Review of hybrid brain-computer interface applications in human-computer interaction
LIU Ying-xin
LI Ming
YU Yang
ZENG Ling-li
ZHOU Zong-tan
HU De-wen
Abstract：How to enhance computers'understanding of human intentions in human-computer interaction systems has attracted increasing attention with the development of intelligent technology.The integration of brain-computer interface technology with neuroscience offers unique advantages in the field of human-computer interaction.Hybrid brain-computer interfaces,through information fusion,enable the complementary integration of multiple modalities,paving the way for future advancements in human-computer interaction.This paper first introduces the types and technical principles of hybrid brain-computer interfaces,with a particular emphasis on the key technology of"signal fusion".Subsequently,from the perspectives of"controllers"and"monitors",a statistical analysis of the current research status of hybrid brain-computer interfaces in human-computer interaction is conducted.The results reveal that hybrid brain-computer interfaces are primarily applied as"monitors"in human-computer interaction systems,with a high focus on applications such as emotion recognition and cognitive state assessment.Finally,an outlook on the application prospects of hybrid brain-computer interfaces in human-computer interaction is provided.
Keywords：brain computer interfacehuman computer interactionhybrid brain computer interfacemultimodal
Publication Date：2023-12-28
Online Publishing Date：2025-08-15(First online date of this platform, not the publication date of the document)
Pages：13( 2077-2089 )