Decoding covert spatial attention using electrocorticographic (ECoG) signals in humans

被引:42
|
作者
Gunduz, Aysegul [1 ,2 ]
Brunner, Peter [1 ,2 ]
Daitch, Amy [3 ]
Leuthardt, Eric C. [3 ,4 ]
Ritaccio, Anthony L. [2 ]
Pesaran, Bijan [5 ]
Schalk, Gerwin [1 ,2 ,4 ,6 ]
机构
[1] NYS Dept Hlth, Wadsworth Ctr, BCI R&D Progr, Albany, NY 12201 USA
[2] Albany Med Coll, Dept Neurol, Albany, NY 12208 USA
[3] Washington Univ, Dept Biomed Engn, St Louis, MO USA
[4] Washington Univ, Dept Neurosurg, St Louis, MO USA
[5] NYU, Ctr Neural Sci, New York, NY 10003 USA
[6] SUNY Albany, Sch Publ Hlth, Albany, NY USA
关键词
Visual spatial attention; Covert attention; Electrocorticography (ECoG); HUMAN SENSORIMOTOR CORTEX; SELECTIVE ATTENTION; SPECTRAL-ANALYSIS; MULTIPLE STIMULI; VISUAL-CORTEX; AREAS V1; FREQUENCY; SINGLE; POTENTIALS; MODULATION;
D O I
10.1016/j.neuroimage.2012.02.017
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
This study shows that electrocorticographic (ECoG) signals recorded from the surface of the brain provide detailed information about shifting of visual attention and its directional orientation in humans. ECoG allows for the identification of the cortical areas and time periods that hold the most information about covert attentional shifts. Our results suggest a transient distributed fronto-parietal mechanism for orienting of attention that is represented by different physiological processes. This neural mechanism encodes not only whether or not a subject shifts their attention to a location, but also the locus of attention. This work contributes to our understanding of the electrophysiological representation of attention in humans. It may also eventually lead to brain-computer interfaces (BCIs) that optimize user interaction with their surroundings or that allow people to communicate choices simply by shifting attention to them. (C) 2012 Elsevier Inc. All rights reserved.
引用
收藏
页码:2285 / 2293
页数:9
相关论文
共 50 条
  • [1] Decoding flexion of individual fingers using electrocorticographic signals in humans
    Kubanek, J.
    Miller, K. J.
    Ojemann, J. G.
    Wolpaw, J. R.
    Schalk, G.
    [J]. JOURNAL OF NEURAL ENGINEERING, 2009, 6 (06)
  • [2] Decoding Semantic Information from Human Electrocorticographic (ECoG) Signals
    Wang, Wei
    Degenhart, Alan D.
    Sudre, Gustavo P.
    Pomerleau, Dean A.
    Tyler-Kabara, Elizabeth C.
    [J]. 2011 ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC), 2011, : 6294 - 6298
  • [3] Neural correlates of visual-spatial attention in electrocorticographic signals in humans
    Gunduz, Aysegul
    Brunner, Peter
    Daitch, Amy
    Leuthardt, Eric C.
    Ritaccio, Anthony L.
    Pesaran, Bijan
    Schalk, Gerwin
    [J]. FRONTIERS IN HUMAN NEUROSCIENCE, 2011, 5
  • [4] DECODING VISUAL COVERT SELECTIVE SPATIAL ATTENTION BASED ON MAGNETOENCEPHALOGRAPHY SIGNALS
    Hosseini, Seyyed Abed
    [J]. BIOMEDICAL ENGINEERING-APPLICATIONS BASIS COMMUNICATIONS, 2019, 31 (01):
  • [5] Decoding fingertip trajectory from electrocorticographic signals in humans
    Nakanishi, Yasuhiko
    Yanagisawa, Takufumi
    Shin, Duk
    Chen, Chao
    Kambara, Hiroyuki
    Yoshimura, Natsue
    Fukuma, Ryohei
    Kishima, Haruhiko
    Hirata, Masayuki
    Koike, Yasuharu
    [J]. NEUROSCIENCE RESEARCH, 2014, 85 : 20 - 27
  • [6] Decoding three-dimensional reaching movements using electrocorticographic signals in humans
    Bundy, David T.
    Pahwa, Mrinal
    Szrama, Nicholas
    Leuthardt, Eric C.
    [J]. JOURNAL OF NEURAL ENGINEERING, 2016, 13 (02)
  • [7] Decoding two-dimensional movement trajectories using electrocorticographic signals in humans
    Schalk, G.
    Kubanek, J.
    Miller, K. J.
    Anderson, N. R.
    Leuthardt, E. C.
    Ojemann, J. G.
    Limbrick, D.
    Moran, D.
    Gerhardt, L. A.
    Wolpaw, J. R.
    [J]. JOURNAL OF NEURAL ENGINEERING, 2007, 4 (03) : 264 - 275
  • [8] Decoding vowels and consonants in spoken and imagined words using electrocorticographic signals in humans
    Pei, Xiaomei
    Barbour, Dennis L.
    Leuthardt, Eric C.
    Schalk, Gerwin
    [J]. JOURNAL OF NEURAL ENGINEERING, 2011, 8 (04)
  • [9] Identifying the attended speaker using electrocorticographic (ECoG) signals
    Dijkstra, K. V.
    Brunner, P.
    Gunduz, A.
    Coon, W.
    Ritaccio, A. L.
    Farquhar, J.
    Schalk, G.
    [J]. BRAIN-COMPUTER INTERFACES, 2015, 2 (04) : 161 - 173
  • [10] A BRAIN-COMPUTER INTERFACE USING EVENT-RELATED POTENTIALS (ERPS) AND ELECTROCORTICOGRAPHIC SIGNALS (ECOG) IN HUMANS
    Brunner, Peter
    Ritaccio, A. L.
    Emrich, J. F.
    Bischof, H.
    Schalk, G.
    [J]. EPILEPSIA, 2009, 50 : 389 - 389