yjwu17 / STBP-for-training-SpikingNN

Related projects ⓘ

Alternatives and complementary repositories for STBP-for-training-SpikingNN

• thiswinex / STBP-simple
  A simple direct training implement for SNNs using Spatio-Temporal Backpropagation
  ☆81Updated last year
• XDUSPONGE / SNN_benchmark
  ☆250Updated 3 years ago
• fangwei123456 / Parametric-Leaky-Integrate-and-Fire-Spiking-Neuron
  Incorporating Learnable Membrane Time Constant to Enhance Learning of Spiking Neural Networks
  ☆95Updated 2 years ago
• nitin-rathi / hybrid-snn-conversion
  Training spiking networks with hybrid ann-snn conversion and spike-based backpropagation
  ☆97Updated 3 years ago
• hewh16 / SNNs-RNNs
  The code associated with Comparing SNNs and RNNs on neuromorphic vision datasets: Similarities and differences.
  ☆51Updated 3 years ago
• byin-cwi / Efficient-spiking-networks
  Accurate and efficient Spiking recurrent networks on ECG,SHD,SSC,SOLI,(p)SMNIST,TIMIT
  ☆76Updated last year
• aa-samad / conv_snn
  Code for "Convolutional spiking neural networks (SNN) for spatio-temporal feature extraction" paper
  ☆123Updated 4 years ago
• Jackn0 / must-read-papers-on-snn
  Collect important papers about snn
  ☆30Updated 3 years ago
• zxzhijia / Brian2STDPMNIST
  Brian 2 version of Paper "Unsupervised Learning of digit recognition using STDP"
  ☆129Updated 3 years ago
• fangwei123456 / Spike-Element-Wise-ResNet
  Deep Residual Learning in Spiking Neural Networks
  ☆149Updated 2 years ago
• wangxiao5791509 / SNN_CV_Applications_Resources
  Paper list for SNN based computer vision tasks.
  ☆117Updated 2 months ago
• peter-u-diehl / stdp-mnist
  ☆330Updated 2 years ago
• brain-intelligence-lab / temporal_efficient_training
  Code for temporal efficient training
  ☆56Updated 3 months ago
• stonezwr / TSSL-BP
  Pytorch implementation of TSSL-BP rule for Deep Spiking Neural Networks.
  ☆68Updated 7 months ago
• Squirtle-gpj / STCA-DSNN
  This repo is the implementation of the spatio-temporal credit assignment （STCA） algorithm for training deep spiking neural networks.
  ☆25Updated 5 years ago
• djsaunde / lm-snn
  Using spiking neurons and spike-timing-dependent plasticity to classify the MNIST handwritten digits.
  ☆154Updated 5 years ago
• iCGY96 / syops-counter
  SyOPs counter for spiking neural networks
  ☆49Updated last year
• BICLab / Attention-SNN
  Offical implementation of "Attention Spiking Neural Networks" (IEEE T-PAMI2023)
  ☆62Updated 6 months ago
• NeuromorphicProcessorProject / snn_toolbox
  Toolbox for converting analog to spiking neural networks (ANN to SNN), and running them in a spiking neuron simulator.
  ☆363Updated last year
• yfguo91 / Awesome-Spiking-Neural-Networks
  Awesome Spiking Neural Networks
  ☆102Updated 6 months ago
• saunak1994 / SNNforMNIST
  A Spiking Neural Network Architecture for MNIST Digit Recognition
  ☆32Updated 6 years ago
• tavanaei / Spiking-CNN
  Spiking Convolutional Neural Networks
  ☆64Updated 5 years ago
• pkuxmq / OTTT-SNN
  [NeurIPS 2022] Online Training Through Time for Spiking Neural Networks
  ☆53Updated 11 months ago
• putshua / SNN_conversion_QCFS
  ☆48Updated last year
• Windere / ASGL-SNN
  Offical implementation of "Adaptive Smoothing Gradient Learning for Spiking Neural Networks", ICML 2023
  ☆19Updated last year
• SpikingChen / SNN-Daily-Arxiv
  Update arXiv papers about Spiking Neural Networks daily.
  ☆292Updated this week
• AXYZdong / awesome-snn-conference-paper
  🔥 This repo collects top international conference papers, codes about Spiking Neural Networks. 本仓库收集了脉冲神经网络领域的顶会顶刊论文和代码，正在持续更新中。
  ☆264Updated 3 weeks ago
• bamsumit / slayerPytorch
  PyTorch implementation of SLAYER for training Spiking Neural Networks
  ☆309Updated 3 months ago
• zju-bmi-lab / SPAIC
  Spike-based artificial intelligence computing platform
  ☆94Updated 5 months ago
• coderonion / awesome-snn
  🔥🔥🔥A collection of some awesome public SNN(Spiking Neural Network) projects.
  ☆143Updated last month