A simple from scratch implementation of a Spiking-Neural-Network with STDP in Python which is beeing trained on MNIST.
☆50Aug 30, 2024Updated 2 years ago
Alternatives and similar repositories for Simple-Spiking-Neural-Network-STDP
Users that are interested in Simple-Spiking-Neural-Network-STDP are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A Spiking Neural Network model for Digit Recognition using the N-MNIST dataset.☆19Sep 15, 2020Updated 6 years ago
- CORDIC-SNN, followed with "Unsupervised learning of digital recognition using STDP" published in 2015, frontiers☆25Feb 9, 2020Updated 6 years ago
- Repository for the master thesis titled "Local Unsupervised Learning of Multimodal Event-Based Data with Spiking Neural Networks", by Jul…☆28Jun 10, 2025Updated last year
- This is a 3-layer SNN for MNIST☆15May 11, 2022Updated 4 years ago
- Framework for radix encoded SNN on FPGA☆18Dec 7, 2021Updated 4 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- Offical Implementation of "CLIF: Complementary Leaky Integrate-and-Fire Neuron for Spiking Neural Networks" (ICML 2024 spotlight)☆28Sep 17, 2025Updated last year
- What about coding a Spiking Neural Network using an automatic differentiation framework? In SNNs, there is a time axis and the neural net…☆279Nov 6, 2022Updated 3 years ago
- This is a repository with implementations of neuron models, synapses, and spiking neural networks (SNN). It's still in development and it…☆34Aug 5, 2020Updated 6 years ago
- A project dedicated to developing a hardware Integrated Circuit (IC) for a Spike Neural Network (SNN), powered by the RTL code generated …☆74Feb 18, 2024Updated 2 years ago
- Pytorch implementation of SEENN (Spiking Early Exit Neural Networks) (NeurIPS 2023)☆19Nov 18, 2024Updated last year
- A python implementation of a spiking neural network with STDP and Reinforcement learning methods☆134Jun 6, 2017Updated 9 years ago
- Learning with spiking neural networks using STDP synapses. Python, PyNN, NEST-simulator, numpy☆10Aug 25, 2020Updated 6 years ago
- Intelligent-Computing-Lab-Panda / Exploring-Temporal-Information-Dynamics-in-Spiking-Neural-NetworksPyTorch Implementation of Exploring Temporal Information Dynamics in Spiking Neural Networks (AAAI23)☆32Nov 25, 2022Updated 3 years ago
- This project aims to develop a novel neuromorphic NoC architecture based on RISC-V ISA to support spiking neural network applications, an…☆21Nov 27, 2025Updated 11 months 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.
- GLIF: A Unified Gated Leaky Integrate-and-Fire Neuron for Spiking Neural Networks, NeurIPS 2022 Poster☆55Feb 18, 2023Updated 3 years ago
- Cerebellar-SNN control of a Baxter robot. The repository includes EDLUT simulator source code, the ROS package to perform a closed-loop c…☆19Feb 4, 2022Updated 4 years ago
- [FPL 2021] SyncNN: Evaluating and Accelerating Spiking Neural Networks on FPGAs.☆68Jul 28, 2021Updated 5 years ago
- ☆83Apr 11, 2020Updated 6 years ago
- a spiking neural network module, tempotron for classification☆17Jan 13, 2021Updated 5 years ago
- Energy-efficient Event-driven Spiking Neural Network accelerator for FPGA with PyTorch integration☆147Aug 28, 2026Updated 2 months ago
- An event-driven learning algorithm for spiking neural networks☆28May 15, 2024Updated 2 years ago
- Using spiking neurons and spike-timing-dependent plasticity to classify the MNIST handwritten digits.☆171Jun 10, 2019Updated 7 years ago
- FPGA acceleration of a Spike-Timing-Dependent Plasticity learning algorithm for Spiking Neural Networks☆41Jun 29, 2020Updated 6 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.
- Materials for the course on neuromorphic computing at RAAI Summer School 2021☆14Jul 5, 2022Updated 4 years ago
- codes of the paper Rate Gradient Approximation Attack Threats Deep Spiking Neural Networks (CVPR 2023)☆16Aug 19, 2024Updated 2 years ago
- Brian 2 version of Paper "Unsupervised Learning of digit recognition using STDP"☆138Feb 24, 2021Updated 5 years ago
- [NeurIPS2025] Proxy Target: Bridging the Gap Between Discrete Spiking Neural Networks and Continuous Control☆20Oct 15, 2026Updated 2 weeks ago
- Pure python implementation of SNN☆1,221Jul 29, 2022Updated 4 years ago
- Update arXiv papers about Spiking Neural Networks daily.☆521Updated this week
- Spiking Convolutional Neural Networks☆71Dec 7, 2018Updated 7 years ago
- This project used STBP-tdBN method to directly train Deep Spiking Neural Networks from scratch with PyTorch☆37Feb 2, 2023Updated 3 years ago
- Basic SNN propogating spikes between LIF neurons☆87Aug 28, 2018Updated 8 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Repository code for the IJCNN 2021 paper "Learning from Event Cameras with Sparse Spiking Convolutional Neural Networks"☆22Aug 12, 2022Updated 4 years ago
- 3D Spiking neural network simulation exploring Spike Timing Dependent Plasticity (STDP)☆11Apr 1, 2026Updated 7 months ago
- Here is the official code for ICASSP 2024 "Optimal ANN-SNN Conversion with Group Neurons".☆14Mar 1, 2024Updated 2 years ago
- This repository contains the design and implementation of a Spiking Neural Network (SNN) Processor. Spiking Neural Networks are a biologi…☆12Oct 19, 2024Updated 2 years ago
- [Nature Communications 2023] "Wearable in-sensor reservoir computing using optoelectronic polymers with through-space charge-transport ch…☆17Jan 11, 2023Updated 3 years ago
- AAAI-2024 "TC-LIF: A Two-Compartment Spiking Neuron Model for Long-Term Sequential Modelling"☆23Aug 23, 2024Updated 2 years ago
- Official code for "Efficient and robust temporal processing with neural oscillations modulated spiking neural networks" (Nature Communica…☆17Jul 8, 2025Updated last year