A simple from scratch implementation of a Spiking-Neural-Network with STDP in Python which is beeing trained on MNIST.
☆50Aug 30, 2024Updated last year
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:
- Pure python implementation of unsupervised MNIST classification using Spiking Neural Networks (using STDP)☆31Mar 28, 2022Updated 4 years ago
- A Spiking Neural Network model for Digit Recognition using the N-MNIST dataset.☆19Sep 15, 2020Updated 5 years ago
- This is a 3-layer SNN for MNIST☆15May 11, 2022Updated 4 years ago
- Python implementation of a tempotron classifier for the MNIST dataset.☆14Feb 3, 2019Updated 7 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
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Learning with spiking neural networks using STDP synapses. Python, PyNN, NEST-simulator, numpy☆10Aug 25, 2020Updated 5 years ago
- Software framework for Designing and Mapping a CNN onto neuromorphic chip with crossbar array of synapses.☆11Jan 24, 2020Updated 6 years ago
- Framework for radix encoded SNN on FPGA☆18Dec 7, 2021Updated 4 years ago
- a spiking neural network module, tempotron for classification☆17Jan 13, 2021Updated 5 years ago
- Offical Implementation of "CLIF: Complementary Leaky Integrate-and-Fire Neuron for Spiking Neural Networks" (ICML 2024 spotlight)☆27Sep 17, 2025Updated 10 months ago
- An event-driven learning algorithm for spiking neural networks☆28May 15, 2024Updated 2 years ago
- Materials for the course on neuromorphic computing at RAAI Summer School 2021☆14Jul 5, 2022Updated 4 years ago
- This is a repository with implementations of neuron models, synapses, and spiking neural networks (SNN). It's still in development and it…☆33Aug 5, 2020Updated 6 years ago
- A python implementation of a spiking neural network with STDP and Reinforcement learning methods☆134Jun 6, 2017Updated 9 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- This project used STBP-tdBN method to directly train Deep Spiking Neural Networks from scratch with PyTorch☆36Feb 2, 2023Updated 3 years ago
- ☆369Mar 3, 2022Updated 4 years ago
- codes of the paper Rate Gradient Approximation Attack Threats Deep Spiking Neural Networks (CVPR 2023)☆16Aug 19, 2024Updated last year
- Intelligent-Computing-Lab-Panda / Exploring-Temporal-Information-Dynamics-in-Spiking-Neural-NetworksPyTorch Implementation of Exploring Temporal Information Dynamics in Spiking Neural Networks (AAAI23)☆31Nov 25, 2022Updated 3 years ago
- [FPL 2021] SyncNN: Evaluating and Accelerating Spiking Neural Networks on FPGAs.☆65Jul 28, 2021Updated 5 years ago
- Update arXiv papers about Spiking Neural Networks daily.☆518May 17, 2026Updated 2 months ago
- An object detection model for NMNIST larger video frame☆13Feb 24, 2022Updated 4 years ago
- Energy-efficient Event-driven Spiking Neural Network accelerator for FPGA with PyTorch integration☆134Jun 20, 2026Updated last month
- Basic SNN propogating spikes between LIF neurons☆87Aug 28, 2018Updated 7 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- [Nature Communications 2023] "Wearable in-sensor reservoir computing using optoelectronic polymers with through-space charge-transport ch…☆17Jan 11, 2023Updated 3 years ago
- Using spiking neurons and spike-timing-dependent plasticity to classify the MNIST handwritten digits.☆169Jun 10, 2019Updated 7 years ago
- AAAI-2024 "TC-LIF: A Two-Compartment Spiking Neuron Model for Long-Term Sequential Modelling"☆23Aug 23, 2024Updated last year
- ☆38Aug 12, 2025Updated last year
- Pure python implementation of SNN☆1,209Jul 29, 2022Updated 4 years ago
- ☆13Dec 19, 2024Updated last year
- Brian 2 version of Paper "Unsupervised Learning of digit recognition using STDP"☆137Feb 24, 2021Updated 5 years ago
- ☆83Apr 11, 2020Updated 6 years ago
- This project aims to develop a novel neuromorphic NoC architecture based on RISC-V ISA to support spiking neural network applications, an…☆22Nov 27, 2025Updated 8 months 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.
- ☆14Dec 2, 2021Updated 4 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…☆18Feb 4, 2022Updated 4 years ago
- FPGA acceleration of a Spike-Timing-Dependent Plasticity learning algorithm for Spiking Neural Networks☆42Jun 29, 2020Updated 6 years ago
- Advanced Machine Learning Fall 2020 Project Repository☆12Dec 12, 2020Updated 5 years ago
- Spiking Convolutional Neural Networks☆70Dec 7, 2018Updated 7 years ago
- The repository corresponds to our paper https://www.nature.com/articles/s41467-024-51110-5☆37Sep 18, 2025Updated 10 months ago
- ☆46Dec 3, 2023Updated 2 years ago