Alternatives and similar repositories for notebooks

Users that are interested in notebooks are comparing it to the libraries listed below

• surrogate-gradient-learning / spytorch
  Tutorial for surrogate gradient learning in spiking neural networks
  ☆46Updated 10 months ago
• IGITUGraz / LSNN-official
  Long short-term memory Spiking Neural Networks
  ☆103Updated 5 years ago
• genn-team / ml_genn
  A library for deep learning with Spiking Neural Networks (SNN).
  ☆33Updated this week
• synsense / rockpool
  A machine learning library for spiking neural networks. Supports training with both torch and jax pipelines, and deployment to neuromorph…
  ☆67Updated last week
• NeuroBench / neurobench
  Benchmark harness and baseline results for the NeuroBench algorithm track.
  ☆78Updated this week
• ChFrenkel / eprop-PyTorch
  PyTorch implementation of the eligibility propagation (e-prop) learning algorithm.
  ☆51Updated 3 years ago
• IGITUGraz / eligibility_propagation
  ☆91Updated last year
• open-neuromorphic / coding
  Coding projects by the community for the community
  ☆19Updated last week
• byin-cwi / sFPTT
  FeedForward Propagation Through Time on Spiking Neural Network (SNNs)
  ☆55Updated 2 years ago
• 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.
  ☆41Updated 9 months ago
• sujay-pandit / spiking-neural-networks-mnist-classification
  Pure python implementation of unsupervised MNIST classification using Spiking Neural Networks (using STDP)
  ☆29Updated 3 years ago
• ggoupy / CSNN-VDSP
  Convolutional spiking neural network implementing voltage-dependent synaptic plasticity and single-spike integrate-and-fire neurons
  ☆13Updated 2 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
• synsense / sinabs
  A deep learning library for spiking neural networks which is based on PyTorch, focuses on fast training and supports inference on neuromo…
  ☆95Updated this week
• juliancervos / stdp-nmnist
  Repository for the master thesis titled "Local Unsupervised Learning of Multimodal Event-Based Data with Spiking Neural Networks", by Jul…
  ☆23Updated 2 years ago
• intel-nrc-ecosystem / models
  This repository will host models, modules, algorithms and applications developed by the INRC Community to run on the Intel Loihi Platform…
  ☆83Updated last year
• NeuromorphicProcessorProject / snntoolbox_applications
  Collection of Spiking Neural Network applications for SNN Toolbox.
  ☆31Updated 5 years ago
• nmi-lab / torchneuromorphic
  Datasets recorded from Neuromorphic Sensors or Conversions using Simulations of Sensors
  ☆31Updated last year
• tavanaei / Spiking-CNN
  Spiking Convolutional Neural Networks
  ☆69Updated 6 years ago
• fzenke / spytorch
  Tutorial for surrogate gradient learning in spiking neural networks
  ☆318Updated 10 months ago
• surrogate-gradient-learning / pytorch-lif-autograd
  ☆38Updated 3 years ago
• npvoid / neural_heterogeneity
  ☆30Updated 4 months ago
• electronicvisions / lauscher
  ☆23Updated last year
• Thvnvtos / SNN-delays
  Official implementation of "Learning Delays in Spiking Neural Networks using Dilated Convolutions with Learnable Spacings" [ICLR2024]
  ☆59Updated last year
• thomasaimondy / SBP
  The biologically plausible self backpropagation on SNNs and ANNs
  ☆12Updated 3 years ago
• eva1801 / DH-SNN
  ☆44Updated last year
• MXHX7199 / SNN-SSTDP
  SSTDP is a efficient spiking neural network training framework, which is contributed by Fangxin Liu and Wenbo Zhao.
  ☆34Updated 3 years ago
• romainzimmer / s2net
  Supervised Spiking Network
  ☆80Updated 2 years ago
• lolemacs / pytorch-eventprop
  A PyTorch implementation of EventProp [https://arxiv.org/abs/2009.08378], a method to train Spiking Neural Networks
  ☆49Updated 4 years ago
• sagacitysite / brian2_loihi
  A Loihi emulator based on Brian2
  ☆29Updated 3 years ago