Experiments with spiking neural networks (SNNs) in PyTorch. See https://github.com/BINDS-LAB-UMASS/bindsnet for the successor to this project.
☆90Mar 15, 2018Updated 8 years ago
Alternatives and similar repositories for spiketorch
Users that are interested in spiketorch are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- High-speed simulator of convolutional spiking neural networks with at most one spike per neuron.☆399Sep 7, 2021Updated 4 years ago
- ☆365Mar 3, 2022Updated 4 years ago
- Supervised learning in spiking neural networks for precise temporal encoding☆18May 9, 2019Updated 6 years ago
- Using spiking neurons and spike-timing-dependent plasticity to classify the MNIST handwritten digits.☆171Jun 10, 2019Updated 6 years ago
- Simulation of spiking neural networks (SNNs) using PyTorch.☆44Feb 29, 2024Updated 2 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Collection of experimental Python and accompanying Bash scripts for training and evaluation of BindsNET networks.☆66Oct 28, 2022Updated 3 years ago
- Efficient Spiking Neural Network framework, built on top of PyTorch for GPU acceleration☆231Jul 31, 2024Updated last year
- Simulation of spiking neural networks (SNNs) using PyTorch.☆1,672Updated this week
- PyTorch implementation of SLAYER for training Spiking Neural Networks☆325May 30, 2025Updated 11 months ago
- Toolbox for converting analog to spiking neural networks (ANN to SNN), and running them in a spiking neuron simulator.☆397Jan 13, 2023Updated 3 years ago
- ☆66Jan 19, 2022Updated 4 years ago
- ☆71Sep 21, 2021Updated 4 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
- What about coding a Spiking Neural Network using an automatic differentiation framework? In SNNs, there is a time axis and the neural net…☆275Nov 6, 2022Updated 3 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- ☆14Nov 20, 2019Updated 6 years ago
- Pure python implementation of SNN☆1,195Jul 29, 2022Updated 3 years ago
- To identify features by aggregate-label learning in spiking neurons☆14Feb 19, 2018Updated 8 years ago
- spiking neural network implementing the SpikeProp algorithm for the improvement of beat detection in heart sound signals☆18Feb 12, 2014Updated 12 years ago
- Brian is a free, open source simulator for spiking neural networks.☆1,173Updated this week
- ☆32Jan 15, 2019Updated 7 years ago
- An efficient implementation of a stochastic Spiking Neural Network for handwrittend digits recognition☆11Feb 27, 2019Updated 7 years ago
- Pure python implementation of unsupervised MNIST classification using Spiking Neural Networks (using STDP)☆31Mar 28, 2022Updated 4 years ago
- Tutorial for surrogate gradient learning in spiking neural networks☆356Jul 25, 2024Updated last year
- 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.
- Python library for easy creation and running of spiking neural networks in tensorflow.☆33Apr 21, 2019Updated 7 years ago
- Supervised Spiking Network☆83Jun 25, 2022Updated 3 years ago
- CARLsim is an efficient, easy-to-use, GPU-accelerated software framework for simulating large-scale spiking neural network (SNN) models w…☆59Jan 21, 2018Updated 8 years ago
- Code to train on MNIST, CIFAR-10 and ImageNet using burstprop.☆39Jun 7, 2021Updated 4 years ago
- Deep learning for spiking neural networks☆68Apr 26, 2024Updated 2 years ago
- Spiking Neural Networks in C++ with strong GPU acceleration through CUDA☆137Jul 3, 2020Updated 5 years ago
- Code from our paper: SuperSpike: Supervised learning in multi-layer spiking neural networks.☆59Jul 16, 2018Updated 7 years ago
- Feedforward multilayer spiking neural network with SRM0 model. Gaussian receptive field has been used for information encoding☆10Feb 4, 2018Updated 8 years ago
- Python implementation of a tempotron classifier for the MNIST dataset.☆14Feb 3, 2019Updated 7 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Auryn-based simulation of multiplexing and burst-dependent plasticity☆26Feb 18, 2021Updated 5 years ago
- Code for DCT_SNN, an input encoding scheme for SNNs using DCT☆20Sep 30, 2021Updated 4 years ago
- Event-Based Angular Velocity Regression with Spiking Networks☆115Apr 6, 2022Updated 4 years ago
- Spiking neural networks are biologically plausible CNNs which learn through a temporally dependent learning method known as Spike Time De…☆10Aug 2, 2017Updated 8 years ago
- Deep learning in a spiking neural network using segregated dendrites.☆86Jun 30, 2017Updated 8 years ago
- ☆145May 12, 2021Updated 4 years ago
- This repo is the implementation of the spatio-temporal credit assignment （STCA） algorithm for training deep spiking neural networks.☆28Aug 7, 2019Updated 6 years ago