bindsnet

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

A tiny Spiking neural network library implemented by BindsNet.

Advanced Machine Learning Fall 2020 Project Repository

Studying and applying spiking neural networks in reinforcement learning.

Demo code of neural simulators for Google Colab

Playground Repository for Anomaly Detection with SNNs

A modified WTA learning scheme with BindsNet

“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.”

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.

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.