chunyulei / JDA

Domain Adaptation for EEG Emotion Recognition Based on Latent Representation Similarity

JDA

This is a tensorflow implementation of the paper Domain Adaptation for EEG Emotion Recognition Based on Latent Representation Similarity

This work is based on DANN and associative domain adaptation. See https://github.com/pumpikano/tf-dann/blob/master/utils.py and https://github.com/haeusser/learning_by_association .

Environment

• Tensorflow 1.4.1
• Python 2.7

Network Structure

Data

SEED dataset and DEAP dataset of emotion EEG dataset.

You should change the data dir variable in utils.py to your data path.