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

被引:237
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
  • [11] NONINVASIVE, INFRARED MONITORING OF CEREBRAL AND MYOCARDIAL OXYGEN SUFFICIENCY AND CIRCULATORY PARAMETERS
    JOBSIS, FF
    [J]. SCIENCE, 1977, 198 (4323) : 1264 - 1267
  • [12] Simultaneous recording of event-related auditory oddball response using transcranial near infrared optical topography and surface EEG
    Kennan, RP
    Horovitz, SG
    Maki, A
    Yamashita, Y
    Koizumi, H
    Gore, JC
    [J]. NEUROIMAGE, 2002, 16 (03) : 587 - 592
  • [13] Direct control of a computer from the human central nervous system
    Kennedy, PR
    Bakay, RAE
    Moore, MM
    Adams, K
    Goldwaithe, J
    [J]. IEEE TRANSACTIONS ON REHABILITATION ENGINEERING, 2000, 8 (02): : 198 - 202
  • [14] Brain-computer communication:: Unlocking the locked in
    Kübler, A
    Kotchoubey, B
    Kaiser, J
    Wolpaw, JR
    Birbaumer, N
    [J]. PSYCHOLOGICAL BULLETIN, 2001, 127 (03) : 358 - 375
  • [15] MAO H, 1998, MEDICAMUNDI, V43, P19
  • [16] Brain-computer interfaces based on the steady-state visual-evoked response
    Middendorf, M
    McMillan, G
    Calhoun, G
    Jones, KS
    [J]. IEEE TRANSACTIONS ON REHABILITATION ENGINEERING, 2000, 8 (02): : 211 - 214
  • [17] Theoretical and experimental investigation of near-infrared light propagation in a model of the adult head
    Okada, E
    Firbank, M
    Schweiger, M
    Arridge, SR
    Cope, M
    Delpy, DT
    [J]. APPLIED OPTICS, 1997, 36 (01): : 21 - 31
  • [18] Motor imagery and direct brain-computer communication
    Pfurtscheller, G
    Neuper, C
    [J]. PROCEEDINGS OF THE IEEE, 2001, 89 (07) : 1123 - 1134
  • [19] Motor-cortical activity in tetraplegics
    Shoham, S
    Halgren, E
    Maynard, EM
    Normann, RA
    [J]. NATURE, 2001, 413 (6858) : 793 - 793
  • [20] NONINVASIVE DETECTION OF CHANGES IN MEMBRANE-POTENTIAL IN CULTURED NEURONS BY LIGHT-SCATTERING
    STEPNOSKI, RA
    LAPORTA, A
    RACCUIABEHLING, F
    BLONDER, GE
    SLUSHER, RE
    KLEINFELD, D
    [J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 1991, 88 (21) : 9382 - 9386