DocumentCode
1850275
Title
Application to robot control using brain function measurement by near-infrared spectroscopy
Author
Tsubone, T. ; Muroga, T. ; Wada, Y.
Author_Institution
Nagaoka Univ. of Technol., Niigata
fYear
2007
fDate
22-26 Aug. 2007
Firstpage
5342
Lastpage
5345
Abstract
In recent years, study of brain computer interface (BCI) is conducted actively and many researches of implementation using electro encephalic gram (EEG) are reported. On the other hand, some realization of BCI based on near- infrared spectroscopy (NIRS) also had been reported. Since a measurement instrument for NIRS is comparatively small- scale and it can perform noninvasive measurements, NIRS is expected as one of useful tool in order to realize versatile BCIs. In this paper, the estimation method is shown the possibility of applications to the ON/OFF control of BCI by NIRS. We measured regional cerebral blood flow during tapping movement of the right hand by NIRS and we propose a method to quantitatively estimate start and end timing of movement by using a neural network.
Keywords
biomechanics; biomedical measurement; blood flow measurement; brain; infrared spectroscopy; medical robotics; neural nets; user interfaces; brain computer interface; brain function measurement; electroencephalic gram; near-infrared spectroscopy; neural networks; regional cerebral blood flow measurement; right hand tapping movement; robot control; Application software; Brain computer interfaces; Electroencephalography; Fluid flow measurement; Infrared spectra; Instruments; Noninvasive treatment; Performance evaluation; Robot control; Spectroscopy; Adult; Algorithms; Artificial Intelligence; Brain Mapping; Evoked Potentials, Motor; Hemoglobins; Humans; Male; Man-Machine Systems; Motor Cortex; Movement; Pattern Recognition, Automated; Reproducibility of Results; Robotics; Sensitivity and Specificity; Spectroscopy, Near-Infrared; User-Computer Interface;
fLanguage
English
Publisher
ieee
Conference_Titel
Engineering in Medicine and Biology Society, 2007. EMBS 2007. 29th Annual International Conference of the IEEE
Conference_Location
Lyon
ISSN
1557-170X
Print_ISBN
978-1-4244-0787-3
Type
conf
DOI
10.1109/IEMBS.2007.4353548
Filename
4353548
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