stdp 开源项目推荐（96 个）

BindsNET /bindsnet

使用PyTorch模拟尖峰神经网络（SNN）。

BasBuller /PySNN

高效的尖峰神经网络框架，基于PyTorch构建以实现GPU加速

fzenke /auryn

Auryn: A fast simulator for spiking neural networks with synaptic plasticity

realamirhe /awesome-computational-neuro-science

A curated list of awesome cns frameworks, libraries, and software + First class pure python Tutorial Series for Spiking Neural Networks 🔥

haoyz /sym-STDP-SNN

Code for the model presented in the paper "A Biologically Plausible Supervised Learning Method for Spiking Neural Networks Using the Symmetric STDP Rule"

max-talanov /1

personal repository

zhouyanasd /DL-NC

spiking-neural-networks

Jumaruba /SNN

This is a repository with implementations of neuron models, synapses, and spiking neural networks (SNN). It's still in development and it has original content in terms of code.

ShahriarRezghi /Spyker

High-performance Spiking Neural Networks Library Written From Scratch with C++ and Python Interfaces.

juliancervos /stdp-nmnist

Repository for the master thesis titled "Local Unsupervised Learning of Multimodal Event-Based Data with Spiking Neural Networks", by Julian Lopez Gordillo (MSc in Artificial Intelligence, 2019-2021).

udion /Neurapse

Nuerapse simulations for SNNs

ggoupy /SpikingConvNet

Convolutional spiking neural network implementing STDP

alishdipani /NMNIST-STDP-SpiNNaker

A Spiking Neural Network model for Digit Recognition using the N-MNIST dataset.

aidinattar /snn

Implementation of Spiking Neural Networks (SNNs) using SpykeTorch, featuring STDP and R-STDP training methods for efficient neural computation.

zifeo /nest-stdpmodule

A generalizable model of spike-timing dependent plasticity for the Neural Simulation Tool (NEST).

ggoupy /CSNN-VDSP

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

ggoupy /SpikeNN

CPU-based spiking neural network framework for classification layers employing first-spike coding and supervised STDP training.

arterialist /neuron-model

A Computational Substrate for Self-Organizing Biologically-Plausible AI

Triponymous /brAIn

Living Desktop Manager: local-first research into personal context with a spiking neural network, an interactive Observatory and a query-only MCP interface.

vikram-mm /Spiking-Neural-Network---Theano-Framework

Spiking neural networks are biologically plausible CNNs which learn through a temporally dependent learning method known as Spike Time Dependant Plasticity (STDP)- an alternate to gradient descent. This repository contains layers built on top of Lasagne layers for spiking neural networks. This is the first implementation of spiking neural networ…