Cross-subject EEG linear domain adaption based on batch normalization and depthwise convolutional neural network

Author:

Li GuofaORCID,Ouyang DelinORCID,Yang Liu,Li Qingkun,Tian Kai,Wu BaihengORCID,Guo Gang

Funder

National Natural Science Foundation of China

Publisher

Elsevier BV

Subject

Artificial Intelligence,Information Systems and Management,Management Information Systems,Software

Reference48 articles.

1. Emotion recognition based on EEG features in movie clips with channel selection;Özerdem;Brain Inf.,2017

2. EEG emotion recognition based on the attention mechanism and pre-trained convolution capsule network;Liu;Knowl.-Based Syst.,2023

3. EEG-based emotion recognition using an end-to-end regional-asymmetric convolutional neural network;Cui;Knowl.-Based Syst.,2020

4. EEG-based emotion recognition: Review of commercial EEG devices and machine learning techniques;Dadebayev;J. King Saud Univ.-Comput. Inf. Sci.,2022

5. Human emotion recognition from EEG-based brain–computer interface using machine learning: A comprehensive review;Houssein;Neural Comput. Appl.,2022

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