☆369Mar 3, 2022Updated 4 years ago
Alternatives and similar repositories for stdp-mnist
Users that are interested in stdp-mnist are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Brian 2 version of Paper "Unsupervised Learning of digit recognition using STDP"☆137Feb 24, 2021Updated 5 years ago
- Using spiking neurons and spike-timing-dependent plasticity to classify the MNIST handwritten digits.☆169Jun 10, 2019Updated 7 years ago
- Pure python implementation of SNN☆1,208Jul 29, 2022Updated 3 years ago
- High-speed simulator of convolutional spiking neural networks with at most one spike per neuron.☆404Sep 7, 2021Updated 4 years ago
- A python implementation of a spiking neural network with STDP and Reinforcement learning methods☆134Jun 6, 2017Updated 9 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.
- ☆72Aug 20, 2015Updated 10 years ago
- Simulation of spiking neural networks (SNNs) using PyTorch.☆1,687Updated this week
- Experiments with spiking neural networks (SNNs) in PyTorch. See https://github.com/BINDS-LAB-UMASS/bindsnet for the successor to this pro…☆89Mar 15, 2018Updated 8 years ago
- Spiking Convolutional Neural Networks☆70Dec 7, 2018Updated 7 years ago
- Brian is a free, open source simulator for spiking neural networks.☆1,204Jul 6, 2026Updated 3 weeks ago
- Toolbox for converting analog to spiking neural networks (ANN to SNN), and running them in a spiking neuron simulator.☆399Jan 13, 2023Updated 3 years ago
- Basic SNN propogating spikes between LIF neurons☆87Aug 28, 2018Updated 7 years ago
- ☆71Sep 21, 2021Updated 4 years ago
- PyTorch implementation of SLAYER for training Spiking Neural Networks☆327Jul 17, 2026Updated last week
- 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.
- Spatio-temporal BP for SNNs☆242May 17, 2022Updated 4 years ago
- ☆257May 8, 2021Updated 5 years ago
- Pure python implementation of unsupervised MNIST classification using Spiking Neural Networks (using STDP)☆31Mar 28, 2022Updated 4 years ago
- A Spiking Neural Network Architecture for MNIST Digit Recognition☆35Jul 5, 2018Updated 8 years ago
- Python implementation of a tempotron classifier for the MNIST dataset.☆14Feb 3, 2019Updated 7 years ago
- Repository for code, data, and other artifacts for "Minibatch Processing in Spiking Neural Networks"☆14Nov 5, 2019Updated 6 years ago
- To identify features by aggregate-label learning in spiking neurons☆14Feb 19, 2018Updated 8 years ago
- Code for "Convolutional spiking neural networks (SNN) for spatio-temporal feature extraction" paper☆143Oct 22, 2020Updated 5 years ago
- Differentiate notes using a spiking neural network☆50Nov 29, 2021Updated 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.
- Code for the model presented in the paper "A Biologically Plausible Supervised Learning Method for Spiking Neural Networks Using the Symm…☆51Nov 9, 2020Updated 5 years ago
- spiking-neural-networks☆38Oct 4, 2025Updated 9 months ago
- A Spiking Neural Network model for Digit Recognition using the N-MNIST dataset.☆19Sep 15, 2020Updated 5 years ago
- SSTDP is a efficient spiking neural network training framework, which is contributed by Fangxin Liu and Wenbo Zhao.☆39Nov 8, 2021Updated 4 years ago
- Simulations using Brian for memristor-based neural networks using STDP learning☆29May 25, 2016Updated 10 years ago
- Efficient Spiking Neural Network framework, built on top of PyTorch for GPU acceleration☆233Jul 31, 2024Updated last year
- construct a spiking neural network☆22May 18, 2018Updated 8 years ago
- ☆66Jan 19, 2022Updated 4 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…☆278Nov 6, 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.
- Spiking MLP built using BRIAN☆30Aug 31, 2017Updated 8 years ago
- A tiny Spiking neural network library implemented by BindsNet.☆13Mar 11, 2021Updated 5 years ago
- Tutorial for surrogate gradient learning in spiking neural networks☆361Jun 18, 2026Updated last month
- Training spiking networks with hybrid ann-snn conversion and spike-based backpropagation☆103Apr 4, 2021Updated 5 years ago
- Deep learning with spiking neural networks (SNNs) in PyTorch.☆813Jul 7, 2026Updated 2 weeks 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
- 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