[CVPR 2022] Training High-Performance Low-Latency Spiking Neural Networks by Differentiation on Spike Representation
☆53Nov 8, 2022Updated 3 years ago
Alternatives and similar repositories for DSR
Users that are interested in DSR are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [ICCV2023] Towards Memory- and Time-Efficient Backpropagation for Training Spiking Neural Networks☆45Aug 2, 2023Updated 2 years ago
- 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
- [NeurIPS 2021] Training Feedback Spiking Neural Networks by Implicit Differentiation on the Equilibrium State☆29Oct 24, 2021Updated 4 years ago
- ☆59Aug 31, 2023Updated 2 years ago
- Incorporating Learnable Membrane Time Constant to Enhance Learning of Spiking Neural Networks☆119Aug 9, 2022Updated 3 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.
- Code for temporal efficient training☆74Jul 16, 2025Updated 9 months ago
- [NeurIPS 2022] Online Training Through Time for Spiking Neural Networks☆67Dec 8, 2023Updated 2 years ago
- Official code of "AutoSNN: Towards Energy-Efficient Spiking Neural Networks," ICML22☆18May 29, 2022Updated 3 years ago
- ☆19Mar 13, 2023Updated 3 years ago
- Offical implementation of "Adaptive Smoothing Gradient Learning for Spiking Neural Networks", ICML 2023☆27Aug 30, 2023Updated 2 years ago
- ☆19Mar 10, 2022Updated 4 years ago
- Accurate and efficient Spiking recurrent networks on ECG,SHD,SSC,SOLI,(p)SMNIST,TIMIT☆84Feb 17, 2023Updated 3 years ago
- Create a new backward path for more accurate SNN gradients.☆17Aug 19, 2024Updated last year
- developing tools for LIAF-SNNs and LIF-SNNs☆10Sep 14, 2022Updated 3 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.
- Membrane Potential Batch Normalization for Spiking Neural Networks☆20Aug 18, 2023Updated 2 years ago
- GLIF: A Unified Gated Leaky Integrate-and-Fire Neuron for Spiking Neural Networks, NeurIPS 2022 Poster☆53Feb 18, 2023Updated 3 years ago
- ☆23Nov 28, 2022Updated 3 years ago
- Deep Residual Learning in Spiking Neural Networks☆191Aug 9, 2022Updated 3 years ago
- [TNNLS 2024] Implementation of "TCJA-SNN: Temporal-Channel Joint Attention for Spiking Neural Networks"☆62Apr 16, 2024Updated 2 years ago
- STSC-SNN: Spatio-Temporal Synaptic Connection with temporal convolution and attention for spiking neural networks☆24Dec 24, 2022Updated 3 years ago
- Optimal Conversion of Conventional Artificial Neural Networks to Spiking Neural Networks☆35Dec 3, 2021Updated 4 years ago
- ☆16Feb 10, 2023Updated 3 years ago
- Code for paper "Optimal ANN-SNN conversion for high-accuracy and ultra-low-latency spiking neural networks"☆42Oct 2, 2023Updated 2 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.
- Here is the official code for ICASSP 2024 "Optimal ANN-SNN Conversion with Group Neurons".☆14Mar 1, 2024Updated 2 years ago
- Pytorch Implementation of Spiking Neural Networks Calibration, ICML 2021☆91May 9, 2024Updated last year
- SpikingJelly is an open-source deep learning framework for Spiking Neural Network (SNN) based on PyTorch.☆2,010Updated this week
- In this repo, Spiking recurrent neural network is applied on various task for ICONs2020☆31Dec 17, 2020Updated 5 years ago
- This is the implementation of MLF & spiking DS-ResNet☆16Dec 20, 2023Updated 2 years ago
- ☆31Oct 20, 2023Updated 2 years ago
- ☆71Aug 17, 2023Updated 2 years ago
- This is the official code for our paper "Differentiable Hierarchical and Surrogate Gradient Search for Spiking Neural Networks, NeurIPS 2…☆16Oct 30, 2023Updated 2 years ago
- Spatio-temporal BP for SNNs☆240May 17, 2022Updated 3 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Pytorch implementation of TSSL-BP rule for Deep Spiking Neural Networks.☆72Apr 16, 2024Updated 2 years ago
- Update arXiv papers about Spiking Neural Networks daily.☆500Updated this week
- codes of the paper Rate Gradient Approximation Attack Threats Deep Spiking Neural Networks (CVPR 2023)☆16Aug 19, 2024Updated last year
- A simple direct training implement for SNNs using Spatio-Temporal Backpropagation☆87Apr 15, 2023Updated 3 years ago
- Advancing Spiking Neural Networks towards Deep Residual Learning☆64Apr 3, 2025Updated last year
- Threshold annealing in binarized spiking neural networks☆15May 23, 2022Updated 3 years ago
- 该仓库主要收录了顶会中SNN领域的一些论文，论文内容与代理梯度和ANN-SNN转换相关。☆18Jun 16, 2022Updated 3 years ago