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Standard modules

Rockpool offers a set of modules with standardised dynamics, which operate identically regardless of which backend is used. These are listed below, and function with the combinators Sequential, Residual and FFwdStack.

↓ Dynamics | Backend →

Numpy / Scipy

Jax

Torch

Rate non-spiking

Rate

RateJax

RateTorch

LIF spiking

LIF

LIFJax

LIFTorch

Exponential Synapse

ExpSyn

ExpSynJax

ExpSynTorch

Instant

Instant

InstantJax

InstantTorch

Linear

Linear

LinearJax

LinearTorch