☆364Mar 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"☆136Feb 24, 2021Updated 5 years ago
- Using spiking neurons and spike-timing-dependent plasticity to classify the MNIST handwritten digits.☆171Jun 10, 2019Updated 6 years ago
- High-speed simulator of convolutional spiking neural networks with at most one spike per neuron.☆397Sep 7, 2021Updated 4 years ago
- Pure python implementation of SNN☆1,181Jul 29, 2022Updated 3 years ago
- A python implementation of a spiking neural network with STDP and Reinforcement learning methods☆134Jun 6, 2017Updated 8 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.
- ☆72Aug 20, 2015Updated 10 years ago
- Simulation of spiking neural networks (SNNs) using PyTorch.☆1,662Mar 20, 2026Updated last week
- Experiments with spiking neural networks (SNNs) in PyTorch. See https://github.com/BINDS-LAB-UMASS/bindsnet for the successor to this pro…☆90Mar 15, 2018Updated 8 years ago
- Spiking Convolutional Neural Networks☆69Dec 7, 2018Updated 7 years ago
- Toolbox for converting analog to spiking neural networks (ANN to SNN), and running them in a spiking neuron simulator.☆393Jan 13, 2023Updated 3 years ago
- Brian is a free, open source simulator for spiking neural networks.☆1,143Mar 19, 2026Updated last week
- Spatio-temporal BP for SNNs☆239May 17, 2022Updated 3 years ago
- Basic SNN propogating spikes between LIF neurons☆87Aug 28, 2018Updated 7 years ago
- ☆71Sep 21, 2021Updated 4 years ago
- NordVPN Special Discount Offer • AdSave on top-rated NordVPN 1 or 2-year plans with secure browsing, privacy protection, and support for for all major platforms.
- PyTorch implementation of SLAYER for training Spiking Neural Networks☆324May 30, 2025Updated 9 months ago
- ☆256May 8, 2021Updated 4 years ago
- Pure python implementation of unsupervised MNIST classification using Spiking Neural Networks (using STDP)☆32Mar 28, 2022Updated 3 years ago
- Python implementation of a tempotron classifier for the MNIST dataset.☆14Feb 3, 2019Updated 7 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☆139Oct 22, 2020Updated 5 years ago
- A Spiking Neural Network Architecture for MNIST Digit Recognition☆35Jul 5, 2018Updated 7 years ago
- Differentiate notes using a spiking neural network☆49Nov 29, 2021Updated 4 years ago
- Code for the model presented in the paper "A Biologically Plausible Supervised Learning Method for Spiking Neural Networks Using the Symm…☆50Nov 9, 2020Updated 5 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- Repository for code, data, and other artifacts for "Minibatch Processing in Spiking Neural Networks"☆14Nov 5, 2019Updated 6 years ago
- spiking-neural-networks☆38Oct 4, 2025Updated 5 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.☆37Nov 8, 2021Updated 4 years ago
- Efficient Spiking Neural Network framework, built on top of PyTorch for GPU acceleration☆231Jul 31, 2024Updated last year
- Simulations using Brian for memristor-based neural networks using STDP learning☆28May 25, 2016Updated 9 years ago
- construct a spiking neural network☆22May 18, 2018Updated 7 years ago
- Framework to train and simulate a spiking neural network (SNN) using Brian2, that implements a learning rule that combines STDP with a gl…☆14May 1, 2018Updated 7 years ago
- ☆66Jan 19, 2022Updated 4 years ago
- 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.
- What about coding a Spiking Neural Network using an automatic differentiation framework? In SNNs, there is a time axis and the neural net…☆276Nov 6, 2022Updated 3 years ago
- 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☆353Jul 25, 2024Updated last year
- A simple from scratch implementation of a Spiking-Neural-Network with STDP in Python which is beeing trained on MNIST.☆48Aug 30, 2024Updated last year
- 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
- Training spiking networks with hybrid ann-snn conversion and spike-based backpropagation☆103Apr 4, 2021Updated 4 years ago