This project used STBP-tdBN method to directly train Deep Spiking Neural Networks from scratch with PyTorch
☆36Feb 2, 2023Updated 3 years ago
Alternatives and similar repositories for direct-training-snn
Users that are interested in direct-training-snn are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- This is my project to solve the Lunar Lander environment using the Deep Q-Learning Algorithm with Experience Replay☆12Jan 3, 2023Updated 3 years ago
- This repo includes all of the solutions to the Algorithmic Toolbox course from Coursera☆10Oct 10, 2022Updated 3 years ago
- A simple direct training implement for SNNs using Spatio-Temporal Backpropagation☆87Apr 15, 2023Updated 3 years ago
- ☆12Jan 14, 2025Updated last year
- Codes of the paper of "Surrogate-Assisted Evolutionary Search of Spiking Neural Architectures in Liquid State Machines"☆12Feb 15, 2023Updated 3 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.
- ☆23Jul 11, 2023Updated 3 years ago
- IBA: Towards Irreversible Backdoor Attacks in Federated Learning (Poster at NeurIPS 2023)☆41Sep 10, 2025Updated last year
- Offical Implementation of "CLIF: Complementary Leaky Integrate-and-Fire Neuron for Spiking Neural Networks" (ICML 2024 spotlight)☆27Sep 17, 2025Updated last year
- Create a new backward path for more accurate SNN gradients.☆17Aug 19, 2024Updated 2 years ago
- GLIF: A Unified Gated Leaky Integrate-and-Fire Neuron for Spiking Neural Networks, NeurIPS 2022 Poster☆54Feb 18, 2023Updated 3 years ago
- The code associated with Comparing SNNs and RNNs on neuromorphic vision datasets: Similarities and differences.☆54Aug 20, 2021Updated 5 years ago
- This is the implementation of MLF & spiking DS-ResNet☆16Dec 20, 2023Updated 2 years ago
- Optimizing threshold and leak in LIF neurons with end-to-end backpropagation☆21Sep 10, 2021Updated 5 years ago
- Code for temporal efficient training☆74Jul 16, 2025Updated last year
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- COMP4010 Resources for Spring 2024☆12Jun 5, 2024Updated 2 years ago
- Fast integration of backdoor attacks in federated learning with updated attacks and defenses.☆67Jan 19, 2026Updated 8 months ago
- snn implementation for spike-deeplab and spike-fcn☆12Dec 31, 2022Updated 3 years ago
- Spiking Global-Local Fusion Transformer☆23Apr 27, 2025Updated last year
- ☆20Dec 14, 2023Updated 2 years ago
- PyTorch implementation of the eligibility propagation (e-prop) learning algorithm.☆69Feb 18, 2022Updated 4 years ago
- Patterns 2021☆15Aug 13, 2026Updated last month
- Pytorch implementation of SEENN (Spiking Early Exit Neural Networks) (NeurIPS 2023)☆19Nov 18, 2024Updated last year
- 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
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- ☆54Dec 2, 2023Updated 2 years ago
- ☆13May 13, 2022Updated 4 years ago
- Codes for Spiking Neural Networks with Improved Inherent Recurrence Dynamics for Sequential Learning☆11May 5, 2022Updated 4 years ago
- Spikingformer: A Key Foundation Model for Spiking Neural Networks (AAAI 2026)☆152Apr 16, 2026Updated 5 months ago
- STBP (Spatio Temporal Back Propagation) implemented on SL-Animals-DVS dataset for training Spiking Neural Networks☆11Jul 15, 2024Updated 2 years ago
- PyTorch Implementation of Online Training of Spiking Recurrent Neural Networks with Phase-Change Memory Synapses☆20Sep 25, 2021Updated 5 years ago
- [Neurips 2023] Exploring Loss Functions for Time-based Training Strategy in Spiking Neural Networks☆16Nov 28, 2023Updated 2 years ago
- Spatio-temporal BP for SNNs☆243May 17, 2022Updated 4 years ago
- ☆25Nov 16, 2025Updated 10 months ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Deep Spiking Neural Networks with High Representation Similarity Model Visual Pathways of Macaque and Mouse☆18Oct 20, 2024Updated last year
- ☆13Oct 1, 2020Updated 5 years ago
- Code for "Advancing Spatio-Temporal Processing in Spiking Neural Networks through Adaptation"☆21May 8, 2025Updated last year
- Implementation of the paper Keys to Accurate Feature Extraction Using Residual Spiking Neural Networks☆35Dec 28, 2023Updated 2 years ago
- 🔥🔥🔥A collection of some awesome public SNN(Spiking Neural Network) projects.☆238Oct 1, 2024Updated last year
- Update arXiv papers about Spiking Neural Networks daily.☆519May 17, 2026Updated 4 months ago
- [TNNLS 2024] Implementation of "TCJA-SNN: Temporal-Channel Joint Attention for Spiking Neural Networks"☆62Apr 16, 2024Updated 2 years ago