eeg-classification topic

List eeg-classification repositories

brain

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🧠 Study about electrical activity of the brain retrieved from an EEG headset (repo in french).

AttnSleep

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[TNSRE 2021] "An Attention-based Deep Learning Approach for Sleep Stage Classification with Single-Channel EEG"

EEG-DL

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A Deep Learning library for EEG Tasks (Signals) Classification, based on TensorFlow.

entropy

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

arl-eegmodels

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This is the Army Research Laboratory (ARL) EEGModels Project: A Collection of Convolutional Neural Network (CNN) models for EEG signal classification, using Keras and Tensorflow

ironbci

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Open-Source Brain-Computer Interface, ADS1299 and STM32

EEGNet

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[Old version] PyTorch implementation of EEGNet: A Compact Convolutional Network for EEG-based Brain-Computer Interfaces - https://arxiv.org/pdf/1611.08024.pdf

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