e-prop

Here are 4 public repositories matching this topic...

AmirhosseinR / e-prop-on-gsc

E-prop on spinnaker 2: exploring online learning in spiking rnns on neuromorphic hardware

training real-time deep-learning tensorflow spinnaker spiking-neural-networks online-learning neuromorphic-hardware cortex-m4f snn e-prop

Updated Feb 4, 2023
Python

riyaneel / Kinapse

Star

Kinetic NMDA recurrent SNN with sparse e-prop

reinforcement-learning simd low-latency avx2 bare-metal online-learning snn neuromorphic-computing cpp23 e-prop eligibility-traces

Updated Jun 9, 2026
C++

malhawarat / PG_LIF

Star

PG-LIF: a plateau-gated two-compartment spiking neuron for multi-timescale gradient propagation and local, hardware-compatible learning. Code and experiments for the Neurocomputing submission.

pytorch computational-neuroscience spiking-neural-networks snn e-prop btsp

Updated Sep 25, 2026
Jupyter Notebook

NotEnoughSnow / lorenz-spiking-reservoir

Star

A from-scratch exploration of spiking neural networks, reservoir computing, and bio-plausible learning rules. The project is built with neuromorphic hardware constraints in mind.

reservoir-computing neuromorphic-hardware snns e-prop

Updated Jun 8, 2026
Jupyter Notebook

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