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
Sorting:
- ☆39Jan 26, 2022Updated 4 years ago
- Supervised Spiking Network☆83Jun 25, 2022Updated 3 years ago
- Tutorial for surrogate gradient learning in spiking neural networks☆353Jul 25, 2024Updated last year
- Pytorch implementation of TSSL-BP rule for Deep Spiking Neural Networks.☆73Apr 16, 2024Updated last year
- Code for DCT_SNN, an input encoding scheme for SNNs using DCT☆20Sep 30, 2021Updated 4 years ago
- Auryn-based simulation of multiplexing and burst-dependent plasticity☆26Feb 18, 2021Updated 5 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
- ☆11Jan 14, 2025Updated last year
- [ICML 2024] Temporal Spiking Neural Networks with Synaptic Delay for Graph Reasoning☆11Jun 1, 2024Updated last year
- ☆47Jul 2, 2022Updated 3 years ago
- developing tools for LIAF-SNNs and LIF-SNNs☆10Sep 14, 2022Updated 3 years ago
- Securing Deep Spiking Neural Networks against Adversarial Attacks through Inherent Structural Parameters☆13Aug 15, 2022Updated 3 years ago
- Impulse Measurement Tools for Julia☆12Apr 3, 2020Updated 5 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
- BNTT - Frontiers in Neuroscience (2021)☆49Nov 11, 2021Updated 4 years ago
- ☆11Oct 10, 2019Updated 6 years ago
- Advanced Machine Learning Fall 2020 Project Repository☆12Dec 12, 2020Updated 5 years ago
- Code for paper "Optimal ANN-SNN conversion for high-accuracy and ultra-low-latency spiking neural networks"☆41Oct 2, 2023Updated 2 years ago
- A collection of matplotlib style sheets and plotting tools for publication-ready figures☆15Jul 27, 2022Updated 3 years ago
- ☆18Oct 15, 2021Updated 4 years ago
- Code to train on MNIST, CIFAR-10 and ImageNet using burstprop.☆39Jun 7, 2021Updated 4 years ago
- Code for "Convolutional spiking neural networks (SNN) for spatio-temporal feature extraction" paper☆139Oct 22, 2020Updated 5 years ago
- Threshold annealing in binarized spiking neural networks☆15May 23, 2022Updated 3 years ago
- Code for training binary and WTA SNNs☆17Mar 25, 2022Updated 3 years ago
- High-speed simulator of convolutional spiking neural networks with at most one spike per neuron.☆397Sep 7, 2021Updated 4 years ago
- ☆14Dec 2, 2021Updated 4 years ago
- Training spiking networks with hybrid ann-snn conversion and spike-based backpropagation☆103Apr 4, 2021Updated 4 years ago
- Official implementation of Fully Spiking Variational Autoencoder [AAAI2022]☆73May 3, 2023Updated 2 years ago
- ☆16Aug 21, 2020Updated 5 years ago
- PyTorch Implementation of Online Training of Spiking Recurrent Neural Networks with Phase-Change Memory Synapses☆21Sep 25, 2021Updated 4 years ago
- Framework for radix encoded SNN on FPGA☆18Dec 7, 2021Updated 4 years ago
- Efficient Spiking Neural Network framework, built on top of PyTorch for GPU acceleration☆231Jul 31, 2024Updated last year
- Update arXiv papers about Spiking Neural Networks daily.☆484Updated this week
- 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
- 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
- OpenN@S: Open-source software to NAS automatic VHDL code generation☆26Dec 15, 2025Updated 2 months ago
- Optimizing threshold and leak in LIF neurons with end-to-end backpropagation☆21Sep 10, 2021Updated 4 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
- ☆17Feb 18, 2022Updated 4 years ago