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Top 5 eeg-signals-processing open source projects

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

EEGwithRaspberryPI

Open-Source board for converting RaspberryPI to Brain-computer interface

vmdpy

Variational mode decomposition (VMD) in Python

✭ 158

python signal-processing vmd signal-analysis eeg-signals-processing epilepsy-monitoring seizure-detection

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 convolutional neural net

A convolutional neural network developed in python using the Keras machine learning framework used to categorize brain signal based on what a user was looking at when the EEG data was collected.

✭ 20

python machine-learning keras eeg eeg-signals brain-signal-decoding eeg-signals-processing

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