MISNet: multi-source information-shared EEG emotion recognition network with two-stream structure

MISNet: multi-source information-shared EEG emotion recognition network with two-stream structure

IntroductionWhen constructing machine learning and deep neural networks, the domain shift problem on different subjects complicates the subject independent electroencephalography (EEG) emotion recognition. Most of the existing domain adaptation methods either treat all source domains as equivalent o...

Full description

Bibliographic Details
Main Authors: Ming Gong, Wei Zhong, Long Ye, Qin Zhang
Format: Article
Language:English
Published: Frontiers Media S.A. 2024-02-01
Series:Frontiers in Neuroscience
Subjects:
EEG signals
emotion recognition
transfer learning
multi-source domain
domain adaptation
Online Access:https://www.frontiersin.org/articles/10.3389/fnins.2024.1293962/full

Internet

https://www.frontiersin.org/articles/10.3389/fnins.2024.1293962/full

Similar Items