylo) configure_accel_time_mode() (in module devices.xylo.xylo_devkit_utils) configure_single_step_time_mode() (in module devices.xylo.xylo_devkit_utils) connect_modules() (in module graph.utils) Constant() (in module parameters) contains() (timeseries.TimeSeries method) (timeseries.TSContinuous method) (timeseries.TSEvent method) copy() (timeseries.TimeSeries method) (timeseries.TSContinuous method) (timeseries.TSEvent method) cpu() (nn.modules.aLIFTorch method) (nn.modules.ExpSynTorch method) (nn.modules.InstantTorch method) (nn.modules.LIFNeuronTorch method) (nn.modules.LIFTorch method) (nn.modules.LinearTorch method) (nn.modules.RateTorch method) (nn.modules.TorchModule method) (nn.modules.UpDownTorch method) cuda() (nn.modules.aLIFTorch method) (nn.modules.ExpSynTorch method) (nn.modules.InstantTorch method) (nn.modules.LIFNeuronTorch method) (nn.modules.LIFTorch method) (nn.modules.LinearTorch method) (nn.modules.RateTorch method) (nn.modules.TorchModule method) (nn.modules.UpDownTorch method) cutoff_fs (nn.modules.ButterFilter attribute) (nn.modules.ButterMelFilter attribute)

D

dash_mem (devices.xylo.XyloHiddenNeurons attribute) (devices.xylo.XyloOutputNeurons attribute) dash_syn (devices.xylo.XyloHiddenNeurons attribute) (devices.xylo.XyloOutputNeurons attribute) decode_accel_mode_data() (in module devices.xylo.xylo_devkit_utils) decode_memory_read_events() (in module devices.xylo.xylo_devkit_utils) delay() (timeseries.TimeSeries method) (timeseries.TSContinuous method) (timeseries.TSEvent method) devices.xylo module devices.xylo.syns61201 module devices.xylo.syns61300 module devices.xylo.syns65300 module devices.xylo.xylo_devkit_utils module DIGITAL_COUNTER (devices.xylo.AFESim attribute) DISTORTION (devices.xylo.AFESim attribute) DivisiveNormalisation (class in devices.xylo) double() (nn.modules.aLIFTorch method) (nn.modules.ExpSynTorch method) (nn.modules.InstantTorch method) (nn.modules.LIFNeuronTorch method) (nn.modules.LIFTorch method) (nn.modules.LinearTorch method) (nn.modules.RateTorch method) (nn.modules.TorchModule method) (nn.modules.UpDownTorch method) dt (devices.xylo.AFESim property) (devices.xylo.DivisiveNormalisation attribute) (devices.xylo.XyloHiddenNeurons attribute) (devices.xylo.XyloOutputNeurons attribute) (devices.xylo.XyloSamna attribute) (devices.xylo.XyloSim attribute) (graph.LIFNeuronWithSynsRealValue attribute) (graph.RateNeuronWithSynsRealValue attribute) (nn.layers.FFExpSynBrian attribute) (nn.layers.FFIAFSpkInBrian attribute) (nn.layers.Layer property) (nn.layers.RecIAFSpkInBrian attribute) (nn.modules.aLIFTorch attribute) (nn.modules.ExpSyn attribute) (nn.modules.ExpSynJax attribute) (nn.modules.ExpSynTorch attribute) (nn.modules.LIF attribute) (nn.modules.LIFJax attribute) (nn.modules.LIFNeuronTorch attribute) (nn.modules.LIFTorch attribute) (nn.modules.Rate attribute) (nn.modules.RateJax attribute) (nn.modules.RateTorch attribute) (nn.modules.timed_module.LayerToTimedModule attribute) (nn.modules.timed_module.TimedModuleWrapper attribute) (nn.modules.TimedModule attribute)

dump_patches (nn.modules.aLIFTorch attribute) (nn.modules.ExpSynTorch attribute) (nn.modules.InstantTorch attribute) (nn.modules.LIFNeuronTorch attribute) (nn.modules.LIFTorch attribute) (nn.modules.LinearTorch attribute) (nn.modules.RateTorch attribute) (nn.modules.TorchModule attribute) (nn.modules.UpDownTorch attribute) duration (timeseries.TimeSeries property) (timeseries.TSContinuous property) (timeseries.TSEvent property)

E

E_frame_counter (devices.xylo.DivisiveNormalisation attribute) eval() (nn.modules.aLIFTorch method) (nn.modules.ExpSynTorch method) (nn.modules.InstantTorch method) (nn.modules.LIFNeuronTorch method) (nn.modules.LIFTorch method) (nn.modules.LinearTorch method) (nn.modules.RateTorch method) (nn.modules.TorchModule method) (nn.modules.UpDownTorch method) evolve() (devices.xylo.AFESamna method) (devices.xylo.AFESim method) (devices.xylo.DivisiveNormalisation method) (devices.xylo.XyloSamna method) (devices.xylo.XyloSim method) (nn.layers.FFExpSynBrian method) (nn.layers.FFIAFSpkInBrian method) (nn.layers.Layer method) (nn.layers.RecIAFSpkInBrian method) (nn.modules.aLIFTorch method) (nn.modules.ButterFilter method) (nn.modules.ButterMelFilter method) (nn.modules.ExpSyn method) (nn.modules.ExpSynJax method) (nn.modules.ExpSynTorch method) (nn.modules.Instant method) (nn.modules.InstantJax method) (nn.modules.InstantTorch method) (nn.modules.JaxModule method) (nn.modules.LIF method) (nn.modules.LIFJax method) (nn.modules.LIFNeuronTorch method) (nn.modules.LIFTorch method) (nn.modules.Linear method) (nn.modules.LinearJax method) (nn.modules.LinearTorch method) (nn.modules.LogSoftmaxJax method) (nn.modules.Module method) (nn.modules.Rate method) (nn.modules.RateJax method) (nn.modules.RateTorch method) (nn.modules.SoftmaxJax method) (nn.modules.timed_module.LayerToTimedModule method) (nn.modules.timed_module.TimedModuleWrapper method) (nn.modules.TimedModule method) (nn.modules.TorchModule method) (nn.modules.UpDownTorch method)

export_allram_state() (in module devices.xylo.xylo_devkit_utils) export_config() (in module devices.xylo.xylo_devkit_utils) export_frozen_state() (in module devices.xylo.xylo_devkit_utils) export_last_state() (in module devices.xylo.xylo_devkit_utils) export_registers() (in module devices.xylo.xylo_devkit_utils) export_temporal_state() (in module devices.xylo.xylo_devkit_utils) ExpSyn (class in nn.modules) ExpSynJax (class in nn.modules) ExpSynTorch (class in nn.modules) extra_repr() (nn.modules.aLIFTorch method) (nn.modules.ExpSynTorch method) (nn.modules.InstantTorch method) (nn.modules.LIFNeuronTorch method) (nn.modules.LIFTorch method) (nn.modules.LinearTorch method) (nn.modules.RateTorch method) (nn.modules.TorchModule method) (nn.modules.UpDownTorch method)

F

F_CORNER_HIGHPASS (devices.xylo.AFESim attribute) f_factor (devices.xylo.AFESim attribute) FC1 (devices.xylo.AFESim attribute) FC_MIS_MATCH (devices.xylo.AFESim attribute) fc_mismatch (devices.xylo.AFESim attribute) fcs (devices.xylo.AFESim attribute) FFExpSynBrian (class in nn.layers) FFIAFSpkInBrian (class in nn.layers) FFwdStack (class in nn.combinators) fill_value (timeseries.TSContinuous property) find_modules_of_subclass() (in module graph.utils) find_recurrent_modules() (in module graph.utils) find_xylo_boards() (in module devices.xylo.xylo_devkit_utils) float() (nn.modules.aLIFTorch method) (nn.modules.ExpSynTorch method) (nn.modules.InstantTorch method) (nn.modules.LIFNeuronTorch method) (nn.modules.LIFTorch method) (nn.modules.LinearTorch method) (nn.modules.RateTorch method) (nn.modules.TorchModule method) (nn.modules.UpDownTorch method) forward() (nn.modules.aLIFTorch method) (nn.modules.ExpSynTorch method) (nn.modules.InstantTorch method) (nn.modules.LIFNeuronTorch method) (nn.modules.LIFTorch method) (nn.modules.LinearTorch method) (nn.modules.RateTorch method) (nn.modules.TorchModule method) (nn.modules.UpDownTorch method) (training.torch_loss.ParameterBoundaryRegularizer method) frame_dt (devices.xylo.DivisiveNormalisation attribute) frequency (nn.modules.ButterFilter attribute) from_clocked() (timeseries.TSContinuous static method) from_config() (devices.xylo.XyloSim class method) from_raster() (timeseries.TSEvent static method) from_specification() (devices.xylo.XyloSim class method) from_torch() (nn.modules.aLIFTorch class method) (nn.modules.ExpSynTorch class method) (nn.modules.InstantTorch class method) (nn.modules.LIFNeuronTorch class method) (nn.modules.LIFTorch class method) (nn.modules.LinearTorch class method) (nn.modules.RateTorch class method) (nn.modules.TorchModule class method) (nn.modules.UpDownTorch class method)

Fs (devices.xylo.AFESim attribute) fs (nn.modules.ButterFilter attribute) (nn.modules.ButterMelFilter attribute) full_name (devices.xylo.AFESamna property) (devices.xylo.AFESim property) (devices.xylo.DivisiveNormalisation property) (devices.xylo.XyloSamna property) (devices.xylo.XyloSim property) (nn.layers.FFExpSynBrian property) (nn.layers.FFIAFSpkInBrian property) (nn.layers.RecIAFSpkInBrian property) (nn.modules.aLIFTorch property) (nn.modules.ButterFilter property) (nn.modules.ButterMelFilter property) (nn.modules.ExpSyn property) (nn.modules.ExpSynJax property) (nn.modules.ExpSynTorch property) (nn.modules.Instant property) (nn.modules.InstantJax property) (nn.modules.InstantTorch property) (nn.modules.JaxModule property) (nn.modules.LIF property) (nn.modules.LIFJax property) (nn.modules.LIFNeuronTorch property) (nn.modules.LIFTorch property) (nn.modules.Linear property) (nn.modules.LinearJax property) (nn.modules.LinearTorch property) (nn.modules.LogSoftmaxJax property) (nn.modules.Module property) (nn.modules.Rate property) (nn.modules.RateJax property) (nn.modules.RateTorch property) (nn.modules.SoftmaxJax property) (nn.modules.timed_module.LayerToTimedModule property) (nn.modules.timed_module.TimedModuleWrapper property) (nn.modules.TimedModule property) (nn.modules.TorchModule property) (nn.modules.UpDownTorch property)

G

gamma (nn.modules.aLIFTorch property) generate_read_memory_events() (in module devices.xylo.xylo_devkit_utils) GenericNeurons (class in graph) get_buffer() (nn.modules.aLIFTorch method) (nn.modules.ExpSynTorch method) (nn.modules.InstantTorch method) (nn.modules.LIFNeuronTorch method) (nn.modules.LIFTorch method) (nn.modules.LinearTorch method) (nn.modules.RateTorch method) (nn.modules.TorchModule method) (nn.modules.UpDownTorch method) get_current_timestamp() (in module devices.xylo.xylo_devkit_utils) get_extra_state() (nn.modules.aLIFTorch method) (nn.modules.ExpSynTorch method) (nn.modules.InstantTorch method) (nn.modules.LIFNeuronTorch method) (nn.modules.LIFTorch method) (nn.modules.LinearTorch method) (nn.modules.RateTorch method) (nn.modules.TorchModule method) (nn.modules.UpDownTorch method) get_parameter() (nn.modules.aLIFTorch method) (nn.modules.ExpSynTorch method) (nn.modules.InstantTorch method) (nn.modules.LIFNeuronTorch method) (nn.modules.LIFTorch method) (nn.modules.LinearTorch method) (nn.modules.RateTorch method) (nn.modules.TorchModule method) (nn.modules.UpDownTorch method)

get_submodule() (nn.modules.aLIFTorch method) (nn.modules.ExpSynTorch method) (nn.modules.InstantTorch method) (nn.modules.LIFNeuronTorch method) (nn.modules.LIFTorch method) (nn.modules.LinearTorch method) (nn.modules.RateTorch method) (nn.modules.TorchModule method) (nn.modules.UpDownTorch method) graph.utils module GraphHolder (class in graph) GraphModule (class in graph) GraphModuleBase (class in graph) GraphNode (class in graph)

H

half() (nn.modules.aLIFTorch method) (nn.modules.ExpSynTorch method) (nn.modules.InstantTorch method) (nn.modules.LIFNeuronTorch method) (nn.modules.LIFTorch method) (nn.modules.LinearTorch method) (nn.modules.RateTorch method) (nn.modules.TorchModule method) (nn.modules.UpDownTorch method)

hw_ids (devices.xylo.XyloHiddenNeurons attribute) (devices.xylo.XyloOutputNeurons attribute)

I

I_syn2_hid (devices.xylo.xylo_devkit_utils.XyloAllRam attribute) (devices.xylo.xylo_devkit_utils.XyloState attribute) I_syn_hid (devices.xylo.xylo_devkit_utils.XyloAllRam attribute) (devices.xylo.xylo_devkit_utils.XyloState attribute) I_syn_out (devices.xylo.xylo_devkit_utils.XyloAllRam attribute) (devices.xylo.xylo_devkit_utils.XyloState attribute) IAF_counter (devices.xylo.DivisiveNormalisation attribute) iahp (nn.modules.aLIFTorch attribute) initialise_xylo_hdk() (in module devices.xylo.xylo_devkit_utils) INPUT_AMP_MAX (devices.xylo.AFESim attribute) input_nodes (devices.xylo.XyloHiddenNeurons attribute) (devices.xylo.XyloOutputNeurons attribute) (graph.AliasConnection attribute) (graph.GenericNeurons attribute) (graph.GraphHolder attribute) (graph.GraphModule attribute) (graph.GraphModuleBase attribute) (graph.LIFNeuronWithSynsRealValue attribute) (graph.LinearWeights attribute) (graph.RateNeuronWithSynsRealValue attribute) input_type (nn.layers.FFExpSynBrian property) (nn.layers.FFIAFSpkInBrian property) (nn.layers.Layer property) (nn.layers.RecIAFSpkInBrian property) (nn.modules.timed_module.LayerToTimedModule property) (nn.modules.timed_module.TimedModuleWrapper property) (nn.modules.TimedModule property)

Instant (class in nn.modules) InstantJax (class in nn.modules) InstantTorch (class in nn.modules) is_xylo_ready() (in module devices.xylo.xylo_devkit_utils) isempty() (timeseries.TimeSeries method) (timeseries.TSContinuous method) (timeseries.TSEvent method) isyn (nn.modules.aLIFTorch attribute) (nn.modules.ExpSynJax attribute) (nn.modules.ExpSynTorch attribute) (nn.modules.LIF attribute) (nn.modules.LIFJax attribute) (nn.modules.LIFTorch attribute) IWT2RAM_state (devices.xylo.xylo_devkit_utils.XyloAllRam attribute) IWTRAM_state (devices.xylo.xylo_devkit_utils.XyloAllRam attribute)

J

JaxModule (class in nn.modules) json_to_param() (nn.modules.aLIFTorch method) (nn.modules.ExpSynTorch method) (nn.modules.InstantTorch method) (nn.modules.LIFNeuronTorch method) (nn.modules.LIFTorch method) (nn.modules.LinearTorch method) (nn.modules.RateTorch method) (nn.modules.TorchModule method) (nn.modules.UpDownTorch method)

L

l0_norm_approx() (in module training.jax_loss) l2sqr_norm() (in module training.jax_loss) Layer (class in nn.layers) LayerToTimedModule (class in nn.modules.timed_module) LEAKAGE (devices.xylo.AFESim attribute) learning_window (nn.modules.aLIFTorch attribute) (nn.modules.LIFTorch attribute) lfsr_index (devices.xylo.DivisiveNormalisation attribute) LIF (class in nn.modules) lif_state (devices.xylo.AFESim attribute) LIFExodus (in module nn.modules) LIFJax (class in nn.modules) LIFMembraneExodus (in module nn.modules) LIFNeuronTorch (class in nn.modules) LIFNeuronWithSynsRealValue (class in graph) LIFTorch (class in nn.modules) Linear (class in nn.modules) LinearJax (class in nn.modules) LinearTorch (class in nn.modules) LinearWeights (class in graph) lna_gain_db (devices.xylo.AFESim attribute) lna_offset (devices.xylo.AFESim attribute) load() (nn.modules.aLIFTorch method) (nn.modules.ExpSynTorch method) (nn.modules.InstantTorch method) (nn.modules.LIFNeuronTorch method) (nn.modules.LIFTorch method) (nn.modules.LinearTorch method) (nn.modules.RateTorch method) (nn.modules.TorchModule method) (nn.modules.UpDownTorch method) (timeseries.TimeSeries class method) (timeseries.TSContinuous class method) (timeseries.TSEvent class method)

load_config() (in module devices.xylo) load_from_dict() (nn.layers.Layer class method) load_from_file() (nn.layers.Layer class method) load_state_dict() (nn.modules.aLIFTorch method) (nn.modules.ExpSynTorch method) (nn.modules.InstantTorch method) (nn.modules.LIFNeuronTorch method) (nn.modules.LIFTorch method) (nn.modules.LinearTorch method) (nn.modules.RateTorch method) (nn.modules.TorchModule method) (nn.modules.UpDownTorch method) logsoftmax() (in module training.jax_loss) LogSoftmaxJax (class in nn.modules) low_pass_mode (devices.xylo.DivisiveNormalisation attribute)

M

M_lowpass_state (devices.xylo.DivisiveNormalisation attribute) make_bounds() (in module training.jax_loss) manual_scaling (devices.xylo.AFESim attribute) mapper() (in module devices.xylo) max (timeseries.TSContinuous property) MAX_BPF_OFFSET (devices.xylo.AFESim attribute) MAX_INPUT_OFFSET (devices.xylo.AFESim attribute) MAX_LNA_OFFSET (devices.xylo.AFESim attribute) max_spikes_per_dt (nn.modules.aLIFTorch attribute) (nn.modules.LIF attribute) (nn.modules.LIFJax attribute) (nn.modules.LIFTorch attribute) max_window_length (nn.modules.ExpSyn attribute) mean_subtraction (nn.modules.ButterFilter attribute) (nn.modules.ButterMelFilter attribute) merge() (nn.modules.aLIFTorch method) (nn.modules.ExpSynTorch method) (nn.modules.InstantTorch method) (nn.modules.LIFNeuronTorch method) (nn.modules.LIFTorch method) (nn.modules.LinearTorch method) (nn.modules.RateTorch method) (nn.modules.TorchModule method) (nn.modules.UpDownTorch method) (timeseries.TSContinuous method) (timeseries.TSEvent method) min (timeseries.TSContinuous property) module devices.xylo devices.xylo.syns61201 devices.xylo.syns61300 devices.xylo.syns65300 devices.xylo.xylo_devkit_utils graph.utils rockpool rockpool.analysis rockpool.devices rockpool.devices.dynapse rockpool.devices.dynapse.params rockpool.devices.dynapse.virtual_dynapse rockpool.devices.xylo rockpool.devices.xylo.syns61201 rockpool.devices.xylo.syns61201.afe_samna rockpool.devices.xylo.syns61201.xa2_devkit_utils rockpool.devices.xylo.syns61201.xylo_mapper rockpool.devices.xylo.syns61201.xylo_sim rockpool.devices.xylo.syns61300 rockpool.devices.xylo.syns61300.xylo_mapper rockpool.devices.xylo.syns61300.xylo_sim rockpool.devices.xylo.syns65300 rockpool.devices.xylo.syns65300.afe_sim rockpool.devices.xylo.v3 rockpool.devices.xylo.v3.xylo_divisive_normalisation rockpool.devices.xylo.xylo_devkit_utils rockpool.devices.xylo.xylo_graph_modules rockpool.devices.xylo.xylo_samna rockpool.graph rockpool.graph.graph_base rockpool.graph.graph_modules rockpool.graph.utils rockpool.nn rockpool.nn.combinators rockpool.nn.combinators.ffwd_stack rockpool.nn.combinators.residual rockpool.nn.combinators.sequential rockpool.nn.layers rockpool.nn.layers.aeif_nest rockpool.nn.layers.event_pass rockpool.nn.layers.exp_synapses_brian rockpool.nn.layers.iaf_brian rockpool.nn.layers.iaf_nest rockpool.nn.layers.layer rockpool.nn.layers.spike_ads rockpool.nn.layers.spike_bt rockpool.nn.layers.updown rockpool.nn.modules rockpool.nn.modules.brian rockpool.nn.modules.jax rockpool.nn.modules.module rockpool.nn.modules.native rockpool.nn.modules.native.exp_syn rockpool.nn.modules.native.filter_bank rockpool.nn.modules.native.instant rockpool.nn.modules.native.lif rockpool.nn.modules.native.linear rockpool.nn.modules.native.rate rockpool.nn.modules.nest rockpool.nn.modules.sinabs rockpool.nn.modules.sinabs.lif_sinabs rockpool.nn.modules.timed_module rockpool.nn.modules.torch rockpool.nn.modules.torch.ahp_lif_torch rockpool.nn.modules.torch.bool_state rockpool.nn.modules.torch.exp_syn_torch rockpool.nn.modules.torch.lif_bitshift_torch rockpool.nn.modules.torch.lif_neuron_torch rockpool.nn.modules.torch.lif_torch rockpool.nn.modules.torch.linear_torch rockpool.nn.modules.torch.lowpass rockpool.nn.modules.torch.rate_torch rockpool.nn.modules.torch.torch_module rockpool.nn.modules.torch.updown_torch rockpool.nn.networks rockpool.nn.networks.wavesense rockpool.parameters rockpool.timeseries rockpool.training rockpool.training.adversarial_jax rockpool.training.ctc_loss rockpool.training.jax_debug rockpool.training.jax_loss rockpool.training.torch_loss rockpool.transform rockpool.transform.dropout rockpool.transform.param_transformer rockpool.transform.quantize rockpool.transform.quantize_methods rockpool.typehints rockpool.utilities, [1] rockpool.utilities.backend_management rockpool.utilities.jax_tree_utils rockpool.utilities.property_arrays rockpool.utilities.timedarray_shift rockpool.utilities.type_handling rockpool.version rockpool.weights, [1] rockpool.weights.reservoirweights training.adversarial_jax training.jax_loss training.torch_loss

Module (class in nn.modules) module (nn.modules.timed_module.TimedModuleWrapper property) modules() (devices.xylo.AFESamna method) (devices.xylo.AFESim method) (devices.xylo.DivisiveNormalisation method) (devices.xylo.XyloSamna method) (devices.xylo.XyloSim method) (nn.layers.FFExpSynBrian method) (nn.layers.FFIAFSpkInBrian method) (nn.layers.RecIAFSpkInBrian method) (nn.modules.aLIFTorch method) (nn.modules.ButterFilter method) (nn.modules.ButterMelFilter method) (nn.modules.ExpSyn method) (nn.modules.ExpSynJax method) (nn.modules.ExpSynTorch method) (nn.modules.Instant method) (nn.modules.InstantJax method) (nn.modules.InstantTorch method) (nn.modules.JaxModule method) (nn.modules.LIF method) (nn.modules.LIFJax method) (nn.modules.LIFNeuronTorch method) (nn.modules.LIFTorch method) (nn.modules.Linear method) (nn.modules.LinearJax method) (nn.modules.LinearTorch method) (nn.modules.LogSoftmaxJax method) (nn.modules.Module method) (nn.modules.Rate method) (nn.modules.RateJax method) (nn.modules.RateTorch method) (nn.modules.SoftmaxJax method) (nn.modules.timed_module.LayerToTimedModule method) (nn.modules.timed_module.TimedModuleWrapper method) (nn.modules.TimedModule method) (nn.modules.TorchModule method) (nn.modules.UpDownTorch method) mse() (in module training.jax_loss)

N

n_neurons (nn.modules.LIFNeuronTorch attribute) n_synapses (nn.modules.aLIFTorch attribute) (nn.modules.LIF attribute) (nn.modules.LIFJax attribute) (nn.modules.LIFTorch attribute) name (devices.xylo.AFESamna property) (devices.xylo.AFESim property) (devices.xylo.DivisiveNormalisation property) (devices.xylo.XyloHiddenNeurons attribute) (devices.xylo.XyloOutputNeurons attribute) (devices.xylo.XyloSamna property) (devices.xylo.XyloSim property) (graph.AliasConnection attribute) (graph.GenericNeurons attribute) (graph.GraphHolder attribute) (graph.GraphModule attribute) (graph.GraphModuleBase attribute) (graph.LIFNeuronWithSynsRealValue attribute) (graph.LinearWeights attribute) (graph.RateNeuronWithSynsRealValue attribute) (nn.layers.FFExpSynBrian property) (nn.layers.FFIAFSpkInBrian property) (nn.layers.RecIAFSpkInBrian property) (nn.modules.aLIFTorch property) (nn.modules.ButterFilter property) (nn.modules.ButterMelFilter property) (nn.modules.ExpSyn property) (nn.modules.ExpSynJax property) (nn.modules.ExpSynTorch property) (nn.modules.Instant property) (nn.modules.InstantJax property) (nn.modules.InstantTorch property) (nn.modules.JaxModule property) (nn.modules.LIF property) (nn.modules.LIFJax property) (nn.modules.LIFNeuronTorch property) (nn.modules.LIFTorch property) (nn.modules.Linear property) (nn.modules.LinearJax property) (nn.modules.LinearTorch property) (nn.modules.LogSoftmaxJax property) (nn.modules.Module property) (nn.modules.Rate property) (nn.modules.RateJax property) (nn.modules.RateTorch property) (nn.modules.SoftmaxJax property) (nn.modules.timed_module.LayerToTimedModule property) (nn.modules.timed_module.TimedModuleWrapper property) (nn.modules.TimedModule property) (nn.modules.TorchModule property) (nn.modules.UpDownTorch property) (timeseries.TimeSeries property) (timeseries.TSContinuous property) (timeseries.TSEvent property) named_buffers() (nn.modules.aLIFTorch method) (nn.modules.ExpSynTorch method) (nn.modules.InstantTorch method) (nn.modules.LIFNeuronTorch method) (nn.modules.LIFTorch method) (nn.modules.LinearTorch method) (nn.modules.RateTorch method) (nn.modules.TorchModule method) (nn.modules.UpDownTorch method)

named_children() (nn.modules.aLIFTorch method) (nn.modules.ExpSynTorch method) (nn.modules.InstantTorch method) (nn.modules.LIFNeuronTorch method) (nn.modules.LIFTorch method) (nn.modules.LinearTorch method) (nn.modules.RateTorch method) (nn.modules.TorchModule method) (nn.modules.UpDownTorch method) named_modules() (nn.modules.aLIFTorch method) (nn.modules.ExpSynTorch method) (nn.modules.InstantTorch method) (nn.modules.LIFNeuronTorch method) (nn.modules.LIFTorch method) (nn.modules.LinearTorch method) (nn.modules.RateTorch method) (nn.modules.TorchModule method) (nn.modules.UpDownTorch method) named_parameters() (nn.modules.aLIFTorch method) (nn.modules.ExpSynTorch method) (nn.modules.InstantTorch method) (nn.modules.LIFNeuronTorch method) (nn.modules.LIFTorch method) (nn.modules.LinearTorch method) (nn.modules.RateTorch method) (nn.modules.TorchModule method) (nn.modules.UpDownTorch method) NDMRAM_state (devices.xylo.xylo_devkit_utils.XyloAllRam attribute) NDSRAM_state (devices.xylo.xylo_devkit_utils.XyloAllRam attribute) new_xylo_read_buffer() (in module devices.xylo.xylo_devkit_utils) new_xylo_state_monitor_buffer() (in module devices.xylo.xylo_devkit_utils) new_xylo_write_buffer() (in module devices.xylo.xylo_devkit_utils) Nhidden (devices.xylo.xylo_devkit_utils.XyloAllRam attribute) (devices.xylo.xylo_devkit_utils.XyloState attribute) Nin (devices.xylo.xylo_devkit_utils.XyloAllRam attribute) (devices.xylo.xylo_devkit_utils.XyloState attribute) noise_std (nn.layers.Layer property) (nn.modules.aLIFTorch attribute) (nn.modules.ExpSyn attribute) (nn.modules.ExpSynJax attribute) (nn.modules.ExpSynTorch attribute) (nn.modules.LIF attribute) (nn.modules.LIFJax attribute) (nn.modules.LIFNeuronTorch attribute) (nn.modules.LIFTorch attribute) (nn.modules.Rate attribute) (nn.modules.RateJax attribute) (nn.modules.RateTorch attribute) normalize (nn.modules.ButterFilter attribute) (nn.modules.ButterMelFilter attribute) Nout (devices.xylo.xylo_devkit_utils.XyloAllRam attribute) (devices.xylo.xylo_devkit_utils.XyloState attribute) NTHRAM_state (devices.xylo.xylo_devkit_utils.XyloAllRam attribute) num_buffer_neurons() (in module devices.xylo.xylo_devkit_utils) num_channels (timeseries.TSContinuous property) (timeseries.TSEvent property) num_traces (timeseries.TSContinuous property) num_workers (nn.modules.ButterFilter attribute) (nn.modules.ButterMelFilter attribute)

O

order (nn.modules.ButterFilter attribute) (nn.modules.ButterMelFilter attribute) ORDER_BPF (devices.xylo.AFESim attribute) output_mode (devices.xylo.XyloSim attribute) output_nodes (devices.xylo.XyloHiddenNeurons attribute) (devices.xylo.XyloOutputNeurons attribute) (graph.AliasConnection attribute) (graph.GenericNeurons attribute) (graph.GraphHolder attribute) (graph.GraphModule attribute) (graph.GraphModuleBase attribute) (graph.LIFNeuronWithSynsRealValue attribute) (graph.LinearWeights attribute) (graph.RateNeuronWithSynsRealValue attribute)

output_type (nn.layers.FFExpSynBrian property) (nn.layers.FFIAFSpkInBrian property) (nn.layers.Layer property) (nn.layers.RecIAFSpkInBrian property) (nn.modules.timed_module.LayerToTimedModule property) (nn.modules.timed_module.TimedModuleWrapper property) (nn.modules.TimedModule property) OWTRAM_state (devices.xylo.xylo_devkit_utils.XyloAllRam attribute)

P

p_local (devices.xylo.DivisiveNormalisation attribute) param_to_json() (nn.modules.aLIFTorch method) (nn.modules.ExpSynTorch method) (nn.modules.InstantTorch method) (nn.modules.LIFNeuronTorch method) (nn.modules.LIFTorch method) (nn.modules.LinearTorch method) (nn.modules.RateTorch method) (nn.modules.TorchModule method) (nn.modules.UpDownTorch method) Parameter (class in parameters) ParameterBoundaryRegularizer (class in training.torch_loss) parameters() (devices.xylo.AFESamna method) (devices.xylo.AFESim method) (devices.xylo.DivisiveNormalisation method) (devices.xylo.XyloSamna method) (devices.xylo.XyloSim method) (nn.layers.FFExpSynBrian method) (nn.layers.FFIAFSpkInBrian method) (nn.layers.RecIAFSpkInBrian method) (nn.modules.aLIFTorch method) (nn.modules.ButterFilter method) (nn.modules.ButterMelFilter method) (nn.modules.ExpSyn method) (nn.modules.ExpSynJax method) (nn.modules.ExpSynTorch method) (nn.modules.Instant method) (nn.modules.InstantJax method) (nn.modules.InstantTorch method) (nn.modules.JaxModule method) (nn.modules.LIF method) (nn.modules.LIFJax method) (nn.modules.LIFNeuronTorch method) (nn.modules.LIFTorch method) (nn.modules.Linear method) (nn.modules.LinearJax method) (nn.modules.LinearTorch method) (nn.modules.LogSoftmaxJax method) (nn.modules.Module method) (nn.modules.Rate method) (nn.modules.RateJax method) (nn.modules.RateTorch method) (nn.modules.SoftmaxJax method) (nn.modules.timed_module.LayerToTimedModule method) (nn.modules.timed_module.TimedModuleWrapper method) (nn.modules.TimedModule method) (nn.modules.TorchModule method) (nn.modules.UpDownTorch method)

pga_attack() (in module training.adversarial_jax), [1] plot() (timeseries.TSContinuous method) (timeseries.TSEvent method) plotting_backend (timeseries.TimeSeries property) (timeseries.TSContinuous property) (timeseries.TSEvent property) print() (timeseries.TimeSeries method) (timeseries.TSContinuous method) (timeseries.TSEvent method) print_debug_ram() (in module devices.xylo.xylo_devkit_utils) print_debug_registers() (in module devices.xylo.xylo_devkit_utils)

Q

Q (devices.xylo.AFESim attribute)

Q_MIS_MATCH (devices.xylo.AFESim attribute) Q_mismatch (devices.xylo.AFESim attribute)

R

randomize_state() (nn.layers.Layer method) RARAM_state (devices.xylo.xylo_devkit_utils.XyloAllRam attribute) raster() (timeseries.TSEvent method) Rate (class in nn.modules) RateJax (class in nn.modules) RateNeuronWithSynsRealValue (class in graph) RateTorch (class in nn.modules) RCRAM_state (devices.xylo.xylo_devkit_utils.XyloAllRam attribute) RDS2RAM_state (devices.xylo.xylo_devkit_utils.XyloAllRam attribute) read_accel_mode_data() (in module devices.xylo.xylo_devkit_utils) read_allram_state() (in module devices.xylo.xylo_devkit_utils) read_memory() (in module devices.xylo.xylo_devkit_utils) read_neuron_synapse_state() (in module devices.xylo.xylo_devkit_utils) read_output_events() (in module devices.xylo.xylo_devkit_utils) read_register() (in module devices.xylo.xylo_devkit_utils) RecIAFSpkInBrian (class in nn.layers) REFOCRAM_state (devices.xylo.xylo_devkit_utils.XyloAllRam attribute) register_backward_hook() (nn.modules.aLIFTorch method) (nn.modules.ExpSynTorch method) (nn.modules.InstantTorch method) (nn.modules.LIFNeuronTorch method) (nn.modules.LIFTorch method) (nn.modules.LinearTorch method) (nn.modules.RateTorch method) (nn.modules.TorchModule method) (nn.modules.UpDownTorch method) register_buffer() (nn.modules.aLIFTorch method) (nn.modules.ExpSynTorch method) (nn.modules.InstantTorch method) (nn.modules.LIFNeuronTorch method) (nn.modules.LIFTorch method) (nn.modules.LinearTorch method) (nn.modules.RateTorch method) (nn.modules.TorchModule method) (nn.modules.UpDownTorch method) register_forward_hook() (nn.modules.aLIFTorch method) (nn.modules.ExpSynTorch method) (nn.modules.InstantTorch method) (nn.modules.LIFNeuronTorch method) (nn.modules.LIFTorch method) (nn.modules.LinearTorch method) (nn.modules.RateTorch method) (nn.modules.TorchModule method) (nn.modules.UpDownTorch method) register_forward_pre_hook() (nn.modules.aLIFTorch method) (nn.modules.ExpSynTorch method) (nn.modules.InstantTorch method) (nn.modules.LIFNeuronTorch method) (nn.modules.LIFTorch method) (nn.modules.LinearTorch method) (nn.modules.RateTorch method) (nn.modules.TorchModule method) (nn.modules.UpDownTorch method) register_full_backward_hook() (nn.modules.aLIFTorch method) (nn.modules.ExpSynTorch method) (nn.modules.InstantTorch method) (nn.modules.LIFNeuronTorch method) (nn.modules.LIFTorch method) (nn.modules.LinearTorch method) (nn.modules.RateTorch method) (nn.modules.TorchModule method) (nn.modules.UpDownTorch method) register_parameter() (nn.modules.aLIFTorch method) (nn.modules.ExpSynTorch method) (nn.modules.InstantTorch method) (nn.modules.LIFNeuronTorch method) (nn.modules.LIFTorch method) (nn.modules.LinearTorch method) (nn.modules.RateTorch method) (nn.modules.TorchModule method) (nn.modules.UpDownTorch method) remap_channels() (timeseries.TSEvent method) remove_input() (devices.xylo.XyloHiddenNeurons method) (devices.xylo.XyloOutputNeurons method) (graph.AliasConnection method) (graph.GenericNeurons method) (graph.GraphHolder method) (graph.GraphModule method) (graph.GraphModuleBase method) (graph.LIFNeuronWithSynsRealValue method) (graph.LinearWeights method) (graph.RateNeuronWithSynsRealValue method) remove_output() (devices.xylo.XyloHiddenNeurons method) (devices.xylo.XyloOutputNeurons method) (graph.AliasConnection method) (graph.GenericNeurons method) (graph.GraphHolder method) (graph.GraphModule method) (graph.GraphModuleBase method) (graph.LIFNeuronWithSynsRealValue method) (graph.LinearWeights method) (graph.RateNeuronWithSynsRealValue method) remove_sink() (graph.GraphNode method) remove_source() (graph.GraphNode method) replace_module() (in module graph.utils) requires_grad_() (nn.modules.aLIFTorch method) (nn.modules.ExpSynTorch method) (nn.modules.InstantTorch method) (nn.modules.LIFNeuronTorch method) (nn.modules.LIFTorch method) (nn.modules.LinearTorch method) (nn.modules.RateTorch method) (nn.modules.TorchModule method) (nn.modules.UpDownTorch method) resample() (timeseries.TSContinuous method) reset_all() (nn.layers.FFExpSynBrian method) (nn.layers.FFIAFSpkInBrian method) (nn.layers.Layer method) (nn.layers.RecIAFSpkInBrian method) (nn.modules.timed_module.LayerToTimedModule method) (nn.modules.timed_module.TimedModuleWrapper method) (nn.modules.TimedModule method) reset_input_spikes() (in module devices.xylo.xylo_devkit_utils) reset_neuron_synapse_state() (in module devices.xylo.xylo_devkit_utils) reset_parameters() (devices.xylo.AFESamna method) (devices.xylo.AFESim method) (devices.xylo.DivisiveNormalisation method) (devices.xylo.XyloSamna method) (devices.xylo.XyloSim method) (nn.layers.FFExpSynBrian method) (nn.layers.FFIAFSpkInBrian method) (nn.layers.RecIAFSpkInBrian method) (nn.modules.aLIFTorch method) (nn.modules.ButterFilter method) (nn.modules.ButterMelFilter method) (nn.modules.ExpSyn method) (nn.modules.ExpSynJax method) (nn.modules.ExpSynTorch method) (nn.modules.Instant method) (nn.modules.InstantJax method) (nn.modules.InstantTorch method) (nn.modules.JaxModule method) (nn.modules.LIF method) (nn.modules.LIFJax method) (nn.modules.LIFNeuronTorch method) (nn.modules.LIFTorch method) (nn.modules.Linear method) (nn.modules.LinearJax method) (nn.modules.LinearTorch method) (nn.modules.LogSoftmaxJax method) (nn.modules.Module method) (nn.modules.Rate method) (nn.modules.RateJax method) (nn.modules.RateTorch method) (nn.modules.SoftmaxJax method) (nn.modules.timed_module.LayerToTimedModule method) (nn.modules.timed_module.TimedModuleWrapper method) (nn.modules.TimedModule method) (nn.modules.TorchModule method) (nn.modules.UpDownTorch method) reset_state() (devices.xylo.AFESamna method) (devices.xylo.AFESim method) (devices.xylo.DivisiveNormalisation method) (devices.xylo.XyloSamna method) (devices.xylo.XyloSim method) (nn.layers.FFExpSynBrian method) (nn.layers.FFIAFSpkInBrian method) (nn.layers.Layer method) (nn.layers.RecIAFSpkInBrian method) (nn.modules.aLIFTorch method) (nn.modules.ButterFilter method) (nn.modules.ButterMelFilter method) (nn.modules.ExpSyn method) (nn.modules.ExpSynJax method) (nn.modules.ExpSynTorch method) (nn.modules.Instant method) (nn.modules.InstantJax method) (nn.modules.InstantTorch method) (nn.modules.JaxModule method) (nn.modules.LIF method) (nn.modules.LIFJax method) (nn.modules.LIFNeuronTorch method) (nn.modules.LIFTorch method) (nn.modules.Linear method) (nn.modules.LinearJax method) (nn.modules.LinearTorch method) (nn.modules.LogSoftmaxJax method) (nn.modules.Module method) (nn.modules.Rate method) (nn.modules.RateJax method) (nn.modules.RateTorch method) (nn.modules.SoftmaxJax method) (nn.modules.timed_module.LayerToTimedModule method) (nn.modules.timed_module.TimedModuleWrapper method) (nn.modules.TimedModule method) (nn.modules.TorchModule method) (nn.modules.UpDownTorch method) reset_time() (nn.layers.FFExpSynBrian method) (nn.layers.FFIAFSpkInBrian method) (nn.layers.Layer method) (nn.layers.RecIAFSpkInBrian method) (nn.modules.timed_module.LayerToTimedModule method) (nn.modules.timed_module.TimedModuleWrapper method) (nn.modules.TimedModule method)

Residual (class in nn.combinators) RFORAM_state (devices.xylo.xylo_devkit_utils.XyloAllRam attribute) rng_key (nn.modules.RateJax attribute) rockpool module rockpool.analysis module rockpool.devices module rockpool.devices.dynapse module rockpool.devices.dynapse.params module rockpool.devices.dynapse.virtual_dynapse module rockpool.devices.xylo module rockpool.devices.xylo.syns61201 module rockpool.devices.xylo.syns61201.afe_samna module rockpool.devices.xylo.syns61201.xa2_devkit_utils module rockpool.devices.xylo.syns61201.xylo_mapper module rockpool.devices.xylo.syns61201.xylo_sim module rockpool.devices.xylo.syns61300 module rockpool.devices.xylo.syns61300.xylo_mapper module rockpool.devices.xylo.syns61300.xylo_sim module rockpool.devices.xylo.syns65300 module rockpool.devices.xylo.syns65300.afe_sim module rockpool.devices.xylo.v3 module rockpool.devices.xylo.v3.xylo_divisive_normalisation module rockpool.devices.xylo.xylo_devkit_utils module rockpool.devices.xylo.xylo_graph_modules module rockpool.devices.xylo.xylo_samna module rockpool.graph module rockpool.graph.graph_base module rockpool.graph.graph_modules module rockpool.graph.utils module rockpool.nn module rockpool.nn.combinators module rockpool.nn.combinators.ffwd_stack module rockpool.nn.combinators.residual module rockpool.nn.combinators.sequential module rockpool.nn.layers module rockpool.nn.layers.aeif_nest module rockpool.nn.layers.event_pass module rockpool.nn.layers.exp_synapses_brian module rockpool.nn.layers.iaf_brian module rockpool.nn.layers.iaf_nest module rockpool.nn.layers.layer module rockpool.nn.layers.spike_ads module rockpool.nn.layers.spike_bt module rockpool.nn.layers.updown module rockpool.nn.modules module rockpool.nn.modules.brian module rockpool.nn.modules.jax module rockpool.nn.modules.module module rockpool.nn.modules.native module rockpool.nn.modules.native.exp_syn module rockpool.nn.modules.native.filter_bank module rockpool.nn.modules.native.instant module rockpool.nn.modules.native.lif module rockpool.nn.modules.native.linear module rockpool.nn.modules.native.rate module rockpool.nn.modules.nest module rockpool.nn.modules.sinabs module rockpool.nn.modules.sinabs.lif_sinabs module rockpool.nn.modules.timed_module module rockpool.nn.modules.torch module rockpool.nn.modules.torch.ahp_lif_torch module rockpool.nn.modules.torch.bool_state module rockpool.nn.modules.torch.exp_syn_torch module rockpool.nn.modules.torch.lif_bitshift_torch module rockpool.nn.modules.torch.lif_neuron_torch module rockpool.nn.modules.torch.lif_torch module rockpool.nn.modules.torch.linear_torch module rockpool.nn.modules.torch.lowpass module rockpool.nn.modules.torch.rate_torch module rockpool.nn.modules.torch.torch_module module rockpool.nn.modules.torch.updown_torch module rockpool.nn.networks module rockpool.nn.networks.wavesense module rockpool.parameters module rockpool.timeseries module rockpool.training module rockpool.training.adversarial_jax module rockpool.training.ctc_loss module rockpool.training.jax_debug module rockpool.training.jax_loss module rockpool.training.torch_loss module rockpool.transform module rockpool.transform.dropout module rockpool.transform.param_transformer module rockpool.transform.quantize module rockpool.transform.quantize_methods module rockpool.typehints module rockpool.utilities module, [1] rockpool.utilities.backend_management module rockpool.utilities.jax_tree_utils module rockpool.utilities.property_arrays module rockpool.utilities.timedarray_shift module rockpool.utilities.type_handling module rockpool.version module rockpool.weights module, [1] rockpool.weights.reservoirweights module RWT2RAM_state (devices.xylo.xylo_devkit_utils.XyloAllRam attribute) RWTRAM_state (devices.xylo.xylo_devkit_utils.XyloAllRam attribute)

S

samples (timeseries.TSContinuous property) save() (nn.layers.Layer method) (nn.modules.aLIFTorch method) (nn.modules.ExpSynTorch method) (nn.modules.InstantTorch method) (nn.modules.LIFNeuronTorch method) (nn.modules.LIFTorch method) (nn.modules.LinearTorch method) (nn.modules.RateTorch method) (nn.modules.TorchModule method) (nn.modules.UpDownTorch method) (timeseries.TSContinuous method) (timeseries.TSEvent method) save_config() (in module devices.xylo) save_layer() (nn.layers.Layer method) send_immediate_input_spikes() (in module devices.xylo.xylo_devkit_utils) Sequential (class in nn.combinators) set_attributes() (devices.xylo.AFESamna method) (devices.xylo.AFESim method) (devices.xylo.DivisiveNormalisation method) (devices.xylo.XyloSamna method) (devices.xylo.XyloSim method) (nn.layers.FFExpSynBrian method) (nn.layers.FFIAFSpkInBrian method) (nn.layers.RecIAFSpkInBrian method) (nn.modules.aLIFTorch method) (nn.modules.ButterFilter method) (nn.modules.ButterMelFilter method) (nn.modules.ExpSyn method) (nn.modules.ExpSynJax method) (nn.modules.ExpSynTorch method) (nn.modules.Instant method) (nn.modules.InstantJax method) (nn.modules.InstantTorch method) (nn.modules.JaxModule method) (nn.modules.LIF method) (nn.modules.LIFJax method) (nn.modules.LIFNeuronTorch method) (nn.modules.LIFTorch method) (nn.modules.Linear method) (nn.modules.LinearJax method) (nn.modules.LinearTorch method) (nn.modules.LogSoftmaxJax method) (nn.modules.Module method) (nn.modules.Rate method) (nn.modules.RateJax method) (nn.modules.RateTorch method) (nn.modules.SoftmaxJax method) (nn.modules.timed_module.LayerToTimedModule method) (nn.modules.timed_module.TimedModuleWrapper method) (nn.modules.TimedModule method) (nn.modules.TorchModule method) (nn.modules.UpDownTorch method) set_extra_state() (nn.modules.aLIFTorch method) (nn.modules.ExpSynTorch method) (nn.modules.InstantTorch method) (nn.modules.LIFNeuronTorch method) (nn.modules.LIFTorch method) (nn.modules.LinearTorch method) (nn.modules.RateTorch method) (nn.modules.TorchModule method) (nn.modules.UpDownTorch method) set_plotting_backend() (timeseries.TimeSeries method) (timeseries.TSContinuous method) (timeseries.TSEvent method) shape (devices.xylo.AFESamna property) (devices.xylo.AFESim property) (devices.xylo.DivisiveNormalisation property) (devices.xylo.XyloSamna property) (devices.xylo.XyloSim property) (nn.layers.FFExpSynBrian property) (nn.layers.FFIAFSpkInBrian property) (nn.layers.RecIAFSpkInBrian property) (nn.modules.aLIFTorch property) (nn.modules.ButterFilter property) (nn.modules.ButterMelFilter property) (nn.modules.ExpSyn property) (nn.modules.ExpSynJax property) (nn.modules.ExpSynTorch property) (nn.modules.Instant property) (nn.modules.InstantJax property) (nn.modules.InstantTorch property) (nn.modules.JaxModule property) (nn.modules.LIF property) (nn.modules.LIFJax property) (nn.modules.LIFNeuronTorch property) (nn.modules.LIFTorch property) (nn.modules.Linear property) (nn.modules.LinearJax property) (nn.modules.LinearTorch property) (nn.modules.LogSoftmaxJax property) (nn.modules.Module property) (nn.modules.Rate property) (nn.modules.RateJax property) (nn.modules.RateTorch property) (nn.modules.SoftmaxJax property) (nn.modules.timed_module.LayerToTimedModule property) (nn.modules.timed_module.TimedModuleWrapper property) (nn.modules.TimedModule property) (nn.modules.TorchModule property) (nn.modules.UpDownTorch property) share_memory() (nn.modules.aLIFTorch method) (nn.modules.ExpSynTorch method) (nn.modules.InstantTorch method) (nn.modules.LIFNeuronTorch method) (nn.modules.LIFTorch method) (nn.modules.LinearTorch method) (nn.modules.RateTorch method) (nn.modules.TorchModule method) (nn.modules.UpDownTorch method) simulation_parameters() (devices.xylo.AFESamna method) (devices.xylo.AFESim method) (devices.xylo.DivisiveNormalisation method) (devices.xylo.XyloSamna method) (devices.xylo.XyloSim method) (nn.layers.FFExpSynBrian method) (nn.layers.FFIAFSpkInBrian method) (nn.layers.RecIAFSpkInBrian method) (nn.modules.aLIFTorch method) (nn.modules.ButterFilter method) (nn.modules.ButterMelFilter method) (nn.modules.ExpSyn method) (nn.modules.ExpSynJax method) (nn.modules.ExpSynTorch method) (nn.modules.Instant method) (nn.modules.InstantJax method) (nn.modules.InstantTorch method) (nn.modules.JaxModule method) (nn.modules.LIF method) (nn.modules.LIFJax method) (nn.modules.LIFNeuronTorch method) (nn.modules.LIFTorch method) (nn.modules.Linear method) (nn.modules.LinearJax method) (nn.modules.LinearTorch method) (nn.modules.LogSoftmaxJax method) (nn.modules.Module method) (nn.modules.Rate method) (nn.modules.RateJax method) (nn.modules.RateTorch method) (nn.modules.SoftmaxJax method) (nn.modules.timed_module.LayerToTimedModule method) (nn.modules.timed_module.TimedModuleWrapper method) (nn.modules.TimedModule method) (nn.modules.TorchModule method) (nn.modules.UpDownTorch method) SimulationParameter (class in parameters) sink_modules (graph.GraphNode attribute) size (devices.xylo.AFESamna property) (devices.xylo.AFESim property) (devices.xylo.DivisiveNormalisation property) (devices.xylo.XyloSamna property) (devices.xylo.XyloSim property) (nn.layers.FFExpSynBrian property) (nn.layers.FFIAFSpkInBrian property) (nn.layers.Layer property) (nn.layers.RecIAFSpkInBrian property) (nn.modules.aLIFTorch property) (nn.modules.ButterFilter property) (nn.modules.ButterMelFilter property) (nn.modules.ExpSyn property) (nn.modules.ExpSynJax property) (nn.modules.ExpSynTorch property) (nn.modules.Instant property) (nn.modules.InstantJax property) (nn.modules.InstantTorch property) (nn.modules.JaxModule property) (nn.modules.LIF property) (nn.modules.LIFJax property) (nn.modules.LIFNeuronTorch property) (nn.modules.LIFTorch property) (nn.modules.Linear property) (nn.modules.LinearJax property) (nn.modules.LinearTorch property) (nn.modules.LogSoftmaxJax property) (nn.modules.Module property) (nn.modules.Rate property) (nn.modules.RateJax property) (nn.modules.RateTorch property) (nn.modules.SoftmaxJax property) (nn.modules.timed_module.LayerToTimedModule property) (nn.modules.timed_module.TimedModuleWrapper property) (nn.modules.TimedModule property) (nn.modules.TorchModule property) (nn.modules.UpDownTorch property) size_in (devices.xylo.AFESamna property) (devices.xylo.AFESim property) (devices.xylo.DivisiveNormalisation property) (devices.xylo.XyloSamna property) (devices.xylo.XyloSim property) (nn.layers.FFExpSynBrian property) (nn.layers.FFIAFSpkInBrian property) (nn.layers.Layer property) (nn.layers.RecIAFSpkInBrian property) (nn.modules.aLIFTorch property) (nn.modules.ButterFilter property) (nn.modules.ButterMelFilter property) (nn.modules.ExpSyn property) (nn.modules.ExpSynJax property) (nn.modules.ExpSynTorch property) (nn.modules.Instant property) (nn.modules.InstantJax property) (nn.modules.InstantTorch property) (nn.modules.JaxModule property) (nn.modules.LIF property) (nn.modules.LIFJax property) (nn.modules.LIFNeuronTorch property) (nn.modules.LIFTorch property) (nn.modules.Linear property) (nn.modules.LinearJax property) (nn.modules.LinearTorch property) (nn.modules.LogSoftmaxJax property) (nn.modules.Module property) (nn.modules.Rate property) (nn.modules.RateJax property) (nn.modules.RateTorch property) (nn.modules.SoftmaxJax property) (nn.modules.timed_module.LayerToTimedModule property) (nn.modules.timed_module.TimedModuleWrapper property) (nn.modules.TimedModule property) (nn.modules.TorchModule property) (nn.modules.UpDownTorch property)

size_out (devices.xylo.AFESamna property) (devices.xylo.AFESim property) (devices.xylo.DivisiveNormalisation property) (devices.xylo.XyloSamna property) (devices.xylo.XyloSim property) (nn.layers.FFExpSynBrian property) (nn.layers.FFIAFSpkInBrian property) (nn.layers.Layer property) (nn.layers.RecIAFSpkInBrian property) (nn.modules.aLIFTorch property) (nn.modules.ButterFilter property) (nn.modules.ButterMelFilter property) (nn.modules.ExpSyn property) (nn.modules.ExpSynJax property) (nn.modules.ExpSynTorch property) (nn.modules.Instant property) (nn.modules.InstantJax property) (nn.modules.InstantTorch property) (nn.modules.JaxModule property) (nn.modules.LIF property) (nn.modules.LIFJax property) (nn.modules.LIFNeuronTorch property) (nn.modules.LIFTorch property) (nn.modules.Linear property) (nn.modules.LinearJax property) (nn.modules.LinearTorch property) (nn.modules.LogSoftmaxJax property) (nn.modules.Module property) (nn.modules.Rate property) (nn.modules.RateJax property) (nn.modules.RateTorch property) (nn.modules.SoftmaxJax property) (nn.modules.timed_module.LayerToTimedModule property) (nn.modules.timed_module.TimedModuleWrapper property) (nn.modules.TimedModule property) (nn.modules.TorchModule property) (nn.modules.UpDownTorch property) softmax() (in module training.jax_loss) SoftmaxJax (class in nn.modules) source_modules (graph.GraphNode attribute) spike_generation_fn (nn.modules.aLIFTorch attribute) (nn.modules.LIFTorch attribute) spikes (nn.modules.aLIFTorch attribute) (nn.modules.LIF attribute) (nn.modules.LIFJax attribute) (nn.modules.LIFTorch attribute) Spikes_hid (devices.xylo.xylo_devkit_utils.XyloAllRam attribute) (devices.xylo.xylo_devkit_utils.XyloState attribute) Spikes_out (devices.xylo.xylo_devkit_utils.XyloAllRam attribute) (devices.xylo.xylo_devkit_utils.XyloState attribute) spiking_input (devices.xylo.AFESamna property) (devices.xylo.AFESim property) (devices.xylo.DivisiveNormalisation property) (devices.xylo.XyloSamna property) (devices.xylo.XyloSim property) (nn.layers.FFExpSynBrian property) (nn.layers.FFIAFSpkInBrian property) (nn.layers.RecIAFSpkInBrian property) (nn.modules.aLIFTorch property) (nn.modules.ButterFilter property) (nn.modules.ButterMelFilter property) (nn.modules.ExpSyn property) (nn.modules.ExpSynJax property) (nn.modules.ExpSynTorch property) (nn.modules.Instant property) (nn.modules.InstantJax property) (nn.modules.InstantTorch property) (nn.modules.JaxModule property) (nn.modules.LIF property) (nn.modules.LIFJax property) (nn.modules.LIFNeuronTorch property) (nn.modules.LIFTorch property) (nn.modules.Linear property) (nn.modules.LinearJax property) (nn.modules.LinearTorch property) (nn.modules.LogSoftmaxJax property) (nn.modules.Module property) (nn.modules.Rate property) (nn.modules.RateJax property) (nn.modules.RateTorch property) (nn.modules.SoftmaxJax property) (nn.modules.timed_module.LayerToTimedModule property) (nn.modules.timed_module.TimedModuleWrapper property) (nn.modules.TimedModule property) (nn.modules.TorchModule property) (nn.modules.UpDownTorch property) spiking_output (devices.xylo.AFESamna property) (devices.xylo.AFESim property) (devices.xylo.DivisiveNormalisation property) (devices.xylo.XyloSamna property) (devices.xylo.XyloSim property) (nn.layers.FFExpSynBrian property) (nn.layers.FFIAFSpkInBrian property) (nn.layers.RecIAFSpkInBrian property) (nn.modules.aLIFTorch property) (nn.modules.ButterFilter property) (nn.modules.ButterMelFilter property) (nn.modules.ExpSyn property) (nn.modules.ExpSynJax property) (nn.modules.ExpSynTorch property) (nn.modules.Instant property) (nn.modules.InstantJax property) (nn.modules.InstantTorch property) (nn.modules.JaxModule property) (nn.modules.LIF property) (nn.modules.LIFJax property) (nn.modules.LIFNeuronTorch property) (nn.modules.LIFTorch property) (nn.modules.Linear property) (nn.modules.LinearJax property) (nn.modules.LinearTorch property) (nn.modules.LogSoftmaxJax property) (nn.modules.Module property) (nn.modules.Rate property) (nn.modules.RateJax property) (nn.modules.RateTorch property) (nn.modules.SoftmaxJax property) (nn.modules.timed_module.LayerToTimedModule property) (nn.modules.timed_module.TimedModuleWrapper property) (nn.modules.TimedModule property) (nn.modules.TorchModule property) (nn.modules.UpDownTorch property) sse() (in module training.jax_loss) start_at() (timeseries.TimeSeries method) (timeseries.TSContinuous method) (timeseries.TSEvent method) start_at_zero() (timeseries.TimeSeries method) (timeseries.TSContinuous method) (timeseries.TSEvent method) start_print (nn.layers.Layer property) State (class in parameters) state (nn.layers.Layer property) state() (devices.xylo.AFESamna method) (devices.xylo.AFESim method) (devices.xylo.DivisiveNormalisation method) (devices.xylo.XyloSamna method) (devices.xylo.XyloSim method) (nn.layers.FFExpSynBrian method) (nn.layers.FFIAFSpkInBrian method) (nn.layers.RecIAFSpkInBrian method) (nn.modules.aLIFTorch method) (nn.modules.ButterFilter method) (nn.modules.ButterMelFilter method) (nn.modules.ExpSyn method) (nn.modules.ExpSynJax method) (nn.modules.ExpSynTorch method) (nn.modules.Instant method) (nn.modules.InstantJax method) (nn.modules.InstantTorch method) (nn.modules.JaxModule method) (nn.modules.LIF method) (nn.modules.LIFJax method) (nn.modules.LIFNeuronTorch method) (nn.modules.LIFTorch method) (nn.modules.Linear method) (nn.modules.LinearJax method) (nn.modules.LinearTorch method) (nn.modules.LogSoftmaxJax method) (nn.modules.Module method) (nn.modules.Rate method) (nn.modules.RateJax method) (nn.modules.RateTorch method) (nn.modules.SoftmaxJax method) (nn.modules.timed_module.LayerToTimedModule method) (nn.modules.timed_module.TimedModuleWrapper method) (nn.modules.TimedModule method) (nn.modules.TorchModule method) (nn.modules.UpDownTorch method) state_dict() (nn.modules.aLIFTorch method) (nn.modules.ExpSynTorch method) (nn.modules.InstantTorch method) (nn.modules.LIFNeuronTorch method) (nn.modules.LIFTorch method) (nn.modules.LinearTorch method) (nn.modules.RateTorch method) (nn.modules.TorchModule method) (nn.modules.UpDownTorch method) summed_exp_boundary_loss() (in module training.torch_loss)

T

t (nn.layers.FFExpSynBrian property) (nn.layers.FFIAFSpkInBrian property) (nn.layers.Layer property) (nn.layers.RecIAFSpkInBrian property) (nn.modules.timed_module.LayerToTimedModule property) (nn.modules.timed_module.TimedModuleWrapper property) (nn.modules.TimedModule property) T_destination (nn.modules.aLIFTorch attribute) (nn.modules.ExpSynTorch attribute) (nn.modules.InstantTorch attribute) (nn.modules.LIFNeuronTorch attribute) (nn.modules.LIFTorch attribute) (nn.modules.LinearTorch attribute) (nn.modules.RateTorch attribute) (nn.modules.TorchModule attribute) (nn.modules.UpDownTorch attribute) t_start (timeseries.TimeSeries property) (timeseries.TSContinuous property) (timeseries.TSEvent property) t_stop (timeseries.TimeSeries property) (timeseries.TSContinuous property) (timeseries.TSEvent property) tau (graph.RateNeuronWithSynsRealValue attribute) (nn.modules.ExpSyn property) (nn.modules.ExpSynJax attribute) (nn.modules.ExpSynTorch attribute) (nn.modules.Rate attribute) (nn.modules.RateJax attribute) (nn.modules.RateTorch attribute) tau_ahp (nn.modules.aLIFTorch attribute) tau_mem (graph.LIFNeuronWithSynsRealValue attribute) (nn.modules.aLIFTorch attribute) (nn.modules.LIF attribute) (nn.modules.LIFJax attribute) (nn.modules.LIFTorch attribute) tau_syn (graph.LIFNeuronWithSynsRealValue attribute) (nn.modules.aLIFTorch attribute) (nn.modules.LIF attribute) (nn.modules.LIFJax attribute) (nn.modules.LIFTorch attribute) thr_down (nn.modules.UpDownTorch attribute) THR_UP (devices.xylo.AFESim attribute) thr_up (nn.modules.UpDownTorch attribute) threshold (devices.xylo.XyloHiddenNeurons attribute) (devices.xylo.XyloOutputNeurons attribute) (graph.LIFNeuronWithSynsRealValue attribute) (nn.modules.aLIFTorch attribute) (nn.modules.LIF attribute) (nn.modules.LIFJax attribute) (nn.modules.LIFTorch attribute) (nn.modules.Rate attribute) (nn.modules.RateJax attribute) (nn.modules.RateTorch attribute) timed() (devices.xylo.AFESamna method) (devices.xylo.AFESim method) (devices.xylo.DivisiveNormalisation method) (devices.xylo.XyloSamna method) (devices.xylo.XyloSim method) (nn.modules.aLIFTorch method) (nn.modules.ButterFilter method) (nn.modules.ButterMelFilter method) (nn.modules.ExpSyn method) (nn.modules.ExpSynJax method) (nn.modules.ExpSynTorch method) (nn.modules.Instant method) (nn.modules.InstantJax method) (nn.modules.InstantTorch method) (nn.modules.JaxModule method) (nn.modules.LIF method) (nn.modules.LIFJax method) (nn.modules.LIFNeuronTorch method) (nn.modules.LIFTorch method) (nn.modules.Linear method) (nn.modules.LinearJax method) (nn.modules.LinearTorch method) (nn.modules.LogSoftmaxJax method) (nn.modules.Module method) (nn.modules.Rate method) (nn.modules.RateJax method) (nn.modules.RateTorch method) (nn.modules.SoftmaxJax method) (nn.modules.TorchModule method) (nn.modules.UpDownTorch method) TimedModule (class in nn.modules) TimedModuleWrapper (class in nn.modules.timed_module) times (timeseries.TimeSeries property) (timeseries.TSContinuous property) (timeseries.TSEvent property) TimeSeries (class in timeseries) to() (nn.modules.aLIFTorch method) (nn.modules.ExpSynTorch method) (nn.modules.InstantTorch method) (nn.modules.LIFNeuronTorch method) (nn.modules.LIFTorch method) (nn.modules.LinearTorch method) (nn.modules.RateTorch method) (nn.modules.TorchModule method) (nn.modules.UpDownTorch method)

to_clocked() (timeseries.TSContinuous method) to_dict() (nn.layers.Layer method) (timeseries.TSContinuous method) (timeseries.TSEvent method) to_empty() (nn.modules.aLIFTorch method) (nn.modules.ExpSynTorch method) (nn.modules.InstantTorch method) (nn.modules.LIFNeuronTorch method) (nn.modules.LIFTorch method) (nn.modules.LinearTorch method) (nn.modules.RateTorch method) (nn.modules.TorchModule method) (nn.modules.UpDownTorch method) to_hex() (in module devices.xylo.xylo_devkit_utils) to_json() (nn.modules.aLIFTorch method) (nn.modules.ExpSynTorch method) (nn.modules.InstantTorch method) (nn.modules.LIFNeuronTorch method) (nn.modules.LIFTorch method) (nn.modules.LinearTorch method) (nn.modules.RateTorch method) (nn.modules.TorchModule method) (nn.modules.UpDownTorch method) to_torch() (nn.modules.aLIFTorch method) (nn.modules.ExpSynTorch method) (nn.modules.InstantTorch method) (nn.modules.LIFNeuronTorch method) (nn.modules.LIFTorch method) (nn.modules.LinearTorch method) (nn.modules.RateTorch method) (nn.modules.TorchModule method) (nn.modules.UpDownTorch method) TorchModule (class in nn.modules) train() (nn.modules.aLIFTorch method) (nn.modules.ExpSynTorch method) (nn.modules.InstantTorch method) (nn.modules.LIFNeuronTorch method) (nn.modules.LIFTorch method) (nn.modules.LinearTorch method) (nn.modules.RateTorch method) (nn.modules.TorchModule method) (nn.modules.UpDownTorch method) training (nn.modules.aLIFTorch attribute) (nn.modules.ExpSynTorch attribute) (nn.modules.InstantTorch attribute) (nn.modules.LIFNeuronTorch attribute) (nn.modules.LIFTorch attribute) (nn.modules.LinearTorch attribute) (nn.modules.RateTorch attribute) (nn.modules.TorchModule attribute) (nn.modules.UpDownTorch attribute) training.adversarial_jax module training.jax_loss module training.torch_loss module tree_flatten() (nn.modules.ExpSynJax method) (nn.modules.InstantJax method) (nn.modules.JaxModule method) (nn.modules.LIFJax method) (nn.modules.LinearJax method) (nn.modules.LogSoftmaxJax method) (nn.modules.RateJax method) (nn.modules.SoftmaxJax method) tree_unflatten() (nn.modules.ExpSynJax class method) (nn.modules.InstantJax class method) (nn.modules.JaxModule class method) (nn.modules.LIFJax class method) (nn.modules.LinearJax class method) (nn.modules.LogSoftmaxJax class method) (nn.modules.RateJax class method) (nn.modules.SoftmaxJax class method) TSContinuous (class in timeseries) TSEvent (class in timeseries) type() (nn.modules.aLIFTorch method) (nn.modules.ExpSynTorch method) (nn.modules.InstantTorch method) (nn.modules.LIFNeuronTorch method) (nn.modules.LIFTorch method) (nn.modules.LinearTorch method) (nn.modules.RateTorch method) (nn.modules.TorchModule method) (nn.modules.UpDownTorch method)

U

UpDownTorch (class in nn.modules)

use_lowpass (nn.modules.ButterFilter attribute) (nn.modules.ButterMelFilter attribute)

V

V_mem_hid (devices.xylo.xylo_devkit_utils.XyloAllRam attribute) (devices.xylo.xylo_devkit_utils.XyloState attribute) V_mem_out (devices.xylo.xylo_devkit_utils.XyloAllRam attribute) (devices.xylo.xylo_devkit_utils.XyloState attribute) verify_xylo_version() (in module devices.xylo.xylo_devkit_utils)

vmem (nn.modules.aLIFTorch attribute) (nn.modules.LIF attribute) (nn.modules.LIFJax attribute) (nn.modules.LIFNeuronTorch attribute) (nn.modules.LIFTorch attribute)

W

w_ahp (nn.modules.aLIFTorch attribute) w_rec (nn.modules.aLIFTorch attribute) (nn.modules.LIF attribute) (nn.modules.LIFJax attribute) (nn.modules.LIFTorch attribute) (nn.modules.Rate attribute) (nn.modules.RateJax attribute) (nn.modules.RateTorch attribute)

weight (nn.modules.Linear attribute) (nn.modules.LinearJax attribute) (nn.modules.LinearTorch attribute) weights (graph.LinearWeights attribute) (nn.layers.Layer property) write_memory() (in module devices.xylo.xylo_devkit_utils) write_register() (in module devices.xylo.xylo_devkit_utils)

X

x (nn.modules.Rate attribute) (nn.modules.RateJax attribute) (nn.modules.RateTorch attribute) xpu() (nn.modules.aLIFTorch method) (nn.modules.ExpSynTorch method) (nn.modules.InstantTorch method) (nn.modules.LIFNeuronTorch method) (nn.modules.LIFTorch method) (nn.modules.LinearTorch method) (nn.modules.RateTorch method) (nn.modules.TorchModule method) (nn.modules.UpDownTorch method)

xraster() (timeseries.TSEvent method) XyloAllRam (class in devices.xylo.xylo_devkit_utils) XyloHiddenNeurons (class in devices.xylo) XyloOutputNeurons (class in devices.xylo) XyloSamna (class in devices.xylo) XyloSim (class in devices.xylo) XyloState (class in devices.xylo.xylo_devkit_utils)

Z

zero_grad() (nn.modules.aLIFTorch method) (nn.modules.ExpSynTorch method) (nn.modules.InstantTorch method) (nn.modules.LIFNeuronTorch method) (nn.modules.LIFTorch method) (nn.modules.LinearTorch method) (nn.modules.RateTorch method) (nn.modules.TorchModule method) (nn.modules.UpDownTorch method)

zero_memory() (in module devices.xylo.xylo_devkit_utils)