Alternatives and similar repositories for SpykeTorch

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

• BasBuller / PySNN
  Efficient Spiking Neural Network framework, built on top of PyTorch for GPU acceleration
  ☆229Updated last year
• NeuromorphicProcessorProject / snn_toolbox
  Toolbox for converting analog to spiking neural networks (ANN to SNN), and running them in a spiking neuron simulator.
  ☆378Updated 2 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
• fzenke / spytorch
  Tutorial for surrogate gradient learning in spiking neural networks
  ☆325Updated last year
• peter-u-diehl / stdp-mnist
  ☆347Updated 3 years ago
• djsaunde / lm-snn
  Using spiking neurons and spike-timing-dependent plasticity to classify the MNIST handwritten digits.
  ☆166Updated 6 years ago
• bamsumit / slayerPytorch
  PyTorch implementation of SLAYER for training Spiking Neural Networks
  ☆318Updated 2 months ago
• norse / norse
  Deep learning with spiking neural networks (SNNs) in PyTorch.
  ☆748Updated 3 weeks ago
• npvoid / SDNN_python
  ☆70Updated 3 years ago
• IGITUGraz / eligibility_propagation
  ☆93Updated last year
• BINDS-LAB-UMASS / bindsnet_experiments
  Collection of experimental Python and accompanying Bash scripts for training and evaluation of BindsNET networks.
  ☆66Updated 2 years ago
• BINDS-LAB-UMASS / bindsnet
  Simulation of spiking neural networks (SNNs) using PyTorch.
  ☆43Updated last year
• maael / SpikingNeuralNetwork
  A python implementation of a spiking neural network with STDP and Reinforcement learning methods
  ☆128Updated 8 years ago
• tavanaei / Spiking-CNN
  Spiking Convolutional Neural Networks
  ☆68Updated 6 years ago
• google / ihmehimmeli
  ☆142Updated 4 years ago
• zxzhijia / Brian2STDPMNIST
  Brian 2 version of Paper "Unsupervised Learning of digit recognition using STDP"
  ☆133Updated 4 years ago
• djsaunde / spiketorch
  Experiments with spiking neural networks (SNNs) in PyTorch. See https://github.com/BINDS-LAB-UMASS/bindsnet for the successor to this pro…
  ☆90Updated 7 years ago
• IGITUGraz / LSNN-official
  Long short-term memory Spiking Neural Networks
  ☆102Updated 5 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…
  ☆84Updated last year
• XDUSPONGE / SNN_benchmark
  ☆253Updated 4 years ago
• markstrefford / Spiking-Neural-Network
  Basic SNN propogating spikes between LIF neurons
  ☆86Updated 6 years ago
• BindsNET / bindsnet
  Simulation of spiking neural networks (SNNs) using PyTorch.
  ☆1,604Updated last week
• surrogate-gradient-learning / pytorch-lif-autograd
  ☆38Updated 3 years ago
• neuromorphs / tonic
  Event datasets and transforms.
  ☆252Updated 2 months ago
• brian-team / brian2
  Brian is a free, open source simulator for spiking neural networks.
  ☆1,036Updated this week
• nmi-lab / dcll
  ☆42Updated 5 years ago
• nmi-lab / decolle-public
  ☆45Updated 3 years ago
• Shikhargupta / Spiking-Neural-Network
  Pure python implementation of SNN
  ☆1,109Updated 3 years ago
• fzenke / pub2018superspike
  Code from our paper: SuperSpike: Supervised learning in multi-layer spiking neural networks.
  ☆56Updated 7 years ago
• yjwu17 / STBP-for-training-SpikingNN
  Spatio-temporal BP for SNNs
  ☆229Updated 3 years ago