Alternatives and similar repositories for awesome-spiking-neural-networks

Users that are interested in awesome-spiking-neural-networks are comparing it to the libraries listed below

• neuromorphs / tonic
  Event datasets and transforms.
  ☆253Updated 2 months ago
• yfguo91 / Awesome-Spiking-Neural-Networks
  Awesome Spiking Neural Networks
  ☆135Updated 5 months ago
• pkuxmq / OTTT-SNN
  [NeurIPS 2022] Online Training Through Time for Spiking Neural Networks
  ☆63Updated last year
• nmi-lab / decolle-public
  ☆45Updated 3 years ago
• Thvnvtos / SNN-delays
  Official implementation of "Learning Delays in Spiking Neural Networks using Dilated Convolutions with Learnable Spacings" [ICLR2024]
  ☆62Updated last year
• IGITUGraz / LSNN-official
  Long short-term memory Spiking Neural Networks
  ☆103Updated 5 years ago
• neuromorphs / NIR
  Neuromorphic Intermediate Representation reference implementation
  ☆123Updated 2 weeks ago
• IGITUGraz / eligibility_propagation
  ☆93Updated last year
• kamata1729 / FullySpikingVAE
  Official implementation of Fully Spiking Variational Autoencoder [AAAI2022]
  ☆73Updated 2 years ago
• fzenke / spytorch
  Tutorial for surrogate gradient learning in spiking neural networks
  ☆326Updated last year
• bamsumit / slayerPytorch
  PyTorch implementation of SLAYER for training Spiking Neural Networks
  ☆319Updated 2 months ago
• byin-cwi / sFPTT
  FeedForward Propagation Through Time on Spiking Neural Network (SNNs)
  ☆55Updated 2 years ago
• NeuromorphicComputing / SoftHebb
  ☆84Updated last year
• chan8972 / Enabling_Spikebased_Backpropagation
  ☆34Updated 5 years ago
• NeuroBench / neurobench
  Benchmark harness and baseline results for the NeuroBench algorithm track.
  ☆89Updated 3 weeks ago
• synsense / rockpool
  A machine learning library for spiking neural networks. Supports training with both torch and jax pipelines, and deployment to neuromorph…
  ☆73Updated last month
• norse / notebooks
  Notebooks illustrating the use of Norse, a library for deep-learning with spiking neural networks.
  ☆32Updated last year
• SRKH / S4NN
  Temporal backpropagation for spiking neural networks with one spike per neuron, by S. R. Kheradpisheh and T. Masquelier, International Jo…
  ☆62Updated 4 years ago
• surrogate-gradient-learning / pytorch-lif-autograd
  ☆38Updated 3 years ago
• lava-nc / lava-dl
  Deep Learning library for Lava
  ☆165Updated last month
• cowolff / Simple-Spiking-Neural-Network-STDP
  A simple from scratch implementation of a Spiking-Neural-Network with STDP in Python which is beeing trained on MNIST.
  ☆44Updated 11 months ago
• fangwei123456 / Spike-Element-Wise-ResNet
  Deep Residual Learning in Spiking Neural Networks
  ☆173Updated 3 years ago
• synsense / sinabs
  A deep learning library for spiking neural networks which is based on PyTorch, focuses on fast training and supports inference on neuromo…
  ☆103Updated last month
• aa-samad / conv_snn
  Code for "Convolutional spiking neural networks (SNN) for spatio-temporal feature extraction" paper
  ☆132Updated 4 years ago
• markstrefford / Spiking-Neural-Network
  Basic SNN propogating spikes between LIF neurons
  ☆86Updated 7 years ago
• nitin-rathi / hybrid-snn-conversion
  Training spiking networks with hybrid ann-snn conversion and spike-based backpropagation
  ☆102Updated 4 years ago
• byin-cwi / Efficient-spiking-networks
  Accurate and efficient Spiking recurrent networks on ECG,SHD,SSC,SOLI,(p)SMNIST,TIMIT
  ☆81Updated 2 years ago
• Intelligent-Computing-Lab-Panda / BNTT-Batch-Normalization-Through-Time
  BNTT - Frontiers in Neuroscience (2021)
  ☆48Updated 3 years ago
• ChFrenkel / eprop-PyTorch
  PyTorch implementation of the eligibility propagation (e-prop) learning algorithm.
  ☆53Updated 3 years ago
• guillaume-chevalier / Spiking-Neural-Network-SNN-with-PyTorch-where-Backpropagation-engenders-STDP
  What about coding a Spiking Neural Network using an automatic differentiation framework? In SNNs, there is a time axis and the neural net…
  ☆269Updated 2 years ago