Presentation | 2014-03-07 Auditory Brain-Computer Interface Using Selective Attention Tatsuhiko OSA, Toshihisa TANAKA, |
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Abstract(in Japanese) | (See Japanese page) |
Abstract(in English) | A brain response to external stimuli such as auditory and visual stimuli, recorded as electroencephalography (EEG) is called an event related potential (ERP), which is useful for implimenting brain-computer interfaces (BCI). In particular, BCI using auditory stimuli is applicable to patientis of amyotrophic lateral sclerosis (ALS). Focusing on psychophysiological findings where direction selectivily for auditory stimuli appears as ERP, in this paper, we propose a BCI that can detect the direction of attention. In the proposed paradigm, differenct auditory stimuli are present to left and right ears, and the subject's direction (left or right) of attention is detected. To do this, features and a method for classification are developed. Furthermore, we conduct experiments to show that the direction of attention is detectable from EEG recorded in a real environment. |
Keyword(in Japanese) | (See Japanese page) |
Keyword(in English) | brain-computer interface / selective attention / event related potential |
Paper # | CAS2013-130,SIP2013-176,CS2013-143 |
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Committee | CS |
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Conference Date | 2014/2/27(1days) |
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Registration To | Communication Systems (CS) |
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Language | JPN |
Title (in Japanese) | (See Japanese page) |
Sub Title (in Japanese) | (See Japanese page) |
Title (in English) | Auditory Brain-Computer Interface Using Selective Attention |
Sub Title (in English) | |
Keyword(1) | brain-computer interface |
Keyword(2) | selective attention |
Keyword(3) | event related potential |
1st Author's Name | Tatsuhiko OSA |
1st Author's Affiliation | Department of Electrical and Electronic Engineering, Tokyo University of Agriculture and Technology() |
2nd Author's Name | Toshihisa TANAKA |
2nd Author's Affiliation | Department of Electrical and Electronic Engineering, Tokyo University of Agriculture and Technology |
Date | 2014-03-07 |
Paper # | CAS2013-130,SIP2013-176,CS2013-143 |
Volume (vol) | vol.113 |
Number (no) | 465 |
Page | pp.pp.- |
#Pages | 6 |
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