Alternatives and similar repositories for Spiking-Neural-Network

Users that are interested in Spiking-Neural-Network are comparing it to the libraries listed below

• BindsNET / bindsnet
  Simulation of spiking neural networks (SNNs) using PyTorch.
  ☆1,640Updated 3 weeks ago
• peter-u-diehl / stdp-mnist
  ☆355Updated 3 years ago
• NeuromorphicProcessorProject / snn_toolbox
  Toolbox for converting analog to spiking neural networks (ANN to SNN), and running them in a spiking neuron simulator.
  ☆386Updated 2 years ago
• miladmozafari / SpykeTorch
  High-speed simulator of convolutional spiking neural networks with at most one spike per neuron.
  ☆395Updated 4 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…
  ☆274Updated 3 years ago
• djsaunde / lm-snn
  Using spiking neurons and spike-timing-dependent plasticity to classify the MNIST handwritten digits.
  ☆169Updated 6 years ago
• norse / norse
  Deep learning with spiking neural networks (SNNs) in PyTorch.
  ☆772Updated 2 months ago
• maael / SpikingNeuralNetwork
  A python implementation of a spiking neural network with STDP and Reinforcement learning methods
  ☆132Updated 8 years ago
• BasBuller / PySNN
  Efficient Spiking Neural Network framework, built on top of PyTorch for GPU acceleration
  ☆231Updated last year
• zxzhijia / Brian2STDPMNIST
  Brian 2 version of Paper "Unsupervised Learning of digit recognition using STDP"
  ☆136Updated 4 years ago
• brian-team / brian2
  Brian is a free, open source simulator for spiking neural networks.
  ☆1,073Updated this week
• jeshraghian / snntorch
  Deep and online learning with spiking neural networks in Python
  ☆1,794Updated 3 weeks ago
• bamsumit / slayerPytorch
  PyTorch implementation of SLAYER for training Spiking Neural Networks
  ☆324Updated 6 months ago
• XDUSPONGE / SNN_benchmark
  ☆255Updated 4 years ago
• npvoid / SDNN_python
  ☆70Updated 4 years ago
• fzenke / spytorch
  Tutorial for surrogate gradient learning in spiking neural networks
  ☆344Updated last year
• yjwu17 / STBP-for-training-SpikingNN
  Spatio-temporal BP for SNNs
  ☆232Updated 3 years ago
• markstrefford / Spiking-Neural-Network
  Basic SNN propogating spikes between LIF neurons
  ☆86Updated 7 years ago
• fangwei123456 / spikingjelly
  SpikingJelly is an open-source deep learning framework for Spiking Neural Network (SNN) based on PyTorch.
  ☆1,814Updated this week
• SpikingChen / SNN-Daily-Arxiv
  Update arXiv papers about Spiking Neural Networks daily.
  ☆441Updated last week
• roberthangu / snn_object_recognition
  One-Shot Object Appearance Learning using Spiking Neural Networks
  ☆23Updated 6 years ago
• tavanaei / Spiking-CNN
  Spiking Convolutional Neural Networks
  ☆68Updated 6 years ago
• saunak1994 / SNNforMNIST
  A Spiking Neural Network Architecture for MNIST Digit Recognition
  ☆34Updated 7 years ago
• IGITUGraz / LSNN-official
  Long short-term memory Spiking Neural Networks
  ☆107Updated 5 years ago
• BINDS-LAB-UMASS / bindsnet_experiments
  Collection of experimental Python and accompanying Bash scripts for training and evaluation of BindsNET networks.
  ☆66Updated 3 years ago
• byin-cwi / Efficient-spiking-networks
  Accurate and efficient Spiking recurrent networks on ECG,SHD,SSC,SOLI,(p)SMNIST,TIMIT
  ☆83Updated 2 years ago
• BINDS-LAB-UMASS / bindsnet
  Simulation of spiking neural networks (SNNs) using PyTorch.
  ☆44Updated last year
• TheBrainLab / Awesome-Spiking-Neural-Networks
  A paper list of spiking neural networks, including papers, codes, and related websites. 本仓库收集脉冲神经网络相关的顶会顶刊以及CNS论文和代码，正在持续更新中。
  ☆635Updated 3 weeks ago
• laurence-lin / tempotron
  a spiking neural network module, tempotron for classification
  ☆17Updated 4 years ago
• dieuwkehupkes / Tempotron
  ☆66Updated 3 years ago