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  1. B200 工学部/工学研究科
  2. B200a 雑誌掲載論文
  3. 学術雑誌

脳波を用いた手足の運動想起判別における準備電位の傾きを用いた特徴抽出法に関する検討

http://hdl.handle.net/2237/20686
http://hdl.handle.net/2237/20686
439d3c6e-672d-49e1-8a6b-f7565e97fcd4
名前 / ファイル ライセンス アクション
22_427.pdf 22_427.pdf (807.3 kB)
Item type 会議発表論文 / Conference Paper(1)
公開日 2014-11-05
タイトル
タイトル 脳波を用いた手足の運動想起判別における準備電位の傾きを用いた特徴抽出法に関する検討
言語 ja
その他のタイトル
その他のタイトル A Study on Feature Extraction Method based on Regression Coefficient of Bereitschschafts Potential for Discrimination of Hand and Foot Motor Imagery using EEG
言語 en
著者 中村, 翔太郎

× 中村, 翔太郎

WEKO 54011

ja 中村, 翔太郎

Search repository
高橋, 弘武

× 高橋, 弘武

WEKO 54012

ja 高橋, 弘武

Search repository
吉川, 大弘

× 吉川, 大弘

WEKO 54013

ja 吉川, 大弘

Search repository
古橋, 武

× 古橋, 武

WEKO 54014

ja 古橋, 武

Search repository
NAKAMURA, Shotaro

× NAKAMURA, Shotaro

WEKO 54015

en NAKAMURA, Shotaro

Search repository
TAKAHASHI, Hiromu

× TAKAHASHI, Hiromu

WEKO 54016

en TAKAHASHI, Hiromu

Search repository
YOSHIKAWA, Tomohiro

× YOSHIKAWA, Tomohiro

WEKO 54017

en YOSHIKAWA, Tomohiro

Search repository
FURUHASHI, Takeshi

× FURUHASHI, Takeshi

WEKO 54018

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
キーワード
主題Scheme Other
主題 Brain Computer Interface
キーワード
主題Scheme Other
主題 運動想起
キーワード
主題Scheme Other
主題 準備電位
キーワード
主題Scheme Other
主題 Motor Imagery
キーワード
主題Scheme Other
主題 Bereitschschafts Potential
抄録
内容記述 近年,脳情報を読み取り,機械の制御を行う Brain Computer Interface (BCI) の実現に向けて,脳波の判別に関する研究が盛んに行われている.この脳波判別には,手足などの運動,もしくは運動想起が用いられることが多い.一方,運動に関連する脳波パターンとして,運動前に電位が減少する準備電位(BP)がある.BPでは,動かす体の部位によって減少傾向が異なることが知られている.本論文では,BPの減少傾向の違いに着目した特徴抽出法を提案する.BCI Competition IIIで用いられた手足の運動想起時の脳波データに対して提案手法を適用し,その有効性を示す.
言語 ja
内容記述タイプ Abstract
抄録
内容記述 Recently, a lot of researches on Brain-Computer Interfaces (BCIs) have been reported. It is expected that BCIs will help patients like those with Amyotrophic Lateral Sclerosis (ALS) to control a wheel chair or to communicate with other people just by using thoughts. BCIs analyze biological signals such as Electroencephalogram (EEG) to recognize thoughts, and especially those associated with motor imagery have been well investigated. The Bereitschschafts Potential (BP) is one of the features of EEGs related to body movements, which occurs before voluntary limb movements. The BPs associated with different movements have different temporal patterns. This paper proposes a method to capture the difference of the BP patterns. In this paper, the proposed method is applied to EEGs of motor imagery used in BCI Competition III and the effectivenesss of the proposed method is shown.
言語 en
内容記述タイプ Abstract
出版者
言語 ja
出版者 日本知能情報ファジィ学会
言語
言語 jpn
資源タイプ
資源 http://purl.org/coar/resource_type/c_5794
タイプ conference paper
出版タイプ
出版タイプ VoR
出版タイプResource http://purl.org/coar/version/c_970fb48d4fbd8a85
DOI
関連タイプ isVersionOf
識別子タイプ DOI
関連識別子 https://doi.org/10.3156/jsoft.22.427
ISSN
収録物識別子タイプ PISSN
収録物識別子 1347-7986
書誌情報 ja : 知能と情報 : 日本知能情報ファジィ学会誌 : journal of Japan Society for Fuzzy Theory and Intelligent Informatics

巻 22, 号 4, p. 427-433, 発行日 2010-11-15
著者版フラグ
値 publisher
URI
識別子 http://hdl.handle.net/2237/20686
識別子タイプ HDL
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