rockpool.devices.dynapse.quantization.autoencoder

Modules

rockpool.devices.dynapse.quantization.autoencoder.digital

Dynap-SE autoencoder based quantization digital autoencoder implementation

rockpool.devices.dynapse.quantization.autoencoder.gradient

Dynap-SE autoencoder based quantization package custom gradient implementation

rockpool.devices.dynapse.quantization.autoencoder.learn

Dynap-SE autoencoder based quantization unsupervised weight configuration learning utilities

rockpool.devices.dynapse.quantization.autoencoder.loss

Dynap-SE autoencoder based quantization loss computation package

rockpool.devices.dynapse.quantization.autoencoder.weight_handler

Dynap-SE weight quantization weight handler implementation The handler stores the non-zero indexes, flattens the recurrent and input weights and help reconstructing Includes utility methods to restore/reshape weight matrices from compartments