Alternatives and similar repositories for stdp-mnist:

Users that are interested in stdp-mnist 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.
  ☆156Updated 5 years ago
• zxzhijia / Brian2STDPMNIST
  Brian 2 version of Paper "Unsupervised Learning of digit recognition using STDP"
  ☆130Updated 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.
  ☆369Updated 2 years ago
• maael / SpikingNeuralNetwork
  A python implementation of a spiking neural network with STDP and Reinforcement learning methods
  ☆121Updated 7 years ago
• yjwu17 / STBP-for-training-SpikingNN
  Spatio-temporal BP for SNNs
  ☆215Updated 2 years ago
• markstrefford / Spiking-Neural-Network
  Basic SNN propogating spikes between LIF neurons
  ☆84Updated 6 years ago
• BasBuller / PySNN
  Efficient Spiking Neural Network framework, built on top of PyTorch for GPU acceleration
  ☆222Updated 6 months ago
• miladmozafari / SpykeTorch
  High-speed simulator of convolutional spiking neural networks with at most one spike per neuron.
  ☆385Updated 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…
  ☆266Updated 2 years ago
• XDUSPONGE / SNN_benchmark
  ☆253Updated 3 years ago
• npvoid / SDNN_python
  ☆68Updated 3 years ago
• nitin-rathi / hybrid-snn-conversion
  Training spiking networks with hybrid ann-snn conversion and spike-based backpropagation
  ☆99Updated 3 years ago
• dieuwkehupkes / Tempotron
  ☆65Updated 3 years ago
• tavanaei / Spiking-CNN
  Spiking Convolutional Neural Networks
  ☆65Updated 6 years ago
• bamsumit / slayerPytorch
  PyTorch implementation of SLAYER for training Spiking Neural Networks
  ☆313Updated 5 months ago
• tartavull / snn-rl
  Reinforcement Learning for Spiking Neural Networks
  ☆81Updated 5 months ago
• saunak1994 / SNNforMNIST
  A Spiking Neural Network Architecture for MNIST Digit Recognition
  ☆31Updated 6 years ago
• roberthangu / snn_object_recognition
  One-Shot Object Appearance Learning using Spiking Neural Networks
  ☆23Updated 5 years ago
• fzenke / spytorch
  Tutorial for surrogate gradient learning in spiking neural networks
  ☆301Updated 6 months ago
• dannyneil / spiking_relu_conversion
  ☆69Updated 9 years ago
• BINDS-LAB-UMASS / bindsnet_experiments
  Collection of experimental Python and accompanying Bash scripts for training and evaluation of BindsNET networks.
  ☆66Updated 2 years ago
• nmi-lab / dcll
  ☆42Updated 5 years ago
• IGITUGraz / LSNN-official
  Long short-term memory Spiking Neural Networks
  ☆98Updated 4 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 …
  ☆13Updated 5 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…
  ☆46Updated 4 years ago
• Shikhargupta / Spiking-Neural-Network
  Pure python implementation of SNN
  ☆1,061Updated 2 years ago
• aa-samad / conv_snn
  Code for "Convolutional spiking neural networks (SNN) for spatio-temporal feature extraction" paper
  ☆125Updated 4 years ago
• zhouyanasd / DL-NC
  spiking-neural-networks
  ☆36Updated last week
• byin-cwi / Efficient-spiking-networks
  Accurate and efficient Spiking recurrent networks on ECG,SHD,SSC,SOLI,(p)SMNIST,TIMIT
  ☆78Updated last year
• sujay-pandit / spiking-neural-networks-mnist-classification
  Pure python implementation of unsupervised MNIST classification using Spiking Neural Networks (using STDP)
  ☆27Updated 2 years ago