eeg-analysis 开源项目推荐（378 个）

brainflow-dev /brainflow

BrainFlow is a library intended to obtain, parse and analyze EEG, EMG, ECG and other kinds of data from biosensors

raphaelvallat /yasa

YASA (Yet Another Spindle Algorithm): a Python package to analyze polysomnographic sleep recordings.

snailpt /CTNet

CTNet: A Convolutional Transformer Network for EEG-Based Motor Imagery Classification

aliasvishnu /EEGNet

[Old版本] EEGNet的PyTorch实现：基于Echo的脑机接口的紧凑卷积网络-https://arxiv.org/pdf/1611.08024.pdf

SuperBruceJia /EEG-Motor-Imagery-Classification-CNNs-TensorFlow

EEG Motor Imagery Tasks Classification (by Channels) via Convolutional Neural Networks (CNNs) based on TensorFlow

raphaelvallat /entropy

EntroPy: complexity of time-series in Python (DEPRECATED)

dreamento /dreamento

Dreamento (DReam ENgenieering TOolbox): a Python-based software for dream engineering while monitoring/analyzing real-time EEG data.

SMorettini /CNNs-on-CHB-MIT

该项目旨在将CNN应用于CHB-MIT的脑电图数据，预测癫痫发作

craddm /eegUtils

An R package for processing and plotting of electroencephalography (EEG) data

sari-saba-sadiya /EEGExtract

A python package for extracting EEG features. See article "Unsupervised EEG Artifact Detection and Correction" in Frontiers in Digital Health, 2020.

guangyizhangbci /EEG_Riemannian

IEEE Transactions on Emerging Topics in Computational Intelligence

AlessioZanga /PyEEGLab

Analyze and manipulate EEG data using PyEEGLab.

tothemoon10080 /CHB-MIT-data-preprocessing-and-prediction

该项目聚焦于利用CHB-MIT脑电图数据集进行数据预处理和癫痫发作预测。它包括数据清理、特征提取和处理不平衡数据集等步骤，旨在提高扣押预测的准确性。

amboararaitra-crp /BioAmp-Trainer-RTR-Module-Design-Simulation

Open-Source Modular ECG Amplifier Trainer for Biomedical Labs 2026

vferat /pycrostates

该项目在 GitHub 上没有填写描述

IoBT-VISTEC /EEGANet

EEG Artifact Removal Using Deep Learning (source code, IEEE Journal of Biomedical and Health Informatics)

ChiShengChen /MUSE_EEG

The official implement of Mind's eye: image recognition by EEG via multimodal similarity-keeping contrastive learning.

NirLab-TAU /sleepeegpy

该项目在 GitHub 上没有填写描述

digital-cinema-arts /Muse-Analysis-Tools

A set of tools to analyze and create charts from Muse EEG devices.

Z-Fran /DEAP-EEG-Emotion-Analyse-and-Classify

Simply emotion analyse and classify using EEG data based on DEAP dataset, using python and sklearn(SVM,KNN,Tree). 简单的EEG脑电数据情感分析，使用python和DEAP数据集。