Tutorial for surrogate gradient learning in spiking neural networks
☆48Jul 25, 2024Updated last year
Alternatives and similar repositories for spytorch
Users that are interested in spytorch are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆39Jan 26, 2022Updated 4 years ago
- Code for DCT_SNN, an input encoding scheme for SNNs using DCT☆21Sep 30, 2021Updated 4 years ago
- Tutorial for surrogate gradient learning in spiking neural networks☆358Jul 25, 2024Updated last year
- Supervised Spiking Network☆83Jun 25, 2022Updated 3 years ago
- Pytorch implementation of TSSL-BP rule for Deep Spiking Neural Networks.☆72Apr 16, 2024Updated 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.
- ☆12Jan 14, 2025Updated last year
- [ICML 2024] Temporal Spiking Neural Networks with Synaptic Delay for Graph Reasoning☆11Jun 1, 2024Updated 2 years ago
- Securing Deep Spiking Neural Networks against Adversarial Attacks through Inherent Structural Parameters☆13Aug 15, 2022Updated 3 years ago
- Temporal backpropagation for spiking neural networks with one spike per neuron, by S. R. Kheradpisheh and T. Masquelier, International Jo…☆65Dec 29, 2020Updated 5 years ago
- PyTorch implementation of SLAYER for training Spiking Neural Networks☆326May 30, 2025Updated last year
- BNTT - Frontiers in Neuroscience (2021)☆49Nov 11, 2021Updated 4 years ago
- This project contains code for the paper titled "SpikingBERT: Distilling BERT to Train Spiking Language Models Using Implicit Differentia…☆28Feb 21, 2024Updated 2 years ago
- ☆48Jul 2, 2022Updated 3 years ago
- developing tools for LIAF-SNNs and LIF-SNNs☆10Sep 14, 2022Updated 3 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Auryn-based simulation of multiplexing and burst-dependent plasticity☆26Feb 18, 2021Updated 5 years ago
- OpenN@S: Open-source software to NAS automatic VHDL code generation☆27Dec 15, 2025Updated 5 months ago
- A supervised learning algorithm of SNN is proposed by using spike sequences with complex spatio-temporal information. We explore an error…☆23Jan 15, 2022Updated 4 years ago
- Advanced Machine Learning Fall 2020 Project Repository☆12Dec 12, 2020Updated 5 years ago
- Create a new backward path for more accurate SNN gradients.☆17Aug 19, 2024Updated last year
- Awesome Spiking Neural Networks☆149Mar 24, 2025Updated last year
- A collection of matplotlib style sheets and plotting tools for publication-ready figures☆15Jul 27, 2022Updated 3 years ago
- Pytorch implementation of Spiking Neural Networks for Human Activity Recognition.☆21Dec 11, 2022Updated 3 years ago
- This is the implentation of our paper "SpikeLM: Towards General Spike-Driven Language Modeling via Elastic Bi-Spiking Mechanisms" in ICML…☆46Jul 9, 2024Updated last year
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- ☆42Sep 4, 2019Updated 6 years ago
- Update arXiv papers about Spiking Neural Networks daily.☆512May 17, 2026Updated 3 weeks ago
- Code for paper "Optimal ANN-SNN conversion for high-accuracy and ultra-low-latency spiking neural networks"☆43Oct 2, 2023Updated 2 years ago
- [ICASSP2022] RATE CODING OR DIRECT CODING: WHICH ONE IS BETTER FOR ACCURATE, ROBUST, and ENERGY-EFFICIENT SPIKING NEURAL NETWORKS☆20Sep 26, 2023Updated 2 years ago
- Some of my python tools for computational neuroscience☆12May 29, 2026Updated 2 weeks ago
- This repository will host models, modules, algorithms and applications developed by the INRC Community to run on the Intel Loihi Platform…☆83Oct 9, 2023Updated 2 years ago
- Threshold annealing in binarized spiking neural networks☆15May 23, 2022Updated 4 years ago
- Code for "Convolutional spiking neural networks (SNN) for spatio-temporal feature extraction" paper☆141Oct 22, 2020Updated 5 years ago
- Some of my initial studies using spiking neural networks and Python☆38Mar 3, 2022Updated 4 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Joint A-SNN: Joint Training of Artificial and Spiking Neural Networks via Self-Distillation and Weight Factorization☆11Aug 1, 2023Updated 2 years ago
- Code for training binary and WTA SNNs☆17Mar 25, 2022Updated 4 years ago
- Training spiking networks with hybrid ann-snn conversion and spike-based backpropagation☆103Apr 4, 2021Updated 5 years ago
- Offical code of "QKFormer: Hierarchical Spiking Transformer using Q-K Attention"☆147May 25, 2026Updated 2 weeks ago
- Code to train on MNIST, CIFAR-10 and ImageNet using burstprop.☆39Jun 7, 2021Updated 5 years ago
- Efficient Spiking Neural Network framework, built on top of PyTorch for GPU acceleration☆232Jul 31, 2024Updated last year
- A handy set of operators for manipulating digital signals (e.g. Sounds)☆21Jul 6, 2021Updated 4 years ago