deep-bci / ERBCPSI

The code for "EEG-based Emotion Recognition Using Convolutional Neural Network with Functional Connections"

Code for paper “EEG-based Emotion Recognition Using CNN with Functional Connections"

Dependencies

• python 3.7
• scipy 1.4.1
• pytorch 1.4.0
• numpy 1.18.1

DatasetsDatasets

• SEED: A dataset for emotion recognition using EEG signals
• DEAP: A database for emotion analysis using physiological signals

Usage

• you can caculate the PSI by the files in the "PSI" directory
• modify the directory path in "train.py"
• run the file "train.py"