11 开源生态 学习进阶研究

汇总 GitHub 上与脑机接口(BCI)强相关的开源项目,按星标数排序取前 100。GitHub 不公开 clone / 下载量,星标为公开可查证的热度指标。支持分类筛选与关键词检索,每条标注来源。

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#7BrainFlow★ 1,777

BrainFlow:从各类生物传感器采集、解析并分析 EEG、EMG、ECG 等数据的库

bcibiosensorbiosensorsbiosignalsbrain-computer-interface

Time Series Feature Extraction Library (TSFEL): 60+ statistical, temporal, spectral and fractal features for time series classification, regression and signal processing in Python

audiobiosignal-processingecgeegemg

用于 MEG、EEG 与 iEEG 分析的 MATLAB 工具箱(FieldTrip)

analysisbeamformerbidsbrainconnectivity

Arduino library for reading NeuroSky EEG brainwave data.

arduinobraineegforce-trainermindflex

用 PiEEG 扩展板和树莓派测量 8 通道 EEG 的 C 语言库(已停止维护)

ads1299bcibci-systemsbiosignaldiy-electronics

Open Warehouse Management System

cloudcloud-nativefreelogisticsmaterialflow

IronBCI:可穿戴(BLE)脑机接口,基于 ADS1299 与 STM32,含移动应用 SDK

ads1299bcibci-homeworkbci-systemseeg
#24TBC-TJU/MetaBCI★ 585

MetaBCI:中国首个非侵入式脑机接口开源平台,由天津大学许敏鹏教授团队主导

bciplatform

NeuroKit.py:用于统计与神经生理信号处理(EEG、EDA、ECG、EMG 等)的 Python 工具箱

biosignalsbvpcomplexityecgeda
#39BruTile/BruTile★ 375

BruTile is a .NET library to access tile services like those of OpenStreetMap, MapBox or GeodanMaps.

brutilemapmappingosmtiling
#46urish/muse-js★ 306

muse-js:Muse 2016 EEG 头戴设备的 JavaScript 库(基于 Web Bluetooth)

bcibrain-computer-interfacebrain-connectivityeegeeg-data

Processing-based visualizer for NeuroSky EEG brainwave data output from the Arduino Brain library.

arduinobraineegmindflexneurosky

[ICLR 2024] M/EEG-based image decoding with contrastive learning. i. Propose a contrastive learning framework to align image and eeg. ii. Resolving brain activity for biological plausibility.

contrastive-learningeegmegself-supervised-learningvisual-decoding

AI-powered fleet management platform with an agentic dispatcher that matches loads to trucks, ensures HOS compliance, and optimizes routes. Built for trucking companies.

angularasp-net-coreblazorbuncqrs-pattern

A Python Toolbox for Multimode Neural Data Representation Analysis - A Representational Analysis Toolbox for Neuroscience, including Representational Similarity Analysis (RSA), & Inter-Subject Correla

classificationdecodingecogeegelectrophysiology

PyPREP: A Python implementation of the Preprocessing Pipeline (PREP) for EEG data

artifactdataeegelectroencephalogaphymne

MNE-CPP: The C++ framework for real-time functional brain imaging.

biomedical-informaticsc-plus-plusclinicalcmakecomputational-neuroscience
#83amrzhd/EEGNet★ 175

This project focuses on implementing CNN model based on the EEGNet architecture with Pytorch library for classifying motor imagery tasks using EEG data.

bcibci-systemsconvolutional-neural-networksdeep-learningdepthwise-convolutions