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6 search results found

Eeg Gcnn ⭐ 56

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.

Multi Task Cnn Eeg Emotion ⭐ 17

Code for the paper "Multi-Task CNN Model for Emotion Recognition from EEG Brain Maps". DEAP dataset. Python/Keras/Tensorflow 2 Impementation.

Eeg Self Supervision ⭐ 15

Resources for the paper titled "Domain-guided Self-supervision of EEG Data Improves Downstream Classification Performance and Generalizability". Accepted at ML4H Symposium 2021 with an oral spotlight!

Signal Processing Toolkit, including ML models with visualization

Eeg_convolutional_neural_net ⭐ 12

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.

3.eeg_recognation ⭐ 6

Python (deep learning and machine learning) for EEG signal processing on the example of recognizing the disease of alcoholism

Epileptic Seizure Recognition ⭐ 5

Repository with Machine Learning techniques to identify Epileptic Seizure from EEG data.

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