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jeshraghian
snntorch

Deep and online learning with spiking neural networks in Python

44K 2K 284
fangwei123456
spikingjelly

SpikingJelly is an open-source deep learning framework for Spiking Neural Network (SNN) based on PyTorch.

17K 2K 307
synsense
sinabs

A deep learning library for spiking neural networks which is based on PyTorch, focuses on fast training and supports inference on neuromorphic hardware.

9K 114 13
Yegor-men
tracetorch

A strict, ergonomic, and powerful library for SNNs, RNNs and SSMs in PyTorch.

6K 2 0
SynSense
rockpool

A machine learning library for spiking neural networks. Supports training with both torch and jax pipelines, and deployment to neuromorphic hardware.

1K 82 14
kmheckel
spyx

Spyx: Spiking Neural Networks in JAX

862 135 14
anulum
sc-neurocore

Universal Stochastic Computing Framework for Neuromorphic Hardware — Rust SIMD engine, Python simulation, Verilog RTL, HDC/VSA, SCPN integration

379 2 0
HrishikeshRajulu
synaptic-ml

The TensorFlow for neuromorphic computing. Train spiking neural networks and deploy to Intel Loihi 2 at 1000x less energy than GPU.

362 2 0
dancasmor
spymem

An open-source package that offer fully-functional spike-based bio-inspired hippocampal memory models implemented with SNN technology in the SpiNNaker hardware.

329 3 0
ShahriarRezghi
spyker

Spiking Deep Neural Networks Library

181 30 3
RuggeroFreddi
snn-reservoir-py

Spiking Neural Network (SNN) – Reservoir Model with spike-based feature extraction

150 3 1
fangwei123456
spikingflow

SpikingJelly is an open-source deep learning framework for Spiking Neural Network (SNN) based on PyTorch.

1 2K 304
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