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A study of the neural mechanism of attention : Multidimensional biological signal analysis of simultaneously measured fixation eye movements, NIRS, and EEG

Research Project

Project/Area Number 26420401
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Measurement engineering
Research InstitutionKindai University

Principal Investigator

KOHAMA Takeshi  近畿大学, 生物理工学部, 准教授 (90295577)

Co-Investigator(Kenkyū-buntansha) 吉田 久  近畿大学, 生物理工学部, 教授 (50278735)
吉川 昭  近畿大学, 生物理工学部, 研究員 (30075329)
Project Period (FY) 2014-04-01 – 2017-03-31
Project Status Completed (Fiscal Year 2016)
Budget Amount *help
¥4,940,000 (Direct Cost: ¥3,800,000、Indirect Cost: ¥1,140,000)
Fiscal Year 2016: ¥780,000 (Direct Cost: ¥600,000、Indirect Cost: ¥180,000)
Fiscal Year 2015: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2014: ¥2,600,000 (Direct Cost: ¥2,000,000、Indirect Cost: ¥600,000)
Keywords視覚的注意 / 固視微動 / 近赤外分光法(NIRS) / 独立成分分析 / ドリフト眼球運動 / マイクロサッカード / 多次元生体信号解析 / 視覚認知 / 注意機構 / fNIRS計測 / 生体信号解析 / 注意 / 神経機構 / 脳機能計測 / NIRS / 脳波
Outline of Final Research Achievements

The purpose of this study is to elucidate the information processing mechanism in visual attention system of brain. We analyzed involuntary fixation eye movements to quantify the degree of focal attention, and near-infrared spectroscopy (NIRS) signal to establish an objective monitoring method of the attention control system. As results from the experiments conducted in this study, we obtained a signal processing technique for extracting microsaccades with high accuracy and a mathematical model necessary for drift eye movement analysis. Moreover, we constituted experiment conditions suitable for brain function measurement by NIRS and its signal processing methods to avoid various artifacts. These results suggest that measurement techniques to elucidate the neural mechanism of attention were confirmed.

Report

(4 results)
  • 2016 Annual Research Report   Final Research Report ( PDF )
  • 2015 Research-status Report
  • 2014 Research-status Report
  • Research Products

    (50 results)

All 2017 2016 2015 2014

All Journal Article (16 results) (of which Peer Reviewed: 6 results,  Open Access: 3 results,  Acknowledgement Compliant: 5 results) Presentation (34 results) (of which Int'l Joint Research: 6 results,  Invited: 2 results)

  • [Journal Article] マイクロサッカード頻度解析に基づいた音声応答および身体応答に要する認知負荷の定量的比較2017

    • Author(s)
      小濱 剛, 中井裕真, 大谷尚平, 山本雅也, 上田慎一, 吉田 久
    • Journal Title

      ヒューマンインタフェース学会論文誌

      Volume: 19

    • NAID

      130007528589

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A microsaccade detection method by using an order-statistic time-window analysis2016

    • Author(s)
      Shohei Ohtani, Takeshi Kohama, Sho Kikkawa, Hisashi Yoshida
    • Journal Title

      International Journal of Bioelectromagnetism

      Volume: 8 Pages: 19-25

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] 網膜-外側膝状体間における視覚情報のリマッピング2016

    • Author(s)
      久保賢典, 小濱 剛, 吉田 久
    • Journal Title

      近畿大学生物理工学部紀要

      Volume: 38 Pages: 11-20

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] 弱視者の固視微動に見られる特徴の解析2016

    • Author(s)
      加納悠史,中井裕真,大谷尚平,田中公子,白井久美,小濱 剛,雑賀司珠也,吉田 久
    • Journal Title

      映像情報メディア学会技術報告

      Volume: 40 Pages: 9-12

    • Related Report
      2015 Research-status Report
  • [Journal Article] 前頭前皮質fNIRS信号における動的ランダムドットパタンによる安静効果2016

    • Author(s)
      並河弘樹,岡本亮太,柴田はるな,小濱 剛,吉田 久
    • Journal Title

      映像情報メディア学会技術報告

      Volume: 40 Pages: 13-16

    • Related Report
      2015 Research-status Report
  • [Journal Article] 自由観察時のスキャンパスを再現する視線移動予測モデル2016

    • Author(s)
      吉野宏紀,小濱 剛
    • Journal Title

      映像情報メディア学会技術報告

      Volume: 40 Pages: 17-20

    • Related Report
      2015 Research-status Report
  • [Journal Article] 視覚探索を再現する視覚的注意の神経機構モデル2016

    • Author(s)
      前田侑大,正岡明浩,小濱 剛
    • Journal Title

      映像情報メディア学会技術報告

      Volume: 40 Pages: 21-24

    • Related Report
      2015 Research-status Report
  • [Journal Article] A saliency based motion detection model of visual system considering visual adaptation properties2015

    • Author(s)
      Mitsuhiro Kodama, Takeshi Kohama, and Hisashi Yoshida
    • Journal Title

      Conf Proc IEEE Eng Med Biol Soc.

      Volume: 2015/Milan Pages: 6658-6661

    • DOI

      10.1109/embc.2015.7319920

    • Related Report
      2015 Research-status Report
    • Peer Reviewed
  • [Journal Article] 音声および身体応答による認知負荷がマイクロサッカード発生頻度 に及ぼす影響2015

    • Author(s)
      中井裕真,大谷尚平,加納悠史,山本雅也,上田慎一,栗原正幸,小濱 剛, 吉田 久
    • Journal Title

      電子情報通信学会技術報告

      Volume: 115 Pages: 79-84

    • Related Report
      2015 Research-status Report
  • [Journal Article] 視細胞および神経節細胞の密度分布特性を考 慮した網膜数理モデル2015

    • Author(s)
      久保賢典,小濱 剛,吉田 久
    • Journal Title

      電子情報通信学会技術報告

      Volume: 115 Pages: 55-60

    • Related Report
      2015 Research-status Report
  • [Journal Article] Quantitative assessments of arousal by analyzing microsaccade rate and pupil uctuations prior to slow eye movements2014

    • Author(s)
      Shogo Honda, Takeshi Kohama, Tatsuro Tanaka and Hisashi Yoshida
    • Journal Title

      Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society

      Volume: 2014 Pages: 2229-2232

    • DOI

      10.1109/embc.2014.6944062

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] マイクロサッカードおよびドリフト眼球運動の解析に基づく注意集中度の定量化2014

    • Author(s)
      小濱 剛,吉川 昭,吉田 久
    • Journal Title

      電子情報通信学会技術報告

      Volume: 38 Pages: 87-92

    • Related Report
      2014 Research-status Report
    • Acknowledgement Compliant
  • [Journal Article] 網膜神経系数理モデルを対象にした大規模シミュレーションの並列計算手法2014

    • Author(s)
      西野 誠,小濱 剛,吉田 久
    • Journal Title

      近畿大学生物理工学部紀要

      Volume: 34 Pages: 35-46

    • NAID

      120005735162

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] 網膜数理モデルによる固視微動が視知覚に及ぼす影響の検証2014

    • Author(s)
      西野 誠,小濱 剛,吉田 久
    • Journal Title

      映像情報メディア学会技術報告

      Volume: 39 Pages: 17-20

    • Related Report
      2014 Research-status Report
  • [Journal Article] 固視微動の確率的振る舞いを再現する数学モデル2014

    • Author(s)
      徳留 健,小濱 剛,吉川 昭,吉田 久
    • Journal Title

      映像情報メディア学会技術報告

      Volume: 39 Pages: 21-24

    • Related Report
      2014 Research-status Report
    • Acknowledgement Compliant
  • [Journal Article] 固視微動と瞳孔径変動解析に基づく覚醒水準の客観的評価2014

    • Author(s)
      本田彰吾,小濱 剛,吉田 久
    • Journal Title

      映像情報メディア学会技術報告

      Volume: 39 Pages: 25-28

    • Related Report
      2014 Research-status Report
    • Acknowledgement Compliant
  • [Presentation] 言語流暢課題下における操舵精度と眼球運動特性の解析2017

    • Author(s)
      中井裕真, 小濱 剛, 上田慎一, 松田康太, 角野 彩, 吉田 久
    • Organizer
      映像情報メディア学会ヒューマンインフォメーション研究会
    • Place of Presentation
      東京農工大学小金井キャンパス(東京都小金井市)
    • Year and Date
      2017-03-08
    • Related Report
      2016 Annual Research Report
  • [Presentation] 初期視覚系受容野特性と高次運動選択機構を考慮した自己運動映像に対する顕著性推定モデル2017

    • Author(s)
      小玉光将, 小濱 剛
    • Organizer
      映像情報メディア学会ヒューマンインフォメーション研究会
    • Place of Presentation
      東京農工大学小金井キャンパス(東京都小金井市)
    • Year and Date
      2017-03-08
    • Related Report
      2016 Annual Research Report
  • [Presentation] 事象関連fNIRS信号に対する一般線形モデル解析に基づいた視覚野応答の計測2017

    • Author(s)
      岡本亮太, 小林 葵, 小濱 剛, 吉田 久
    • Organizer
      映像情報メディア学会ヒューマンインフォメーション研究会
    • Place of Presentation
      東京農工大学小金井キャンパス(東京都小金井市)
    • Year and Date
      2017-03-08
    • Related Report
      2016 Annual Research Report
  • [Presentation] A saliency estimation model considering receptive field properties of the early visual system and relative motion detection mechanisms2016

    • Author(s)
      Mitsuhiro Kodama, Takeshi Kohama
    • Organizer
      The SICE Life Engineering Symposium 2016
    • Place of Presentation
      大阪国際交流センター(大阪府大阪市天王寺区)
    • Year and Date
      2016-11-03
    • Related Report
      2016 Annual Research Report
  • [Presentation] 独立成分分析を用いたfNIRS計測信号解析手法の検討2016

    • Author(s)
      岡本亮太, 小濱 剛, 吉田 久
    • Organizer
      第33回センシングフォーラム計測部門大会
    • Place of Presentation
      近畿大学和歌山キャンパス(和歌山県紀の川市)
    • Year and Date
      2016-09-01
    • Related Report
      2016 Annual Research Report
  • [Presentation] マイクロサッカードの動的特性と注視視標形状との関係2016

    • Author(s)
      大谷尚平, 小濱 剛, 吉川 昭, 吉田 久
    • Organizer
      第33回センシングフォーラム計測部門大会
    • Place of Presentation
      近畿大学和歌山キャンパス(和歌山県紀の川市)
    • Year and Date
      2016-09-01
    • Related Report
      2016 Annual Research Report
  • [Presentation] A hypothesis for a mechanism of the proximity role in visual search2016

    • Author(s)
      Akihiro Masaoka, Yuta Maeda, Takesi Kohama
    • Organizer
      The 39th Annual Meeting of the Japan Neuroscience Society
    • Place of Presentation
      パシフィコ横浜(神奈川県横浜市)
    • Year and Date
      2016-07-20
    • Related Report
      2016 Annual Research Report
  • [Presentation] Hypotheses of proximity-rule generation during visual search tasks2016

    • Author(s)
      Akihiro Masaoka, Yuta Maeda, Takeshi Kohama
    • Organizer
      4th INCF Japan Node International Workshop Advances in Neuroinformatics 2016
    • Place of Presentation
      理化学研究所(埼玉県和光市)
    • Year and Date
      2016-05-28
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] fNIRS計測信号に対する独立成分分析適用手法の検討2016

    • Author(s)
      岡本亮太, 並河弘樹, 柴田はるな, 小濱 剛, 吉田 久
    • Organizer
      第55会日本生体医工学会大会
    • Place of Presentation
      富山国際会議場(富山県富山市)
    • Year and Date
      2016-04-26
    • Related Report
      2016 Annual Research Report
  • [Presentation] 注視視標形状がマイクロサッカードの動的特性に及ぼす影響2016

    • Author(s)
      大谷尚平, 中井裕真, 加納悠史, 小濱 剛, 吉川 昭, 吉田 久
    • Organizer
      第55会日本生体医工学会大会
    • Place of Presentation
      富山国際会議場(富山県富山市)
    • Year and Date
      2016-04-26
    • Related Report
      2016 Annual Research Report
  • [Presentation] 視覚情報処理における固視微動の役割2016

    • Author(s)
      小濱 剛
    • Organizer
      第1回視覚生理学基礎セミナー
    • Place of Presentation
      大阪府大阪狭山市,近畿大学医学部
    • Year and Date
      2016-02-28
    • Related Report
      2015 Research-status Report
    • Invited
  • [Presentation] 固視微動が網膜応答にもたらす効果 ─網膜数理モデルの構築とそのシミュレーション実験─2016

    • Author(s)
      小濱 剛
    • Organizer
      第1回紀泉固視微動研究会
    • Place of Presentation
      和歌山県和歌山市,和歌山県JAビル
    • Year and Date
      2016-01-09
    • Related Report
      2015 Research-status Report
    • Invited
  • [Presentation] Attentional effects on involuntary fixation eye movements2015

    • Author(s)
      Takeshi Kohama, Sho Kikkawa, Hisashi Yoshida
    • Organizer
      u-Healthcare 2015
    • Place of Presentation
      Kindai Univ., Osaka, Japan
    • Year and Date
      2015-11-30
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Low-passed dynamic random-dot patterns affect the resting-state activities of prefrontal cortex2015

    • Author(s)
      Hiroki Namikawa, Ryota Okamoto, Takeshi Kohama, Hisashi Yoshida
    • Organizer
      生体医工学シンポジウム2015
    • Place of Presentation
      岡山県岡山市,岡山国際交流センター
    • Year and Date
      2015-09-25
    • Related Report
      2015 Research-status Report
  • [Presentation] A microsaccadic latency analysis of the amblyopic eye2015

    • Author(s)
      Yuji Kanoh, Takeshi Kohama, Kumi Shirai, Yuma Nakai, Hiroko Tanaka, Hisashi Yoshida, Shizuya Saika
    • Organizer
      The 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC'15)
    • Place of Presentation
      Milano Conference Center, Milan, Italy
    • Year and Date
      2015-08-25
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] The effects of low-passed dynamic random-dot patterns on resting-state brain functions2015

    • Author(s)
      Hiroki Namikawa, Ryota Okamoto, Takeshi Kohama, Hisashi Yoshida
    • Organizer
      The 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC'15)
    • Place of Presentation
      Milano Conference Center, Milan, Italy
    • Year and Date
      2015-08-25
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] A simulation study of the effects of fixation eye movements on retinal responses2015

    • Author(s)
      Takeshi Kohama, Makoto Nishino, Hisashi Yoshida
    • Organizer
      The European Conference on Visual Perception 2015
    • Place of Presentation
      University of Liverpool, Liverpool, UK
    • Year and Date
      2015-08-23
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Analysis of pupil response and event-related potential during a fast-paced cognitive and attention task2015

    • Author(s)
      Hisashi Yoshida, Takeshi Kohama
    • Organizer
      The European Conference on Visual Perception 2015
    • Place of Presentation
      University of Liverpool, Liverpool, UK
    • Year and Date
      2015-08-23
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] A method for controlling the resting-state brain function by using low-passed dynamic random-dot patterns2015

    • Author(s)
      Hiroki Namikawa, Takeshi Kohama, Hisashi Yoshida
    • Organizer
      The 38th Annual Meeting of the Japan Neuroscience Society
    • Place of Presentation
      Kobe Convention Center, Kobe, Japan
    • Year and Date
      2015-07-28
    • Related Report
      2015 Research-status Report
  • [Presentation] A saliency estimation model considering motion detection mechanisms of visual system and its visual adaptation property2015

    • Author(s)
      Mitsuhiro Kodama, Takeshi Kohama
    • Organizer
      The 38th Annual Meeting of the Japan Neuroscience Society
    • Place of Presentation
      Kobe Convention Center, Kobe, Japan
    • Year and Date
      2015-07-28
    • Related Report
      2015 Research-status Report
  • [Presentation] マイクロサッカード潜時解析に基づく音声および身体応答による認知負荷の客 観的評価2015

    • Author(s)
      中井裕真,加納悠史,上田慎一,栗原正幸,岩崎健二,小濱 剛,吉田 久
    • Organizer
      第54回日本生体医工学会大会
    • Place of Presentation
      愛知県名古屋市,名古屋国際会議場
    • Year and Date
      2015-05-07
    • Related Report
      2015 Research-status Report
  • [Presentation] NIRS による安静時機能的結合推定 のための計測条件の検討2015

    • Author(s)
      岡本亮太,並河弘樹,小濱 剛,吉田 久
    • Organizer
      第54回日本生体医工学会大会
    • Place of Presentation
      愛知県名古屋市,名古屋国際会議場
    • Year and Date
      2015-05-07
    • Related Report
      2015 Research-status Report
  • [Presentation] 固視微動解析に基づく音声応答および身体応答に対する認知負荷の客観的評価2014

    • Author(s)
      中井裕真,加納悠史,上田慎一,栗原正幸,岩崎健二,小濱 剛
    • Organizer
      2014年映像情報メディア学会冬季大会
    • Place of Presentation
      東京都東京理科大学森戸記念館
    • Year and Date
      2014-12-17 – 2014-12-18
    • Related Report
      2014 Research-status Report
  • [Presentation] 視覚的順応特性を考慮した動画像に対する顕著性推定モデル2014

    • Author(s)
      小玉光将,小濱 剛
    • Organizer
      2014年映像情報メディア学会冬季大会
    • Place of Presentation
      東京都東京理科大学森戸記念館
    • Year and Date
      2014-12-17 – 2014-12-18
    • Related Report
      2014 Research-status Report
  • [Presentation] 汎用モーションセンサを用いた高齢者のADL評価システムの試み2014

    • Author(s)
      小濱 剛
    • Organizer
      第69回日本体力医学会
    • Place of Presentation
      長崎県長崎大学文教キャンパス
    • Year and Date
      2014-09-19 – 2014-09-21
    • Related Report
      2014 Research-status Report
  • [Presentation] Effects of fixation eye movements on retinal responses to band limited random dot patterns2014

    • Author(s)
      Makoto Nishino, Takeshi Kohama
    • Organizer
      The 37th Annual Meeting of the Japan Neuroscience Society
    • Place of Presentation
      Yokohama, Japan
    • Year and Date
      2014-09-11 – 2014-09-13
    • Related Report
      2014 Research-status Report
  • [Presentation] A neuron network model of top-down and bottom-up information integration in higher order visual processing2014

    • Author(s)
      Yuta Maeda, Takeshi Kohama
    • Organizer
      The 37th Annual Meeting of the Japan Neuroscience Society
    • Place of Presentation
      Yokohama, Japan
    • Year and Date
      2014-09-11 – 2014-09-13
    • Related Report
      2014 Research-status Report
  • [Presentation] Performance evaluation indexes of characteristics of gaze shifts on natural visual scenery2014

    • Author(s)
      Hiroki Yoshino, Takeshi Kohama
    • Organizer
      The 37th Annual Meeting of the Japan Neuroscience Society
    • Place of Presentation
      Yokohama, Japan
    • Year and Date
      2014-09-11 – 2014-09-13
    • Related Report
      2014 Research-status Report
  • [Presentation] A Mathematical Model of Drift Eye Movements with Mean Square Displacement Profile2014

    • Author(s)
      Ken Tokudome, Takeshi Kohama, Sho Kikkawa, Hisashi Yoshida
    • Organizer
      The 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC’14)
    • Place of Presentation
      Chicago, Illinois, USA
    • Year and Date
      2014-08-26 – 2014-08-30
    • Related Report
      2014 Research-status Report
  • [Presentation] A Resting-State Fnirs Analysis Evoked by Low-Passed Dynamic Random-Dot Patterns2014

    • Author(s)
      Hiroki Namikawa, Takeshi Kohama, Hisashi Yoshida
    • Organizer
      The 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC’14)
    • Place of Presentation
      Chicago, Illinois, USA
    • Year and Date
      2014-08-26 – 2014-08-30
    • Related Report
      2014 Research-status Report
  • [Presentation] The effects of attentional concentration on dynamic characteristics of drift eye movements2014

    • Author(s)
      Takeshi Kohama, Daisuke Noguchi, Sho Kikkawa, Hisashi Yoshida
    • Organizer
      The 10th Asia-Pacific Conference on Vision (APCV 2014)
    • Place of Presentation
      Takamatsu, Japan
    • Year and Date
      2014-07-19 – 2014-07-22
    • Related Report
      2014 Research-status Report
  • [Presentation] 眼球運動システムの計測とモデリング2014

    • Author(s)
      小濱 剛
    • Organizer
      第73回BioMecForum研究会
    • Place of Presentation
      大阪府大阪大学
    • Year and Date
      2014-07-05
    • Related Report
      2014 Research-status Report
  • [Presentation] 帯域制限された動的ランダムドット観察時の安静時脳活動のNIRS信号解析2014

    • Author(s)
      並河弘樹,小濱 剛,吉田 久
    • Organizer
      第53回日本生体医工学会大会
    • Place of Presentation
      宮城県仙台国際センター
    • Year and Date
      2014-06-24 – 2014-06-26
    • Related Report
      2014 Research-status Report
  • [Presentation] 視覚的注意の集中度合いとマイクロサッカード潜時分布の関係2014

    • Author(s)
      加納悠史,小濱 剛,吉川 昭,吉田 久
    • Organizer
      第53回日本生体医工学会大会
    • Place of Presentation
      宮城県仙台国際センター
    • Year and Date
      2014-06-24 – 2014-06-26
    • Related Report
      2014 Research-status Report

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Published: 2014-04-04   Modified: 2020-01-20  

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