Spatio-temporal BP for SNNs
☆243May 17, 2022Updated 4 years ago
Alternatives and similar repositories for STBP-for-training-SpikingNN
Users that are interested in STBP-for-training-SpikingNN are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆254May 8, 2021Updated 5 years ago
- A simple direct training implement for SNNs using Spatio-Temporal Backpropagation☆88Apr 15, 2023Updated 3 years ago
- Pytorch implementation of TSSL-BP rule for Deep Spiking Neural Networks.☆72Apr 16, 2024Updated 2 years ago
- The code associated with Comparing SNNs and RNNs on neuromorphic vision datasets: Similarities and differences.☆54Aug 20, 2021Updated 5 years ago
- PyTorch implementation of SLAYER for training Spiking Neural Networks☆325Jul 17, 2026Updated 3 months 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.
- Training spiking networks with hybrid ann-snn conversion and spike-based backpropagation☆103Apr 4, 2021Updated 5 years ago
- This repo is the implementation of the spatio-temporal credit assignment （STCA） algorithm for training deep spiking neural networks.☆27Aug 7, 2019Updated 7 years ago
- Incorporating Learnable Membrane Time Constant to Enhance Learning of Spiking Neural Networks☆125Aug 9, 2022Updated 4 years ago
- ☆14Dec 2, 2021Updated 4 years ago
- Deep Residual Learning in Spiking Neural Networks☆201Aug 9, 2022Updated 4 years ago
- ☆42Sep 4, 2019Updated 7 years ago
- ☆17Dec 18, 2020Updated 5 years ago
- GLIF: A Unified Gated Leaky Integrate-and-Fire Neuron for Spiking Neural Networks, NeurIPS 2022 Poster☆55Feb 18, 2023Updated 3 years ago
- Code for temporal efficient training☆74Jul 16, 2025Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Code for "Convolutional spiking neural networks (SNN) for spatio-temporal feature extraction" paper☆143Oct 22, 2020Updated 6 years ago
- ☆13Oct 1, 2020Updated 6 years ago
- Simulation of spiking neural networks (SNNs) using PyTorch.☆1,708Updated this week
- Update arXiv papers about Spiking Neural Networks daily.☆523Updated this week
- ☆371Mar 3, 2022Updated 4 years ago
- SpikingJelly is an open-source deep learning framework for Spiking Neural Network (SNN) based on PyTorch.☆2,180Updated this week
- Long short-term memory Spiking Neural Networks☆113Feb 25, 2020Updated 6 years ago
- Feedforward spiking neural network has been trained with SpikeProp algorithm☆22Feb 6, 2018Updated 8 years ago
- ☆13Nov 30, 2021Updated 4 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.
- Accurate and efficient Spiking recurrent networks on ECG,SHD,SSC,SOLI,(p)SMNIST,TIMIT☆91Feb 17, 2023Updated 3 years ago
- ☆57Dec 8, 2022Updated 3 years ago
- ☆32Jan 15, 2019Updated 7 years ago
- ☆48Oct 13, 2026Updated 3 weeks ago
- ICLR 2023, Spikformer: When Spiking Neural Network Meets Transformer☆419Jan 23, 2024Updated 2 years ago
- High-speed simulator of convolutional spiking neural networks with at most one spike per neuron.☆408Sep 7, 2021Updated 5 years ago
- Code for the model presented in the paper "LISNN: Improving Spiking Neural Networks with Lateral Interactions for Robust Object Recogniti…☆13Nov 20, 2020Updated 5 years ago
- Paper list for SNN based computer vision tasks.☆131Sep 8, 2024Updated 2 years ago
- A PyTorch implementation of Spiking-YOLOv3. Two branches are provided, based on two common PyTorch implementation of YOLOv3(ultralytics/y…☆226Mar 23, 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.
- Supervised Spiking Network☆83Jun 25, 2022Updated 4 years ago
- Pure python implementation of SNN☆1,221Jul 29, 2022Updated 4 years ago
- Using spiking neurons and spike-timing-dependent plasticity to classify the MNIST handwritten digits.☆171Jun 10, 2019Updated 7 years ago
- Pytorch implementation of Neuromorphic Data Augmentation for SNN, Accepted to ECCV 2022.☆44Dec 12, 2022Updated 3 years ago
- ☆39Jan 26, 2022Updated 4 years ago
- Temporal backpropagation for spiking neural networks with one spike per neuron, by S. R. Kheradpisheh and T. Masquelier, International Jo…☆67Dec 29, 2020Updated 5 years ago
- Collect important papers about snn☆32Jul 15, 2021Updated 5 years ago