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MNE: Magnetoencephalography (MEG) and Electroencephalography (EEG) in Python

The MATLAB toolbox for MEG, EEG and iEEG analysis

Cerelog ESP-EEG High-precision 8-channel biosensing board designed for EEG, EMG, ECG, and Brain Computer Interface (BCI) research applications.

Brainstorm software: MEG, EEG, fNIRS, ECoG, sEEG and electrophysiology

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

Measure 8 EEG channels with Shield PiEEG-8 and RaspberryPi

Attention temporal convolutional network for EEG-based motor imagery classification

[NeurIPS 2025] PhysioWave & PhysioWave-T: token-efficient wavelet foundation models for EEG, ECG and sEMG, with reliability-aware multimodal fusion

Non-invasive decoding of typed sentences from MEG and EEG brain recordings using a convolutional encoder, transformer, and character-level language model.