Neurolinguistics Research Advancing Development of a Direct-Speech Brain-Computer Interface

被引:62
作者
Cooney, Ciaran [1 ]
Folli, Raffaella [2 ]
Coyle, Damien [1 ]
机构
[1] Ulster Univ, Intelligent Syst Res Ctr, Derry, North Ireland
[2] Ulster Univ, Inst Res Social Sci, Jordanstown, North Ireland
基金
英国工程与自然科学研究理事会;
关键词
INFERIOR FRONTAL-CORTEX; INNER SPEECH; CONTROLLED RETRIEVAL; LEXICAL ACCESS; WORD RETRIEVAL; NEURAL BASIS; TIME-COURSE; LANGUAGE; CLASSIFICATION; OVERT;
D O I
10.1016/j.isci.2018.09.016
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
A direct-speech brain-computer interface (DS-BCI) acquires neural signals corresponding to imagined speech, then processes and decodes these signals to produce a linguistic output in the form of phonemes, words, or sentences. Recent research has shown the potential of neurolinguistics to enhance decoding approaches to imagined speech with the inclusion of semantics and phonology in experimental procedures. As neurolinguistics research findings are beginning to be incorporated within the scope of DS-BCI research, it is our view that a thorough understanding of imagined speech, and its relationship with overt speech, must be considered an integral feature of research in this field. With a focus on imagined speech, we provide a review of the most important neurolinguistics research informing the field of DS-BCI and suggest how this research may be utilized to improve current experimental protocols and decoding techniques. Our review of the literature supports a cross-disciplinary approach to DS-BCI research, in which neurolinguistics concepts and methods are utilized to aid development of a naturalistic mode of communication.
引用
收藏
页码:103 / 125
页数:23
相关论文
共 151 条
[1]   The brain's conversation with itself: neural substrates of dialogic inner speech [J].
Alderson-Day, Ben ;
Weis, Susanne ;
McCarthy-Jones, Simon ;
Moseley, Peter ;
Smailes, David ;
Fernyhough, Charles .
SOCIAL COGNITIVE AND AFFECTIVE NEUROSCIENCE, 2016, 11 (01) :110-120
[2]   Inner Speech: Development, Cognitive Functions, Phenomenology, and Neurobiology [J].
Alderson-Day, Ben ;
Fernyhough, Charles .
PSYCHOLOGICAL BULLETIN, 2015, 141 (05) :931-965
[3]   The functional neuroanatomy of metrical stress evaluation of perceived and imagined spoken words [J].
Aleman, A ;
Formisano, E ;
Koppenhagen, H ;
Hagoort, P ;
de Haan, EHF ;
Kahn, RS .
CEREBRAL CORTEX, 2005, 15 (02) :221-228
[4]  
[Anonymous], DEEP LEARNING TOOL N
[5]  
[Anonymous], INT J NEURAL SYST
[6]  
[Anonymous], ACM T COMPUT INTERAC
[7]  
[Anonymous], 2017, J PHYSIOL PARIS
[8]  
[Anonymous], INT C BIOINSP SYST S
[9]  
[Anonymous], J SPEECH LANG HEAR R
[10]  
[Anonymous], FRONT PSYCHOL