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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
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
著者 Kawai, Kohei

× Kawai, Kohei

WEKO 54131

Kawai, Kohei

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Yoshikawa, Tomohiro

× Yoshikawa, Tomohiro

WEKO 54132

Yoshikawa, Tomohiro

Search repository
Furuhashi, Takeshi

× Furuhashi, Takeshi

WEKO 54133

Furuhashi, Takeshi

Search repository
権利
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.
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)
内容記述タイプ Other
出版者
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
ISBN
関連識別子
識別子タイプ ISBN
関連識別子 978-1-4799-6627-1
書誌情報 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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