Alternatives and similar repositories for SNN

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

• djsaunde / lm-snn
  Using spiking neurons and spike-timing-dependent plasticity to classify the MNIST handwritten digits.
  ☆170Updated 6 years ago
• npvoid / SDNN_python
  ☆70Updated 4 years ago
• tavanaei / Spiking-CNN
  Spiking Convolutional Neural Networks
  ☆68Updated 7 years ago
• zxzhijia / Brian2STDPMNIST
  Brian 2 version of Paper "Unsupervised Learning of digit recognition using STDP"
  ☆136Updated 4 years ago
• zhouyanasd / DL-NC
  spiking-neural-networks
  ☆38Updated 2 months ago
• markstrefford / Spiking-Neural-Network
  Basic SNN propogating spikes between LIF neurons
  ☆86Updated 7 years ago
• maael / SpikingNeuralNetwork
  A python implementation of a spiking neural network with STDP and Reinforcement learning methods
  ☆133Updated 8 years ago
• peter-u-diehl / stdp-mnist
  ☆356Updated 3 years ago
• IGITUGraz / LSNN-official
  Long short-term memory Spiking Neural Networks
  ☆107Updated 5 years ago
• chrhenning / snn_global_pattern_induction
  Framework to train and simulate a spiking neural network (SNN) using Brian2, that implements a learning rule that combines STDP with a gl…
  ☆14Updated 7 years ago
• haoyz / sym-STDP-SNN
  Code for the model presented in the paper "A Biologically Plausible Supervised Learning Method for Spiking Neural Networks Using the Symm…
  ☆50Updated 5 years ago
• NeuromorphicProcessorProject / snn_toolbox
  Toolbox for converting analog to spiking neural networks (ANN to SNN), and running them in a spiking neuron simulator.
  ☆387Updated 2 years ago
• surrogate-gradient-learning / pytorch-lif-autograd
  ☆38Updated 3 years ago
• jmsbrcwll / SpikeProp
  spiking neural network implementing the SpikeProp algorithm for the improvement of beat detection in heart sound signals
  ☆18Updated 11 years ago
• AliLotfi92 / SNNLSTM
  Implementation of Long Short Term Spiking NN
  ☆39Updated 3 years ago
• ricardodeazambuja / SNN-Experiments
  Some of my initial studies using spiking neural networks and Python
  ☆38Updated 3 years ago
• stonezwr / ST-RSBP
  ☆13Updated 5 years ago
• sujay-pandit / spiking-neural-networks-mnist-classification
  Pure python implementation of unsupervised MNIST classification using Spiking Neural Networks (using STDP)
  ☆32Updated 3 years ago
• roberthangu / snn_object_recognition
  One-Shot Object Appearance Learning using Spiking Neural Networks
  ☆23Updated 6 years ago
• IGITUGraz / eligibility_propagation
  ☆99Updated last year
• nmi-lab / decolle-public
  ☆46Updated 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…
  ☆274Updated 3 years ago
• neural-reckoning / cosyne-tutorial-2022
  Cosyne workshop tutorial 2022
  ☆125Updated 3 years ago
• XiaoquinNUDT / Three-SNN-learning-algorithms-in-Brian2
  The repository offer the simulation scripts of three different single-layer SNN learning algorihtms proposed by Querlioz, Diehl and this …
  ☆15Updated 5 years ago
• saunak1994 / SNNforMNIST
  A Spiking Neural Network Architecture for MNIST Digit Recognition
  ☆35Updated 7 years ago
• laurence-lin / tempotron
  a spiking neural network module, tempotron for classification
  ☆17Updated 4 years ago
• BasBuller / PySNN
  Efficient Spiking Neural Network framework, built on top of PyTorch for GPU acceleration
  ☆231Updated last year
• 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.
  ☆45Updated last year
• Squirtle-gpj / STCA-DSNN
  This repo is the implementation of the spatio-temporal credit assignment （STCA） algorithm for training deep spiking neural networks.
  ☆28Updated 6 years ago
• vikram-mm / Spiking-Neural-Network---Theano-Framework
  Spiking neural networks are biologically plausible CNNs which learn through a temporally dependent learning method known as Spike Time De…
  ☆10Updated 8 years ago