Temporal backpropagation for spiking neural networks with one spike per neuron, by S. R. Kheradpisheh and T. Masquelier, International Journal of Neural Systems (2020), doi: 10.1142/S0129065720500276
☆65Dec 29, 2020Updated 5 years ago
Alternatives and similar repositories for S4NN
Users that are interested in S4NN are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code for training binary and WTA SNNs☆17Mar 25, 2022Updated 4 years ago
- Supervised Spiking Network☆83Jun 25, 2022Updated 3 years ago
- ☆13Oct 1, 2020Updated 5 years ago
- ☆145May 12, 2021Updated 4 years ago
- Code for DCT_SNN, an input encoding scheme for SNNs using DCT☆20Sep 30, 2021Updated 4 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Pytorch implementation of TSSL-BP rule for Deep Spiking Neural Networks.☆72Apr 16, 2024Updated 2 years ago
- High-speed simulator of convolutional spiking neural networks with at most one spike per neuron.☆399Sep 7, 2021Updated 4 years ago
- Deep SNNs with various neural coding methods (rate, phase, burst, TTFS)☆12Feb 15, 2022Updated 4 years ago
- In this repo, Spiking recurrent neural network is applied on various task for ICONs2020☆31Dec 17, 2020Updated 5 years ago
- spiking-neural-networks☆38Oct 4, 2025Updated 7 months ago
- Spiking neural networks (SNNs) for speech classification☆12Mar 14, 2022Updated 4 years ago
- ☆17Dec 18, 2020Updated 5 years ago
- Spatio-temporal BP for SNNs☆240May 17, 2022Updated 3 years ago
- Spiking Neural Networks in C++ with strong GPU acceleration through CUDA☆137Jul 3, 2020Updated 5 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- This is a repository with implementations of neuron models, synapses, and spiking neural networks (SNN). It's still in development and it…☆32Aug 5, 2020Updated 5 years ago
- Training spiking networks with hybrid ann-snn conversion and spike-based backpropagation☆103Apr 4, 2021Updated 5 years ago
- ☆14Dec 2, 2021Updated 4 years ago
- ☆18Oct 15, 2021Updated 4 years ago
- Long short-term memory Spiking Neural Networks☆112Feb 25, 2020Updated 6 years ago
- A simple direct training implement for SNNs using Spatio-Temporal Backpropagation☆87Apr 15, 2023Updated 3 years ago
- Efficient Spiking Neural Network framework, built on top of PyTorch for GPU acceleration☆231Jul 31, 2024Updated last year
- ☆30Dec 8, 2020Updated 5 years ago
- PyTorch implementation of SLAYER for training Spiking Neural Networks☆325May 30, 2025Updated 11 months ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Nuerapse simulations for SNNs☆25Oct 10, 2018Updated 7 years ago
- Experiments with spiking neural networks (SNNs) in PyTorch. See https://github.com/BINDS-LAB-UMASS/bindsnet for the successor to this pro…☆90Mar 15, 2018Updated 8 years ago
- Paper submission☆21Aug 7, 2023Updated 2 years ago
- This small deep learning dataset was developed for research on biologically plausible error-backpropagation and deep learning in spiking …☆32Jan 7, 2025Updated last year
- Feedforward spiking neural network has been trained with SpikeProp algorithm☆22Feb 6, 2018Updated 8 years ago
- Spiking Convolutional Neural Networks☆69Dec 7, 2018Updated 7 years ago
- Toolbox for converting analog to spiking neural networks (ANN to SNN), and running them in a spiking neuron simulator.☆397Jan 13, 2023Updated 3 years ago
- BNTT - Frontiers in Neuroscience (2021)☆49Nov 11, 2021Updated 4 years ago
- 本サンプルコードは「ゼロから学ぶスパイキングニューラルネットワーク」で取り扱っているコードをまとめたものです．☆18Jan 2, 2021Updated 5 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- This repository contains code from our paper Efficient and Accurate Conversion of Spiking Neural Network with Burst Spikes, published in …☆19Apr 29, 2022Updated 4 years ago
- ☆42Sep 4, 2019Updated 6 years ago
- Tutorial for surrogate gradient learning in spiking neural networks☆48Jul 25, 2024Updated last year
- What about coding a Spiking Neural Network using an automatic differentiation framework? In SNNs, there is a time axis and the neural net…☆275Nov 6, 2022Updated 3 years ago
- Tutorial for surrogate gradient learning in spiking neural networks☆356Jul 25, 2024Updated last year
- ☆71Sep 21, 2021Updated 4 years ago
- Datasets recorded from Neuromorphic Sensors or Conversions using Simulations of Sensors☆32Apr 22, 2024Updated 2 years ago