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Mixing and matching biologically plausible learning rules for vanilla RNNs

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rnn-learning

Mixing and matching biologically plausible learning rules for vanilla RNNs

Note that the following repository is a work in progress. Please contact j.portes@columbia.edu for more details.

RNN schematic


The general structure of the simulation class, and probes/monitors in particular, are directly inspired by Owen Marschall's repo https://github.com/omarschall/vanilla-rtrl/

The implementation for the RFLO algorithm is inspired by Murray 2019 "Local online learning in recurrent networks with random feedback" (see https://github.com/murray-lab/rflo-learning for more details)

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Mixing and matching biologically plausible learning rules for vanilla RNNs

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