Brain computer interface using flash onset and offset visual evoked potentials

被引:33
作者
Lee, Po-Lei [2 ,3 ,4 ,5 ]
Hsieh, Jen-Chuen [4 ,5 ,6 ,7 ]
Wu, Chi-Hsun [2 ,4 ]
Shyu, Kuo-Kai [2 ]
Wu, Yu-Te [1 ,4 ,5 ]
机构
[1] Natl Yang Ming Univ, Dept Biomed Imaging & Radiol Sci, Inst Biomed Imaging & Radiol Sci, Taipei 112, Taiwan
[2] Natl Cent Univ, Dept Elect Engn, Taipei, Taiwan
[3] Natl Cent Univ, Inst Biomed Engn, Taipei, Taiwan
[4] Taipei Vet Gen Hosp, Dept Med Res & Educ, Integrated Brain Res Lab, Taipei, Taiwan
[5] Natl Yang Ming Univ, Inst Brain Sci, Taipei 112, Taiwan
[6] Natl Yang Ming Univ, Sch Life Sci, Inst Neurosci, Taipei 112, Taiwan
[7] Natl Yang Ming Univ, Sch Med, Fac Med, Taipei 112, Taiwan
关键词
brain computer interface; flash visual evoked potential; electroencephalography; assistive devices; neuroprotheses;
D O I
10.1016/j.clinph.2007.11.013
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
Objective: This paper presents a brain computer interface (BCI) actuated by flash onset and offset visual evoked potentials (FVEPs). Flashing stimuli, such as digits or letters, are displayed on a LCD screen for inducing onset and offset FVEPs when one stares at one of them. Subjects can shift their gaze Lit target flashing digits or letters to generate a string for communication purposes. Methods: By designing the flickering sequences with Mutually independent flash onsets (or offsets) and employing the inherent property that onset (or offset) FVEPs are time-locked and phase-locked to flash onsets (or offsets) of gazed stimuli, segmented epochs based on the flash onsets (or offsets) of gazed stimuli will be enhanced after averaging whereas those based on the onsets (or offsets) of non-gazed Stimuli will be Suppressed after averaging. The amplitude difference between the N2 and P2 peaks of averaged onset FVEPs, denoted by Amp(onset), and that between the N1 and P1 peaks of averaged offset FVEPs, denoted by Amp(offset) are detected during experiments. The stimulus inducing the largest value of the SUM Amp(onset) + Amp(offset) is identified as the gazed target and the representative digit or letter is sent Out. Results: Five subjects participated in two experiments. In the first experiment, subjects were asked to gaze at 25 flickering stimuli one by one with cacti for a duration of 1 min. The mean accuracy with 10-epoch averages was 97.4%. In the second task, subjects were instructed to generate a string '0287513694E' by staring at stimuli on a pseudo keypad comprising ten digits '0-9' and two letters 'B' and V. The mean accuracy and information transfer rates were 92.18% and 33.65 bits/min, respectively, Conclusions: The onset and offset FVEP-based BCI has shown that high information transfer rate has been achieved. Significance: A novel FVEP-based BCI system is proposed as an efficient and reliable tool for disabled people to communicate with external environments. Crown copyright (C) 2007 Published by Elsevier Ireland Ltd on behalf of International Federation of Clinical Neurophysiology. All rights reserved.
引用
收藏
页码:605 / 616
页数:12
相关论文
共 47 条
  • [1] A spelling device for the paralysed
    Birbaumer, N
    Ghanayim, N
    Hinterberger, T
    Iversen, I
    Kotchoubey, B
    Kübler, A
    Perelmouter, J
    Taub, E
    Flor, H
    [J]. NATURE, 1999, 398 (6725) : 297 - 298
  • [2] The non-invasive Berlin Brain-Computer Interface:: Fast acquisition of effective performance in untrained subjects
    Blankertz, Benjamin
    Dornhege, Guido
    Krauledat, Matthias
    Mueller, Klaus-Robert
    Curio, Gabriel
    [J]. NEUROIMAGE, 2007, 37 (02) : 539 - 550
  • [3] EVIDENCE FOR ROLE OF TRANSIENT NEURAL OFF-RESPONSE IN PERCEPTION OF LIGHT DECREMENT - PSYCHOPHYSICAL TEST DERIVED FROM NEURONAL DATA IN CAT
    BROOKS, B
    HUBER, C
    [J]. VISION RESEARCH, 1972, 12 (07) : 1291 - &
  • [4] JUVENILE METACHROMATIC LEUKODYSTROPHY - EVOKED-POTENTIALS AND COMPUTED-TOMOGRAPHY
    CARLIN, L
    ROACH, ES
    RIELA, A
    SPUDIS, E
    MCLEAN, WT
    [J]. ANNALS OF NEUROLOGY, 1983, 13 (01) : 105 - 106
  • [5] Carpenter Roger., 1988, Movements of the Eyes, V2
  • [6] Design and implementation of a brain-computer interface with high transfer rates
    Cheng, M
    Gao, XR
    Gao, SG
    Xu, DF
    [J]. IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2002, 49 (10) : 1181 - 1186
  • [7] The mental prosthesis: Assessing the speed of a P300-based brain-computer interface
    Donchin, E
    Spencer, KM
    Wijesinghe, R
    [J]. IEEE TRANSACTIONS ON REHABILITATION ENGINEERING, 2000, 8 (02): : 174 - 179
  • [8] Duchowski A.T, 2003, Eye tracking methodology: Theory and practice, DOI DOI 10.1007/978-1-4471-3750-4_5
  • [9] Cortical off response tuning for stimulus duration
    Duysens, J
    Schaafsma, SJ
    Orban, GA
    [J]. VISION RESEARCH, 1996, 36 (20) : 3243 - 3251
  • [10] FERSTER D, 1988, J NEUROSCI, V8, P1172