On the suitability of near-infrared (NIR) systems for next-generation brain-computer interfaces

被引:238
作者
Coyle, S [1 ]
Ward, T
Markham, C
McDarby, G
机构
[1] Natl Univ Ireland Maynooth, Dept Elect Engn, Maynooth, Kildare, Ireland
[2] Natl Univ Ireland Maynooth, Dept Comp Sci, Maynooth, Kildare, Ireland
[3] Media Lab Europe, Dublin, Ireland
关键词
brain-computer interface; near-infrared technology; functional brain imaging; motor imagery;
D O I
10.1088/0967-3334/25/4/003
中图分类号
Q6 [生物物理学];
学科分类号
071011 ;
摘要
A brain-computer interface (BCI) gives those suffering from neuromuscular impairments a means to interact and communicate with their surrounding environment. A BCI translates physiological signals, typically electrical, detected from the brain to control an output device. A significant problem with current BCIs is the lengthy training periods involved for proficient usage, which can often lead to frustration and anxiety on the part of the user. Ultimately this can lead to abandonment of the device. The primary reason for this is that relatively indirect measures of cognitive function, as can be gleaned from the electroencephalogram (EEG), are harnessed. A more suitable and usable interface would need to measure cognitive function more directly. In order to do this, new measurement modalities, signal acquisition and processing, and translation algorithms need to be addressed. In this paper, we propose a novel approach, using non-invasive near-infrared imaging technology to develop a user-friendly optical BCI. As an alternative to the traditional EEG-based devices, we have used practical non-invasive optical techniques to detect characteristic haemodynamic responses due to motor imagery and consequently created an accessible BCI that is simple to attach and requires little user training.
引用
收藏
页码:815 / 822
页数:8
相关论文
共 32 条
  • [21] THE BRAIN RESPONSE INTERFACE - COMMUNICATION THROUGH VISUALLY-INDUCED ELECTRICAL BRAIN RESPONSES
    SUTTER, EE
    [J]. JOURNAL OF MICROCOMPUTER APPLICATIONS, 1992, 15 (01): : 31 - 45
  • [22] SYRE F, 2000, ADV EXP MED BIOL, V471
  • [23] Brain-computer interface technology:: A review of the second international meeting
    Vaughan, TM
    Heetderks, WJ
    Trejo, LJ
    Rymer, WZ
    Weinrich, M
    Moore, MM
    Kübler, A
    Dobkin, BH
    Birbaumer, N
    Donchin, E
    Wolpaw, EW
    Wolpaw, JR
    [J]. IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2003, 11 (02) : 94 - 109
  • [24] REAL-TIME DETECTION OF BRAIN EVENTS IN EEG
    VIDAL, JJ
    [J]. PROCEEDINGS OF THE IEEE, 1977, 65 (05) : 633 - 641
  • [25] Non-invasive optical spectroscopy and imaging of human brain function
    Villringer, A
    Chance, B
    [J]. TRENDS IN NEUROSCIENCES, 1997, 20 (10) : 435 - 442
  • [26] VILLRINGER A, 1995, CEREBROVAS BRAIN MET, V7, P240
  • [27] Functional frequency-domain near-infrared spectroscopy detects fast neuronal signal in the motor cortex
    Wolf, M
    Wolf, U
    Choi, JH
    Gupta, R
    Safonova, LP
    Paunescu, LA
    Michalos, A
    Gratton, E
    [J]. NEUROIMAGE, 2002, 17 (04) : 1868 - 1875
  • [28] WOLF M, 2003, IFMBE P, V4
  • [29] Brain-computer interface technology: A review of the first international meeting
    Wolpaw, JR
    Birbaumer, N
    Heetderks, WJ
    McFarland, DJ
    Peckham, PH
    Schalk, G
    Donchin, E
    Quatrano, LA
    Robinson, CJ
    Vaughan, TM
    [J]. IEEE TRANSACTIONS ON REHABILITATION ENGINEERING, 2000, 8 (02): : 164 - 173
  • [30] The Wadsworth Center brain-computer interface (BCI) research and revelopment program
    Wolpaw, JR
    McFarland, DJ
    Vaughan, TM
    Schalk, G
    [J]. IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2003, 11 (02) : 204 - 207