Event-related potentials in a moving matrix modification of the P300 brain-computer interface paradigm

被引:27
作者
Shishkin, Sergei L. [1 ,2 ]
Ganin, Ilya P. [1 ,2 ]
Kaplan, Alexander Ya [1 ,2 ]
机构
[1] Moscow MV Lomonosov State Univ, Fac Biol, Lab Neurophysiol & Neurocomp Interfaces, Moscow 119991, Russia
[2] Natl Res Nucl Univ MEPhI, Dept Biophys Radiat Phys & Ecol, Moscow 115409, Russia
关键词
Brain-computer interface (BCI); Electroencephalogram (EEG); Event-related potentials (ERP); N1; potential; P300; Moving objects perception; PURSUIT EYE-MOVEMENTS; SMOOTH-PURSUIT; ATTENTION; BCI; ALLOCATION; HUMANS;
D O I
10.1016/j.neulet.2011.03.089
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
In the standard design of the brain-computer interfaces (BCI) based on the P300 component of the event-related potentials (ERP), target and non-target stimuli are presented at fixed positions in a motionless matrix. Can we let this matrix be moving (e.g., if attached to a robot) without loosing the efficiency of BCI? We assessed changes of the positive peak at Pz in the time interval 300-500 ms after the stimulus onset (P300) and the negative peak at the occipital electrodes in the range 140-240 ms (N1), both important for the operation of the P300 BCI, during fixating a target cell of a moving matrix in healthy participants (n = 12). Ni amplitude in the difference (target - non-target) waveforms decreased with the velocity, although remained high (M= -4.3, SD = 2.1) even at highest velocity (20 degrees/s). In general, the amplitudes and latencies of these ERP components were remarkably stable in studied types of matrix movement and all velocities of horizontal movement (5, 10 and 20 degrees/s) comparing to matrix in fixed position. These data suggest that, for the users controlling their gaze, the P300 BCI design can be extended to modifications requiring stimuli matrix motion. (C) 2011 Elsevier Ireland Ltd. All rights reserved.
引用
收藏
页码:95 / 99
页数:5
相关论文
共 28 条
[1]  
[Anonymous], 2012, Event-related potentials
[2]   Control of a humanoid robot by a noninvasive brain-computer interface in humans [J].
Bell, Christian J. ;
Shenoy, Pradeep ;
Chalodhorn, Rawichote ;
Rao, Rajesh P. N. .
JOURNAL OF NEURAL ENGINEERING, 2008, 5 (02) :214-220
[3]   Does the 'P300' speller depend on eye gaze? [J].
Brunner, P. ;
Joshi, S. ;
Briskin, S. ;
Wolpaw, J. R. ;
Bischof, H. ;
Schalk, G. .
JOURNAL OF NEURAL ENGINEERING, 2010, 7 (05)
[4]   SELECTIVE SUPPRESSION OF THE MAGNOCELLULAR VISUAL PATHWAY DURING SACCADIC EYE-MOVEMENTS [J].
BURR, DC ;
MORRONE, MC ;
ROSS, J .
NATURE, 1994, 371 (6497) :511-513
[5]   Saccade target selection and object recognition: Evidence for a common attentional mechanism [J].
Deubel, H ;
Schneider, WX .
VISION RESEARCH, 1996, 36 (12) :1827-1837
[6]   TALKING OFF THE TOP OF YOUR HEAD - TOWARD A MENTAL PROSTHESIS UTILIZING EVENT-RELATED BRAIN POTENTIALS [J].
FARWELL, LA ;
DONCHIN, E .
ELECTROENCEPHALOGRAPHY AND CLINICAL NEUROPHYSIOLOGY, 1988, 70 (06) :510-523
[7]  
Frenzel S., 2010, ARXIV10063688V1CSHC
[8]   How many people are able to control a P300-based brain-computer interface (BCI)? [J].
Guger, Christoph ;
Daban, Shahab ;
Sellers, Eric ;
Holzner, Clemens ;
Krausz, Gunther ;
Carabalona, Roberta ;
Gramatica, Furio ;
Edlinger, Guenter .
NEUROSCIENCE LETTERS, 2009, 462 (01) :94-98
[9]   N200-speller using motion-onset visual response [J].
Hong, Bo ;
Guo, Fei ;
Liu, Tao ;
Gao, Xiaorong ;
Gao, Shangkai .
CLINICAL NEUROPHYSIOLOGY, 2009, 120 (09) :1658-1666
[10]   SHARED ATTENTIONAL CONTROL OF SMOOTH EYE-MOVEMENT AND PERCEPTION [J].
KHURANA, B ;
KOWLER, E .
VISION RESEARCH, 1987, 27 (09) :1603-1618