Popular GitHub Repositories for Spike

Deep and online learning with spiking neural networks in Python

Pure python implementation of SNN

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

Using spiking neurons and spike-timing-dependent plasticity to classify the MNIST handwritten digits.

N2D2 is an open source CAD framework for Deep Neural Network simulation and full DNN-based applications building.

NGC-Learn: Neurobiological Learning and Biomimetic Systems Simulation in Python

Offical code of "QKFormer: Hierarchical Spiking Transformer using Q-K Attention" (NeurIPS 2024，Spotlight 3%)

Spikingformer: Spike-driven Residual Learning for Transformer-based Spiking Neural Network

JAX-based Spiking Neural Network framework

SpikeAgent is a multimodal LLM-based AI agent that automates and standardizes the spike sorting pipeline

NeuroMorphic Predictive Model with Spiking Neural Networks (SNN) using Pytorch

Nuerapse simulations for SNNs

Code and data to the publication "SpikE: spike-based embeddings for multi-relational graph data".

Convolutional spiking neural network implementing voltage-dependent synaptic plasticity and single-spike integrate-and-fire neurons

Black-box spike and slab variational inference, example with linear models

Python Jupyter notebook for Neuralink Patent No. US 2021/0012909 A1, titled "Real-Time Neural Spike Detection"

Rapid Roll is a classic mobile game originally found on Nokia 1280 devices. In the game, the player controls a ball that continuously falls and must land on moving platforms while avoiding spike traps. The objective is to survive as long as possible by staying on platforms and avoiding hazards.

Fitting and analysis of trial-based neural spike responses with Generalized Linear Model (GLM).

JAX version of vLGP (github.com/catniplab/vlgp)

Machine Learning in Genomics and Healthcare (COMP 565) Project