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.☆404Sep 7, 2021Updated 4 years ago
- ☆369Mar 3, 2022Updated 4 years ago
- Supervised learning in spiking neural networks for precise temporal encoding☆18May 9, 2019Updated 7 years ago
- Using spiking neurons and spike-timing-dependent plasticity to classify the MNIST handwritten digits.☆171Jun 10, 2019Updated 7 years ago
- Simulation of spiking neural networks (SNNs) using PyTorch.☆44Feb 29, 2024Updated 2 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- 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☆232Jul 31, 2024Updated last year
- Simulation of spiking neural networks (SNNs) using PyTorch.☆1,681Jun 28, 2026Updated last week
- PyTorch implementation of SLAYER for training Spiking Neural Networks☆327Jun 10, 2026Updated 3 weeks ago
- Toolbox for converting analog to spiking neural networks (ANN to SNN), and running them in a spiking neuron simulator.☆400Jan 13, 2023Updated 3 years ago
- ☆66Jan 19, 2022Updated 4 years ago
- ☆71Sep 21, 2021Updated 4 years ago
- ☆14Nov 20, 2019Updated 6 years ago
- Pure python implementation of SNN☆1,206Jul 29, 2022Updated 3 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.
- 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 2 version of Paper "Unsupervised Learning of digit recognition using STDP"☆137Feb 24, 2021Updated 5 years ago
- Brian is a free, open source simulator for spiking neural networks.☆1,197Updated this week
- ☆32Jan 15, 2019Updated 7 years ago
- An efficient implementation of a stochastic Spiking Neural Network for handwrittend digits recognition☆10Feb 27, 2019Updated 7 years ago
- This is the PyNN code used in the paper titled "Multilayer Spiking Neural Network for audio samples classification using SpiNNaker", whic…☆32Dec 7, 2021Updated 4 years ago
- Python library for easy creation and running of spiking neural networks in tensorflow.☆33Apr 21, 2019Updated 7 years ago
- spiking-neural-networks☆38Oct 4, 2025Updated 9 months ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Training spiking networks with hybrid ann-snn conversion and spike-based backpropagation☆103Apr 4, 2021Updated 5 years ago
- CARLsim is an efficient, easy-to-use, GPU-accelerated software framework for simulating large-scale spiking neural network (SNN) models w…☆58Jan 21, 2018Updated 8 years ago
- Deep learning for spiking neural networks☆69Apr 26, 2024Updated 2 years ago
- CARLsim is an efficient, easy-to-use, GPU-accelerated software framework for simulating large-scale spiking neural network (SNN) models w…☆88Mar 14, 2023Updated 3 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
- Auryn-based simulation of multiplexing and burst-dependent plasticity☆25Feb 18, 2021Updated 5 years ago
- Event-Based Angular Velocity Regression with Spiking Networks☆115Apr 6, 2022Updated 4 years ago
- Code for DCT_SNN, an input encoding scheme for SNNs using DCT☆21Sep 30, 2021Updated 4 years ago
- Deep learning in a spiking neural network using segregated dendrites.☆86Jun 30, 2017Updated 9 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- ☆145May 12, 2021Updated 5 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
- A python implementation of a spiking neural network with STDP and Reinforcement learning methods☆134Jun 6, 2017Updated 9 years ago
- ☆34Mar 21, 2020Updated 6 years ago
- Proximal Mean-field for Neural Network Quantization☆21Apr 9, 2020Updated 6 years ago
- Reinforcement Learning for Spiking Neural Networks☆90Aug 14, 2024Updated last year
- Spiking CNN for object recognition☆12Apr 26, 2017Updated 9 years ago