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Top 7 eeg-signals 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

SSVEP-Neural-Generative-Models

Code to accompany our International Joint Conference on Neural Networks (IJCNN) paper entitled - Simulating Brain Signals: Creating Synthetic EEG Data via Neural-Based Generative Models for Improved SSVEP Classification

✭ 37

python deep-learning pytorch generative-adversarial-network eeg-signals ssvep

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

eeguana

A package for manipulating EEG data in R.

✭ 16

r dplyr tidyverse eeg eeg-signals eeg-data eeg-analysis

nftsim

C++ library for simulation of multiscale neural field dynamics

✭ 24

C++matlab shell python Makefile Vim Script simulation neuroscience eeg-signals theory brain-imaging

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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