Novel near infrared sensors for hybrid BCI applications

被引:1
作者
Almajidy, Rand K. [1 ,2 ,3 ]
Le, Khang S. [4 ]
Hofmann, Ulrich G. [1 ]
机构
[1] Univ Freiburg, Med Ctr, Dept Neurosurg, Neuroelect Syst, D-79108 Freiburg, Germany
[2] Med Univ Lubeck, Inst Signal Proc, D-23562 Lubeck, Germany
[3] Univ Diyala, Coll Med, Baqubah, Diyala, Iraq
[4] Univ Kentucky, Lexington, KY 40506 USA
来源
ADVANCED MICROSCOPY TECHNIQUES IV; AND NEUROPHOTONICS II | 2015年 / 9536卷
关键词
fNIRS sensor; Prefrontal cortex BCI; hybrid BCI; OPEN-SOURCE SOFTWARE; SPECTROSCOPY SIGNALS; PREFRONTAL CORTEX; SIMULTANEOUS EEG; MOTOR IMAGERY; CLASSIFICATION; NIRS; DESIGN; REAL;
D O I
10.1117/12.2182066
中图分类号
TH742 [显微镜];
学科分类号
摘要
This study's goal is to develop a low cost, portable, accurate and comfortable NIRS module that can be used simultaneously with EEG in a dual modality system for brain computer interface (BCI). The sensing modules consist of electroencephalography (EEG) electrodes (at the positions Fp1, Fpz and Fp2 in the international 10-20 system) with eight custom made functional near infrared spectroscopy (fNIRS) channels, positioned on the prefrontal cortex area with two extra channels to measure and eliminate extra-cranial oxygenation. The NIRS sensors were designed to guarantee good sensor-skin contact, without causing subject discomfort, using springs to press them to the skin instead of pressing them by cap fixture. Two open source software packages were modified to carry out dual modality hybrid BCI experiments. The experimental paradigm consisted of a mental task (arithmetic task or text reading) and a resting period. Both oxygenated hemoglobin concentration changes (HbO), and EEG signals showed an increase during the mental task, but the onset, period and amount of that increase depends on each modality's characteristics. The subject's degree of attention played an important role especially during online sessions. The sensors can be easily used to acquire brain signals from different cerebral cortex parts. The system serves as a simple technological test bed and will be used for stroke patient rehabilitation purposes.
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页数:7
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共 30 条
  • [1] Estimating the Spatial Resolution of fNIRS Sensors for BCI Purposes
    Almajidy, Rand Kasim
    Kirch, Robert D.
    Christ, Olaf
    Hofmann, Ulrich G.
    [J]. DESIGN AND PERFORMANCE VALIDATION OF PHANTOMS USED IN CONJUNCTION WITH OPTICAL MEASUREMENT OF TISSUE VI, 2014, 8945
  • [2] Ang KK, 2014, IEEE ENG MED BIO, P2008, DOI 10.1109/EMBC.2014.6944009
  • [3] Boecker H, 2012, Functional neuroimaging in exercise and sport sciences
  • [4] A noninvasive brain computer interface using visually-induced near-infrared spectroscopy responses
    Chen, Cheng-Hsuan
    Ho, Ming-Shan
    Shyu, Kuo-Kai
    Hsu, Kou-Cheng
    Wang, Kuo-Wei
    Lee, Po-Lei
    [J]. NEUROSCIENCE LETTERS, 2014, 580 : 22 - 26
  • [5] Design and evaluation of a probe for simultaneous EEG and near-infrared imaging of cortical activation
    Cooper, R. J.
    Everdell, N. L.
    Enfield, L. C.
    Gibson, A. P.
    Worley, Alan
    Hebden, Jeremy C.
    [J]. PHYSICS IN MEDICINE AND BIOLOGY, 2009, 54 (07) : 2093 - 2102
  • [6] ESTIMATION OF OPTICAL PATHLENGTH THROUGH TISSUE FROM DIRECT TIME OF FLIGHT MEASUREMENT
    DELPY, DT
    COPE, M
    VANDERZEE, P
    ARRIDGE, S
    WRAY, S
    WYATT, J
    [J]. PHYSICS IN MEDICINE AND BIOLOGY, 1988, 33 (12) : 1433 - 1442
  • [7] Towards a multimodal brain-computer interface: Combining fNIRS and fTCD measurements to enable higher classification accuracy
    Faress, Ahmed
    Chau, Tom
    [J]. NEUROIMAGE, 2013, 77 : 186 - 194
  • [8] Enhanced performance by a hybrid NIRS-EEG brain computer interface
    Fazli, Siamac
    Mehnert, Jan
    Steinbrink, Jens
    Curio, Gabriel
    Villringer, Arno
    Mueller, Klaus-Robert
    Blankertz, Benjamin
    [J]. NEUROIMAGE, 2012, 59 (01) : 519 - 529
  • [9] Gersten A., 2012, Probing brain oxygenation waveforms with near infrared spectroscopy (NIRS)
  • [10] Hazrati M. K., 2014, BIOMED ENG-BIOMED TE, V59, P1152