项目作者: HeyyyyyyG

项目描述 :
Transfer learning for multi source EEG-emotion-classification
高级语言: Python
项目地址: git://github.com/HeyyyyyyG/Multi-souce-Separation-and-Alignment-Network-for-EEG-Emotion-Classification.git


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

  1. -test data for testing
  2. -train data for training

-code

  1. -mmd.py basic mmd computation
  2. -model.py model used on cpu
  3. -model_cuda.py model used on gpu
  4. -mssan.py task running and evaluation on cpu
  5. -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