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HeyyyyyyG/Multi-souce-Separation-and-Alignment-Network-for-EEG-Emotion-Classification

Transfer learning for multi source EEG-emotion-classification

Multi-souce-Separation-and-Alignment-Network-for-EEG-Emotion-Classification

Advised by Prof. Baoliang Lu

Introduction

We provide code for MSSAN on the task of emotion classification.

Structure

-data

-test		data for testing
-train		data for training

-code

-mmd.py		basic mmd computation
-model.py		model used on cpu
-model_cuda.py	model used on gpu
-mssan.py		task running and evaluation on cpu
-mssan_cuda.py	task running and evaluation on gpu

-report.pdf

Usage

In the directory of code:

python mssan.py run on cpu

python mssan_cuda.py run on gpu

Languages

Python100.0%

Contributors

Created May 17, 2020
Updated September 1, 2025