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Paper Abstract and Keywords
Presentation 2018-10-19 16:25
A Study on Detecting Event Related Potential P300 Converted to Frequency Component using Convolutional Neural Network
Takahiro Takeichi, Tomohiro Yoshikawa, Takeshi Furuhashi (Nagoya Univ.)
Abstract (in Japanese) (See Japanese page) 
(in English) P300 is an event related potential in the electroencephalogram (EEG) elicited by visual or sound stimulus and used for P300 speller that is one of Brain Computer Interfaces (BCIs) for inputting characters. However, EEG generally contains a lot of noises and the characteristic components are buried in the noise. Thus, various feature extraction methods are used to extract the feature such as P300 from EEG. In this paper, we study the discrimination of P300 converted to frequency components using convolutional neural network (CNN).
Keyword (in Japanese) (See Japanese page) 
(in English) Brain Computer Interface / Convolutional Neural Network / P300 / Frequency Conversion / / / /  
Reference Info. IEICE Tech. Rep., vol. 118, no. 258, NC2018-18, pp. 27-32, Oct. 2018.
Paper # NC2018-18 
Date of Issue 2018-10-12 (NC) 
ISSN Print edition: ISSN 0913-5685  Online edition: ISSN 2432-6380

Conference Information
Committee NC MBE  
Conference Date 2018-10-19 - 2018-10-20 
Place (in Japanese) (See Japanese page) 
Place (in English) Tohoku Univ. 
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To NC 
Conference Code 2018-10-NC-MBE 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) A Study on Detecting Event Related Potential P300 Converted to Frequency Component using Convolutional Neural Network 
Sub Title (in English)  
Keyword(1) Brain Computer Interface  
Keyword(2) Convolutional Neural Network  
Keyword(3) P300  
Keyword(4) Frequency Conversion  
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1st Author's Name Takahiro Takeichi  
1st Author's Affiliation Nagoya University (Nagoya Univ.)
2nd Author's Name Tomohiro Yoshikawa  
2nd Author's Affiliation Nagoya University (Nagoya Univ.)
3rd Author's Name Takeshi Furuhashi  
3rd Author's Affiliation Nagoya University (Nagoya Univ.)
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Speaker
Date Time 2018-10-19 16:25:00 
Presentation Time 25 
Registration for NC 
Paper # IEICE-NC2018-18 
Volume (vol) IEICE-118 
Number (no) no.258 
Page pp.27-32 
#Pages IEICE-6 
Date of Issue IEICE-NC-2018-10-12 


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