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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/2237/2071692cb0136-9e77-48ec-a702-ccc95e2e0c8b
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12_A_Study_on_Asynchronous_System.pdf (145.1 kB)
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Item type | 学術雑誌論文 / Journal Article(1) | |||||
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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× Yoshikawa, Tomohiro× Furuhashi, Takeshi |
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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 | |||||
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言語 | en | |||||
出版者 | IEEE | |||||
言語 | ||||||
言語 | eng | |||||
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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 |
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著者版フラグ | ||||||
値 | author | |||||
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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 |