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  1. B200 工学部/工学研究科
  2. B200e 会議資料
  3. 国際会議

A Study on Asynchronous System in P300 Speller based on User’s Intention of Input

http://hdl.handle.net/2237/20716
http://hdl.handle.net/2237/20716
92cb0136-9e77-48ec-a702-ccc95e2e0c8b
名前 / ファイル ライセンス アクション
12_A_Study_on_Asynchronous_System.pdf 12_A_Study_on_Asynchronous_System.pdf (145.1 kB)
Item type 学術雑誌論文 / Journal Article(1)
公開日 2014-11-06
タイトル
タイトル A Study on Asynchronous System in P300 Speller based on User’s Intention of Input
言語 en
著者 Kawai, Kohei

× Kawai, Kohei

WEKO 54131

en Kawai, Kohei

Search repository
Yoshikawa, Tomohiro

× Yoshikawa, Tomohiro

WEKO 54132

en Yoshikawa, Tomohiro

Search repository
Furuhashi, Takeshi

× Furuhashi, Takeshi

WEKO 54133

en Furuhashi, Takeshi

Search repository
アクセス権
アクセス権 open access
アクセス権URI http://purl.org/coar/access_right/c_abf2
権利
言語 en
権利情報 © 2014 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.
抄録
内容記述 P300 speller is the communication tool based on Brain Computer Interfaces (BCIs) which allow users to input letters only by thoughts. It uses P300, one of the event-related potential (ERP), as the target feature. In P300 speller, another person starts and closes the system. Therefore, a user cannot switch P300 speller ON/OFF by himself/herself. To solve this problem, an asynchronous P300 speller which can control ON/OFF based on the user's intention of input is needed. In recent years, the intention classification method with additional pre-training has been proposed. In the additional pre-training, the classifier trains non-control state data which is recorded when the user does not input. However, the additional pre-training causes another burden and usage restrictions. In this paper, we propose and study an intention classification method using only training data in which a user inputs letters and an asynchronous system in P300 speller based on the user's intention of input.
言語 en
内容記述タイプ Abstract
内容記述
内容記述 2014 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2014), July 6-11, 2014, Beijing International Convention Center, Beijing, China (WCCI 2014)
言語 en
内容記述タイプ Other
出版者
言語 en
出版者 IEEE
言語
言語 eng
資源タイプ
資源タイプresource http://purl.org/coar/resource_type/c_6501
タイプ journal article
出版タイプ
出版タイプ AM
出版タイプResource http://purl.org/coar/version/c_ab4af688f83e57aa
DOI
関連タイプ isVersionOf
識別子タイプ DOI
関連識別子 https://doi.org/10.1109/IJCNN.2014.6889677
ISBN
関連タイプ isPartOf
識別子タイプ ISBN
関連識別子 978-1-4799-6627-1
書誌情報 en : 2014 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)

p. 3693-3696, 発行日 2014-07
著者版フラグ
値 author
URI
識別子 http://dx.doi.org/10.1109/IJCNN.2014.6889677
識別子タイプ DOI
URI
識別子 http://hdl.handle.net/2237/20716
識別子タイプ HDL
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