BrainFlow：从各类生物传感器采集、解析并分析 EEG、EMG、ECG 等数据的库
Braindecode：用于解码 EEG、ECG、MEG 信号的深度学习软件
Time Series Feature Extraction Library (TSFEL): 60+ statistical, temporal, spectral and fractal features for time series classification, regression and signal processing in Python
IronBCI：可穿戴（BLE）脑机接口，基于 ADS1299 与 STM32，含移动应用 SDK
BioAmp EXG Pill：小巧精致的生物电信号采集模拟前端（AFE）板卡
加州大学伯克利分校神经技术入门课程（CS198-96）
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
EEG-Transformer：Transformer（ViT）在二维生理信号（EEG）分类上的实用应用，也可用于 EMG、EOG、ECG 等
SleepEEGNet：基于序列到序列深度学习的自动睡眠分期
EEGrunt：面向 OpenBCI 与 Muse 的 Python EEG（+ECG）分析工具集
Interactive Brain Playground - Browser based tutorials on EEG with webbluetooth and muse
[NeurIPS 2025] PhysioWave: A Multi-Scale Wavelet-Transformer for Physiological Signal Representation
The programming interface for your body and mind
TinySleepNet: An Efficient Deep Learning Model for Sleep Stage Scoring based on Raw Single-Channel EEG by Akara Supratak and Yike Guo from The Faculty of ICT, Mahidol University and Imperial College L
Low Cost Electroencephalogram Based Brain-Computer-Interface
EntroPy: complexity of time-series in Python (DEPRECATED)