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Panos13L/GraphCNN-Network-EEG-Emotion-Classification

GraphCNN + CNN Network for EEG Emotion Recognition

GraphCNN-Network-EEG-Emotion-Classification-

In this implementation there is a network consisting of combination of graph convolutional neural networks blocks and simple block convolutions.

The goal is to classify emotions from EEG signals (SEED Dataset).

The inspiration came from the following paper: https://doi.org/10.1016/j.bspc.2023.104799

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MIT License
Created May 29, 2024
Updated September 8, 2025