[ICCV2023] Towards Memory- and Time-Efficient Backpropagation for Training Spiking Neural Networks
☆45Aug 2, 2023Updated 2 years ago
Alternatives and similar repositories for SLTT
Users that are interested in SLTT are comparing it to the libraries listed below
Sorting:
- Membrane Potential Batch Normalization for Spiking Neural Networks☆20Aug 18, 2023Updated 2 years ago
- Create a new backward path for more accurate SNN gradients.☆17Aug 19, 2024Updated last year
- Codes of the paper: Towards Energy Efficient Spiking Neural Networks: An Unstructured Pruning Framework (ICLR2024)☆13Oct 26, 2025Updated 4 months ago
- [AAAI-25 Oral] Adaptive Calibration☆15Jul 6, 2025Updated 7 months ago
- [CVPR 2022] Training High-Performance Low-Latency Spiking Neural Networks by Differentiation on Spike Representation☆53Nov 8, 2022Updated 3 years ago
- ☆23Nov 28, 2022Updated 3 years ago
- ☆20Dec 14, 2023Updated 2 years ago
- ☆70Aug 17, 2023Updated 2 years ago
- Codes of the paper: SpikingResformer: Bridging ResNet and Vision Transformer in Spiking Neural Networks (CVPR2024)☆74Dec 19, 2024Updated last year
- [ICLR 2024] Hebbian Learning based Orthogonal Projection for Continual Learning of Spiking Neural Networks☆46Feb 20, 2024Updated 2 years ago
- Incorporating Learnable Membrane Time Constant to Enhance Learning of Spiking Neural Networks☆117Aug 9, 2022Updated 3 years ago
- ☆16Feb 10, 2023Updated 3 years ago
- [NeurIPS 2024] Advancing Training Efficiency of Deep Spiking Neural Networks through Rate-based Backpropagation☆19Jan 16, 2025Updated last year
- GLIF: A Unified Gated Leaky Integrate-and-Fire Neuron for Spiking Neural Networks, NeurIPS 2022 Poster☆53Feb 18, 2023Updated 3 years ago
- SyOPs counter for spiking neural networks☆72May 6, 2023Updated 2 years ago
- Code for temporal efficient training☆71Jul 16, 2025Updated 7 months ago
- Mamba-Spike——CGI2024☆13Dec 3, 2025Updated 3 months ago
- Update arXiv papers about Spiking Neural Networks daily.☆484Updated this week
- [ICLR 2024] Code implementation for "EventRPG: Event Data Augmentation with Relevance Propagation Guidance"☆12Jan 9, 2025Updated last year
- ICLR 2024 LMUFormer: Low Complexity Yet Powerful Spiking Model With Legendre Memory Units☆13Sep 20, 2024Updated last year
- Awesome Spiking Neural Networks☆146Mar 24, 2025Updated 11 months ago
- 🔥 This repository compiles research papers (from top-tier conferences and journals) and code implementations in the field of Spiking Ne…☆427Feb 6, 2026Updated 3 weeks ago
- Accurate and efficient Spiking recurrent networks on ECG,SHD,SSC,SOLI,(p)SMNIST,TIMIT☆83Feb 17, 2023Updated 3 years ago
- [TNNLS 2024] Implementation of "TCJA-SNN: Temporal-Channel Joint Attention for Spiking Neural Networks"☆62Apr 16, 2024Updated last year
- ICLR 2023, Spikformer: When Spiking Neural Network Meets Transformer☆390Jan 23, 2024Updated 2 years ago
- AAAI-2024 "TC-LIF: A Two-Compartment Spiking Neuron Model for Long-Term Sequential Modelling"☆24Aug 23, 2024Updated last year
- Original DVS128 Gesture Dataset in PyTorch☆13Jun 6, 2023Updated 2 years ago
- Code for the model presented in the paper "LISNN: Improving Spiking Neural Networks with Lateral Interactions for Robust Object Recogniti…☆12Nov 20, 2020Updated 5 years ago
- SpikingJelly is an open-source deep learning framework for Spiking Neural Network (SNN) based on PyTorch.☆1,902Feb 16, 2026Updated 2 weeks ago
- Offical implementation of "Deep Directly-Trained Spiking Neural Networks for Object Detection" (ICCV2023)☆186Apr 21, 2025Updated 10 months ago
- Offical implementation of "Scaling Spike-driven Transformer with Efficient Spike Firing Approximation Training" (IEEE T-PAMI2025)☆96May 20, 2025Updated 9 months ago
- Offical implementation of "Adaptive Smoothing Gradient Learning for Spiking Neural Networks", ICML 2023☆27Aug 30, 2023Updated 2 years ago
- Coming soon☆23Oct 15, 2024Updated last year
- Source code for AAAI 2024 paper "Finding Visual Saliency in Continuous Spike Stream"☆13Aug 21, 2025Updated 6 months ago
- developing tools for LIAF-SNNs and LIF-SNNs☆10Sep 14, 2022Updated 3 years ago
- ☆11Oct 4, 2022Updated 3 years ago
- ☆56Jan 21, 2024Updated 2 years ago
- Spikingformer: A Key Foundation Model for Spiking Neural Networks (AAAI 2026)☆126Nov 21, 2025Updated 3 months ago
- [ICLR 2024] Official implementation of Spiking Graph Contrastive Learning (0️⃣1️⃣ SpikeGCL)☆30May 8, 2024Updated last year