🔥🔥🔥A collection of some awesome public SNN(Spiking Neural Network) projects.

spike transformer yolo attention awesome-list object-detection brain snn spiking bindsnet spiking-neural-network event-camera yolov5 large-language-models spikingjelly braincog stbp yolov8 chatgpt yolov11

• Updated Oct 1, 2024

A tiny Spiking neural network library implemented by BindsNet.

spiking-neural-networks snn bindsnet

• Updated Mar 11, 2021
• Python

Advanced Machine Learning Fall 2020 Project Repository

python pytorch networks spiking-neural-networks neural virginia-tech spiking bindsnet

• Updated Dec 12, 2020
• Python

Studying and applying spiking neural networks in reinforcement learning.

reinforcement-learning openai-gym spiking-neural-networks bindsnet

• Updated Apr 8, 2021
• Jupyter Notebook

Demo code of neural simulators for Google Colab

brian nengo neuron google-colab bindsnet

• Updated Dec 30, 2025
• Jupyter Notebook

Playground Repository for Anomaly Detection with SNNs

spiking-neural-networks anomaly-detection numenta bindsnet

• Updated Sep 6, 2018
• Jupyter Notebook

A modified WTA learning scheme with BindsNet

mnist-classification spiking-neural-networks cuda-support snn bindsnet wta

• Updated Jun 21, 2020
• Python

“High-performance seizure detection system using Spiking Neural Networks (SNN) with STDP learning and SVM classification. Built on BindsNET & PyTorch for neuromorphic EEG signal processing.”

spiking-neural-networks eeg-analysis snn neuromorphic-computing stdp bindsnet chb-mit

• Updated Jul 2, 2026
• Jupyter Notebook

Use Spiking Neural Networks to solve Cart Pole control problem with a solution inspired by ToM. This code is part of my Master’s Thesis code.

openai-gym python3 pytorch theory-of-mind bindsnet

• Updated Dec 16, 2020
• Python

Store, search, and reason over data in spike timing — spiking neural networks for data storage & retrieval. Less compute, less storage. Three paradigms: telemetry hub, in-storage query engine, relational spike-time embeddings.

pytorch mnist event-driven spiking-neural-networks neuromorphic associative-memory snn knowledge-graph-embeddings stdp bindsnet brain-inspired-computing temporal-coding surrogate-gradient

• Updated Nov 9, 2026
• Python