XDUSPONGE / SNN_benchmark
☆250Updated 3 years ago
Related projects ⓘ
Alternatives and complementary repositories for SNN_benchmark
- Spatio-temporal BP for SNNs☆213Updated 2 years ago
- Training spiking networks with hybrid ann-snn conversion and spike-based backpropagation☆97Updated 3 years ago
- A simple direct training implement for SNNs using Spatio-Temporal Backpropagation☆82Updated last year
- Incorporating Learnable Membrane Time Constant to Enhance Learning of Spiking Neural Networks☆96Updated 2 years ago
- Toolbox for converting analog to spiking neural networks (ANN to SNN), and running them in a spiking neuron simulator.☆363Updated last year
- Paper list for SNN based computer vision tasks.☆117Updated 2 months ago
- Brian 2 version of Paper "Unsupervised Learning of digit recognition using STDP"☆129Updated 3 years ago
- Deep Residual Learning in Spiking Neural Networks☆149Updated 2 years ago
- Pytorch implementation of TSSL-BP rule for Deep Spiking Neural Networks.☆68Updated 7 months ago
- Accurate and efficient Spiking recurrent networks on ECG,SHD,SSC,SOLI,(p)SMNIST,TIMIT☆76Updated last year
- PyTorch implementation of SLAYER for training Spiking Neural Networks☆309Updated 3 months ago
- Update arXiv papers about Spiking Neural Networks daily.☆294Updated this week
- Using spiking neurons and spike-timing-dependent plasticity to classify the MNIST handwritten digits.☆155Updated 5 years ago
- 🔥🔥🔥A collection of some awesome public SNN(Spiking Neural Network) projects.☆144Updated last month
- The code associated with Comparing SNNs and RNNs on neuromorphic vision datasets: Similarities and differences.☆51Updated 3 years ago
- Code for "Convolutional spiking neural networks (SNN) for spatio-temporal feature extraction" paper☆123Updated 4 years ago
- Collect important papers about snn☆30Updated 3 years ago
- Spike-based artificial intelligence computing platform☆95Updated 5 months ago
- ☆48Updated last year
- ☆331Updated 2 years ago
- ☆42Updated 5 years ago
- This repo is the implementation of the spatio-temporal credit assignment (STCA) algorithm for training deep spiking neural networks.☆25Updated 5 years ago
- Deep Learning library for Lava☆154Updated this week
- 🔥 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。☆265Updated 3 weeks ago
- Spiking Convolutional Neural Networks☆64Updated 5 years ago
- Code for temporal efficient training☆56Updated 3 months ago
- ☆35Updated 2 years ago
- High-speed simulator of convolutional spiking neural networks with at most one spike per neuron.☆382Updated 3 years ago
- A python implementation of a spiking neural network with STDP and Reinforcement learning methods☆121Updated 7 years ago
- Implementation of Long Short Term Spiking NN☆38Updated 2 years ago