Effects of SOA and flash pattern manipulations on ERPs, performance, and preference: Implications for a BCI system

被引:75
作者
Allison, BZ
Pineda, JA
机构
[1] Georgia State Univ, Dept Comp Informat Syst, Atlanta, GA 30303 USA
[2] Univ Calif San Diego, Dept Cognit Sci, La Jolla, CA 92093 USA
[3] Univ Calif San Diego, Dept Neurosci, La Jolla, CA 92093 USA
关键词
P3; synchronous BCI; cognemes; EEG; patient recognition;
D O I
10.1016/j.ijpsycho.2005.02.007
中图分类号
B84 [心理学];
学科分类号
04 ; 0402 ;
摘要
P3 brain-computer interfaces (BCls) are synchronous communication systems that allow users to communicate interest in a target event by choosing to attend to it while ignoring other events. In such a system, a cogneme refers to the user's response to: "/attend to the event/" or "/ignore the event/". The present study examined Subjects' ability to generate more cognemes per minute (by varying stimulus onset asynchrony or SOA), or requiring fewer cognemes to convey a message (by varying the pattern of stimulus presentation). Both of these have implications for improved information throughput in a P3 BCl. SOAs of 125, 250, and 500 ms were used. Additionally, the conventional "single flash" approach was compared to a new "Multiple flash" condition in which half of the stimuli in all 8 x 8 grid were flashed simultaneously. In both conditions, P3-like component amplitudes decreased with faster SOAs at low target probabilities, but the trend did not hold for higher probabilities. The multiple flash condition produced more robust ERPs at the faster speeds. The results also indicate that attend/ignore differences were more apparent following multiple flashes for low target probabilities, but less apparent for high target probabilities. Although information throughput alone does not support the superiority of one approach over the other, only six cognemes are needed in the multiple flash conditions to identify a character, compared to sixteen cognemes in the single flash condition. This Suggests that the former approach could operate more rapidly. Thus, the present results Suggest that the multiple flash approach may be a more efficient and faster basis for a P3 BCl system. (c) 2005 Elsevier B.V. All rights reserved.
引用
收藏
页码:127 / 140
页数:14
相关论文
共 53 条
[1]   ERPs evoked by different matrix sizes: Implications for a brain computer interface (BCI) system [J].
Allison, BZ ;
Pineda, JA .
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2003, 11 (02) :110-113
[2]  
ALLISON BZ, UNPUB IEEE T REHABIL
[3]  
[Anonymous], THESIS U CALIFORNIA
[4]  
[Anonymous], P RESNA ANN C RESNAP
[5]   Changing the P300 brain computer interface [J].
Bayliss, JD ;
Inverso, SA ;
Tentler, A .
CYBERPSYCHOLOGY & BEHAVIOR, 2004, 7 (06) :694-704
[6]   Use of the evoked potential P3 component for control in a virtual apartment [J].
Bayliss, JD .
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2003, 11 (02) :113-116
[7]   A virtual reality testbed for brain-computer interface research [J].
Bayliss, JD ;
Ballard, DH .
IEEE TRANSACTIONS ON REHABILITATION ENGINEERING, 2000, 8 (02) :188-190
[8]  
Beverina F., 2003, PsychNology Journal, V1, P331
[9]   A spelling device for the paralysed [J].
Birbaumer, N ;
Ghanayim, N ;
Hinterberger, T ;
Iversen, I ;
Kotchoubey, B ;
Kübler, A ;
Perelmouter, J ;
Taub, E ;
Flor, H .
NATURE, 1999, 398 (6725) :297-298
[10]   The mental prosthesis: Assessing the speed of a P300-based brain-computer interface [J].
Donchin, E ;
Spencer, KM ;
Wijesinghe, R .
IEEE TRANSACTIONS ON REHABILITATION ENGINEERING, 2000, 8 (02) :174-179