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Top 6 eeg-classification open source projects

Motor Imagery EEG Signal Classification Using Random Subspace Ensemble Network

✭ 24

Jupyter Notebook matlab eeg classification motor-imagery eeg-classification neural-net biosignal signal-classification rse-net random-subspace-ensemble eeg-matlab matlab-eeg-classification eeg-neural-networks motor-imagery-eeg random-subspace-ensemble-network

eeg-gcnn

Resources for the paper titled "EEG-GCNN: Augmenting Electroencephalogram-based Neurological Disease Diagnosis using a Domain-guided Graph Convolutional Neural Network". Accepted for publication (with an oral spotlight!) at ML4H Workshop, NeurIPS 2020.

✭ 50

python Jupyter Notebook Dockerfile machine-learning deep-learning eeg eeg-signals eeg-classification eeg-signals-processing graph-neural-networks neurips convolutional-network neurips-2020 eeg-gcnn ml4h

AttnSleep

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

✭ 76

python shell pytorch eeg attention eeg-classification sleep-staging self-attention sleep-stage-scoring sleep-stage-classification

brain-powered

With the Brain Powered honourscourse at the UvA we aimed to control a drone using brain signals, measured by means of EEG, only.

✭ 13

python matlab drone eeg bci university-of-amsterdam eeg-analysis eeg-classification

ewtpy

Empirical wavelet transform (EWT) in Python

✭ 52

python signal-processing seizure-prediction wavelet-decomposition eeg-classification eeg-signals-processing pypi-package seizure-detection ewt

EEG-Motor-Imagery-Classification-CNNs-TensorFlow

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

✭ 125

python matlab tensorflow eeg eeg-signals esi tensorflow-experiments convolutional-neural-networks eeg-data brain-computer-interface motor-imagery-classification tensorflow-models motor-imagery-training cnns eeg-analysis motor-imagery eeg-classification brain-com motor-imagery-tasks

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