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Higashi, Hiroshi

Graduate School of Informatics, Department of Systems Science Assistant Professor

Higashi, Hiroshi
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    Last Updated :2022/06/24

    Basic Information

    Faculty

    • 工学部

    Academic Degree

    • Master of Engineering
    • Doctor of Engineering

    Academic Resume (Graduate Schools)

    • Tokyo University of Agriculture and Technology, Graduate School of Engineering, 修了
    • Tokyo University of Agriculture and Technology, Graduate School of Engineering, 修了

    Academic Resume (Undergraduate School/Majors)

    • 東京農工大学, 工学部電気電子工学科(3年次編入学), 卒業

    High School

    • High School

      都城工業高等専門学校

    Research History

    • From Aug. 2018, To Present
      Kyoto University, Graduate School of Informatics, Assistant Professor
    • From Apr. 2014, To Jul. 2018
      Toyohashi University of Technology, Graduate School of Engineering, Assistant Professor

    ID,URL

    Website(s) (URL(s))

    researchmap URL

    list
      Last Updated :2022/06/24

      Research

      Research Areas

      • Humanities & social sciences, Cognitive sciences
      • Life sciences, Basic brain sciences

      Papers

      • An Introductory Tutorial on Brain–Computer Interfaces and Their Applications
        Andrea Bonci; Simone Fiori; Hiroshi Higashi; Toshihisa Tanaka; Federica Verdini
        Electronics, 27 Feb. 2021, Peer-reviewed
      • EEG-based personal identification method using unsupervised feature extraction and its robustness against intra-subject variability
        Takashi Nishimoto; Hiroshi Higashi; Hiroshi Morioka; Shin Ishii
        Journal of Neural Engineering, 12 Mar. 2020, Peer-reviewed
      • Computational lighting for extracting optical features from RGB images
        Hiroshi Higashi; Minh Vu Bui; Ahmad Syahir Bin Aziz; Shigeki Nakauchi
        Measurement, Feb. 2020, Peer-reviewed
      • Asymmetrical characteristics of emotional responses to pictures and sounds: Evidence from pupillometry
        Satoshi Nakakoga; Hiroshi Higashi; Junya Muramatsu; Shigeki Nakauchi; Tetsuto Minami
        PLoS ONE, 2020, Peer-reviewed
      • Cooperative update of beliefs and state-transition functions in human reinforcement learning
        Hiroshi Higashi; Tetsuto Minami; Shigeki Nakauchi
        Scientific Reports, Dec. 2019, Peer-reviewed
      • Dynamic Visual Cues for Differentiating Mirror and Glass
        Hideki Tamura; Hiroshi Higashi; Shigeki Nakauchi
        Scientific Reports, 01 Dec. 2018, Peer-reviewed
      • Variation in Event-Related Potentials by State Transitions
        Hiroshi Higashi; Tetsuto Minami; Shigeki Nakauchi
        FRONTIERS IN HUMAN NEUROSCIENCE, Feb. 2017, Peer-reviewed
      • Multilinear Discriminant Analysis with Subspace Constraints for Single-Trial Classification of Event-Related Potentials
        Hiroshi Higashi; Tomasz M. Rutkowski; Toshihisa Tanaka; Yuichi Tanaka
        IEEE Journal on Selected Topics in Signal Processing, Oct. 2016, Peer-reviewed
      • Sparse regression for selecting fluorescence wavelengths for accurate prediction of food properties
        Hiroshi Higashi; Gamal M. ElMasry; Shigeki Nakauchi
        CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS, May 2016, Peer-reviewed
      • Active Data Selection for Motor Imagery EEG Classification
        Naoki Tomida; Toshihisa Tanaka; Shunsuke Ono; Masao Yamagishi; Hiroshi Higashi
        IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, Feb. 2015, Peer-reviewed
      • SSVEP-Based Brain-Computer Interfaces Using FSK-Modulated Visual Stimuli
        Yosuke Kimura; Toshihisa Tanaka; Hiroshi Higashi; Naoki Morikawa
        IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, Oct. 2013, Peer-reviewed
      • Simultaneous design of FIR filter banks and spatial patterns for EEG signal classification
        Hiroshi Higashi; Toshihisa Tanaka
        IEEE Transactions on Biomedical Engineering, 2013, Peer-reviewed
      • Common Spatio-Time-Frequency Patterns for Motor Imagery-Based Brain Machine Interfaces
        Hiroshi Higashi; Toshihisa Tanaka
        COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE, 2013, Peer-reviewed

      Misc.

      • 2019 年度時限研究会 システム神経科学スプリングスクール 2019 (SNSS2019) 実施報告書
        中江健; 浦久保秀俊; 東広志; 田中康裕; 島崎秀昭; 尾藤晴彦; 石井信
        日本神経回路学会誌, Sep. 2019
      • Pupillary Changes Reflect Visual Spatial Attention Modulated by Emotional Sounds
        Satoshi Nakakoga; Hiroki Kajita; Hiroshi Higashi; Shigeki Nakauchi; Tetsuto Minami
        PERCEPTION, Apr. 2019
      • 非侵襲生体信号の処理と解析-II-ブレイン・コンピュータ・インタフェース
        田中聡久; 東広志
        システム/制御/情報, 2018
      • 周辺視野における刺激周波数とSSVEP応答の関係
        中島健太; 南哲人; 東広志; 中内茂樹
        電子情報通信学会技術研究報告, 16 Oct. 2017
      • 瞳孔計測を用いたヒトの情動状態の評価
        中古賀理; 東広志; 村松潤哉; 中内茂樹; 南哲人
        電子情報通信学会技術研究報告, 16 Oct. 2017
      • 情動誘発画像を用いたEEG・NIRS信号の分類
        龍進吾; 東広志; 村松潤哉; 中内茂樹; 南哲人
        電子情報通信学会技術研究報告, 16 Oct. 2017
      • Kinetic cue for perceptual discrimination between mirror and glass materials
        Hideki Tamura; Hiroshi Higashi; Shigeki Nakauchi
        PERCEPTION, Aug. 2016
      • EEG Signal Processing with Signal Structures
        HIGASHI Hiroshi; TANAKA Toshihisa
        Journal of The Society of Instrument and Control Engineers, 2016
      • Constrained signal processing by graph spectrum for EEG Signals
        HIGASHI HIROSHI; Tanaka Toshihisa; Tanaka Yuichi
        Transactions of Japanese Society for Medical and Biological Engineering, 2015
      • 部分空間制約を用いた多次元線形判別法による単一試行事象関連電位の識別
        東広志; RUTKOWSKI; Tomasz M; 田中聡久; 田中雄一
        信号処理シンポジウム講演論文集(CD-ROM), 2015
      • Active Data Selection With Sparsity for EEG Classification
        TANAKA Toshihisa; TOMIDA Naoki; HIGASHI Hiroshi
        IEICE technical report. Signal processing, 22 Aug. 2013
      • EEG Classification With Weighted Samples by Joint Tensor Diagonalization
        TOMIDA Naoki; HIGASHI Hiroshi; TANAKA Toshihisa
        Technical report of IEICE. RCS, 24 Jan. 2013
      • Optimal design of a lter bank, spatial weights, and time windows for EEG signal classi cation
        東 広志; 田中 聡久
        信号処理シンポジウム講演論文集, 28 Nov. 2012
      • 運動想起中の脳波識別における時間窓のスパース化 (信号処理)
        東 広志; 田中 聡久
        電子情報通信学会技術研究報告 : 信学技報, 02 Jul. 2012
      • Sparsification of Time Windows for EEG Signal Classification During Motor Imagery
        東 広志; 田中 聡久
        電子情報通信学会技術研究報告 : 信学技報, 02 Jul. 2012
      • Toward auditory brain-computer interfacing using speech stimuli
        TAMURA Jun; WASHIZAWA Yoshikazu; HIGASHI Hiroshi; MORIKAWA Naoki; TANAKA Toshihisa
        IEICE technical report. Signal processing, 01 Mar. 2012
      • A BCI Using FSK-Modulated Visual Stimuli
        木村 陽介; 東 広志; 田中 聡久
        電子情報通信学会技術研究報告 : 信学技報, 24 Nov. 2011
      • An SSVEP-Based BCI to Control a Mobile Robot via the Internet
        ZHANG Cheng; KIMURA Yosuke; HIGASHI Hiroshi; TANAKA Toshihisa
        IEICE technical report. Neurocomputing, 17 Nov. 2011
      • 脳波識別のための時空間フィルタバンクの最適設計 (信号処理)
        東 広志; 田中 聡久
        電子情報通信学会技術研究報告, 30 Jun. 2011
      • Optimal design of a spatio-temporal filter bank for EEG signal classification
        東 広志; 田中 聡久
        IEICE technical report, 30 Jun. 2011
      • A-4-34 A METHOD FOR DESIGN OF FIR FILTERS FOR CLASSIFICATION OF EEG DURING MOTOR IMAGERY
        Higashi Hiroshi; Tanaka Toshihisa
        Proceedings of the IEICE General Conference, 28 Feb. 2011
      • A-4-27 DIGITAL COMMUNICATION USING STEADY-STATE VISUAL EVOKED POTENTIALS
        Kimura Yosuke; Higashi Hiroshi; Tanaka Toshihisa
        Proceedings of the IEICE General Conference, 28 Feb. 2011
      • A Brain Computer Interface Using Auditory Steady State Responses
        HIGASHI Hiroshi; WASHIZAWA Yoshikazu; RUTKOWSKI Tomasz; TANAKA Toshihisa; CICHOCKI Andrzej
        Technical report of IEICE. RCS, 13 Jan. 2011
      • Detection of steady state visual evoked potentials using rhythmic component extraction for BCI
        KIMURA Yosuke; HIGASHI Hiroshi; TANAKA Toshihisa
        IEICE technical report. Neurocomputing, 05 Nov. 2009
      • An adaptive fast algorithm of rhythmic component extraction
        TANAKA Toshihisa; SAITO Yuki; HIGASHI Hiroshi
        IEICE technical report. Circuits and systems, 24 Jun. 2009

      Presentations

      • Brain Dynamics Encoding from Visual Input during Free Viewing of Natural Videos
        Zhen Liang; Hiroshi Higashi; Shigeyuki Oba; Shin Ishii
        Proceedings of the International Joint Conference on Neural Networks, 01 Jul. 2019
      • Smoothing of xDAWN spatial filters for robust extraction of event-related potentials
        Hiroshi Higashi; Hiroshi Higashi; Tomasz M. Rutkowski; Tomasz M. Rutkowski; Toshihisa Tanaka; Toshihisa Tanaka; Yuichi Tanaka
        2016 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA 2016, 17 Jan. 2017
      • A visualization method for hand cleanness using fluorescent spectrum
        Kazuya Ito; Hiroshi Higashi; Shigeki Nakauchi
        4th IGNITE Conference and 2016 International Conference on Advanced Informatics: Concepts, Theory and Application, ICAICTA 2016, 30 Dec. 2016
      • Optimization of illuminant spectrum for visual detection of foreign substances in jams
        Taisei Kondo; Hiroshi Higashi; Shigeki Nakauchi
        4th IGNITE Conference and 2016 International Conference on Advanced Informatics: Concepts, Theory and Application, ICAICTA 2016, 30 Dec. 2016
      • Spatial smoothing of canonical correlation analysis for steady state visual evoked potential based brain computer interfaces
        Shingo Ryu; Hiroshi Higashi; Toshihisa Tanaka; Shigeki Nakauchi; Tetsuto Minami
        Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, 13 Oct. 2016
      • Subspace-constrained multilinear discriminant analysis for ERP-based brain computer interface classification
        Hiroshi Higashi; Hiroshi Higashi; Tomasz M. Rutkowski; Tomasz M. Rutkowski; Toshihisa Tanaka; Toshihisa Tanaka; Yuichi Tanaka
        2015 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2015, 19 Feb. 2016
      • Functional illumination supporting the visual detection of plaques
        Taisei Kondo; Juan L. Nieves; Eva M. Valero; Hiroshi Higashi; Shigeki Nakauchi
        Final Program and Proceedings - IS and T/SID Color Imaging Conference, 01 Jan. 2016
      • Spectral-difference enhancing illuminant for improving visual detection of blood vessels
        Kazuya Ito; Hiroshi Higashi; Yuki Ota; Shigeki Nakauchi
        ICAICTA 2015 - 2015 International Conference on Advanced Informatics: Concepts, Theory and Applications, 20 Nov. 2015
      • Objective assessment and quantification of pearl quality by spectral-spatial features
        Yuki Ota; Hiroshi Higashi; Shigeki Nakauchi
        ICAICTA 2015 - 2015 International Conference on Advanced Informatics: Concepts, Theory and Applications, 20 Nov. 2015
      • Band selection by distance of spatial patterns for brain machine interfacing
        Hiroshi Higashi; Hiroshi Higashi; Toshihisa Tanaka; Toshihisa Tanaka
        Proceedings - 2014 International Conference on Advanced Informatics: Concept, Theory and Application, ICAICTA 2014, 09 Jan. 2015
      • Constrained signal processing by graph spectrum for EEG Signals
        HIGASHI Hiroshi; TANAKA Toshihisa; TANAKA Yuichi
        日本生体医工学会大会プログラム・論文集(CD-ROM), 2015
      • Smoothing of spatial filter by graph Fourier transform for EEG signals
        Hiroshi Higashi; Hiroshi Higashi; Toshihisa Tanaka; Yuichi Tanaka
        2014 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA 2014, 12 Feb. 2014
      • Band selection by criterion of common spatial patterns for motor imagery based brain machine interfaces
        Hiroshi Higashi; Toshihisa Tanaka
        2013 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA 2013, 01 Dec. 2013
      • Regularization using similarities of signals observed in nearby sensors for feature extraction of brain signals
        Hiroshi Higashi; Toshihisa Tanaka
        Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, 31 Oct. 2013
      • A joint tensor diagonalization approach to active data selection for EEG classification
        Naoki Tomida; Hiroshi Higashi; Toshihisa Tanaka
        ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, 18 Oct. 2013
      • Regularization using similarities of signals observed in nearby sensors for feature extraction of brain signals
        Hiroshi Higashi; Toshihisa Tanaka
        Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual Conference, 01 Jan. 2013
      • Time sparsification of EEG signals in motor-imagery based brain computer interfaces
        Hiroshi Higashi; Hiroshi Higashi; Toshihisa Tanaka; Toshihisa Tanaka
        Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, 14 Dec. 2012
      • Toward multi-command auditory brain computer interfacing using speech stimuli
        Shuho Yoshimoto; Yoshikazu Washizawa; Toshihisa Tanaka; Hiroshi Higashi; Jun Tamura
        2012 Conference Handbook - Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2012, 01 Dec. 2012
      • Time sparsification of EEG signals in motor-imagery based brain computer interfaces.
        Hiroshi Higashi; Toshihisa Tanaka
        Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference, 01 Dec. 2012
      • SSVEP frequency detection methods considering background EEG
        Toshihisa Tanaka; Cheng Zhang; Hiroshi Higashi
        6th International Conference on Soft Computing and Intelligent Systems, and 13th International Symposium on Advanced Intelligence Systems, SCIS/ISIS 2012, 01 Dec. 2012
      • Regularization using geometric information between sensors capturing features from brain signals
        Hiroshi Higashi; Hiroshi Higashi; Andrzej Cichocki; Toshihisa Tanaka; Toshihisa Tanaka
        ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, 23 Oct. 2012
      • A simple platform of brain-controlled mobile robot and its implementation by SSVEP
        Cheng Zhang; Yosuke Kimura; Hiroshi Higashi; Hiroshi Higashi; Toshihisa Tanaka; Toshihisa Tanaka
        Proceedings of the International Joint Conference on Neural Networks, 22 Aug. 2012
      • Optimal design of a bank of spatio-temporal filters for EEG signal classification
        Hiroshi Higashi; Hiroshi Higashi; Toshihisa Tanaka; Toshihisa Tanaka
        Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, 26 Dec. 2011
      • EEG auditory steady state responses classification for the novel BCI
        Hiroshi Higashi; Tomasz M. Rutkowski; Yoshikazu Washizawa; Andrzej Cichocki; Toshihisa Tanaka; Toshihisa Tanaka
        Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, 26 Dec. 2011
      • Optimal design of a bank of spatio-temporal filters for EEG signal classification.
        Hiroshi Higashi; Toshihisa Tanaka
        Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference, 01 Dec. 2011
      • EEG auditory steady state responses classification for the novel BCI.
        Hiroshi Higashi; Tomasz M. Rutkowski; Yoshikazu Washizawa; Andrzej Cichocki; Toshihisa Tanaka
        Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference, 01 Dec. 2011
      • Common spatial pattern using multivariate EMD for EEG classification
        Long Zhang; Cheng Zhang; Hiroshi Higashi; Hiroshi Higashi; Jianting Cao; Jianting Cao; Toshihisa Tanaka; Toshihisa Tanaka
        APSIPA ASC 2011 - Asia-Pacific Signal and Information Processing Association Annual Summit and Conference 2011, 01 Dec. 2011
      • Classification by weighting for spatio-frequency components of EEG signal during motor imagery
        Hiroshi Higashi; Toshihisa Tanaka; Toshihisa Tanaka
        ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, 18 Aug. 2011
      • Tensor based simultaneous feature extraction and sample weighting for EEG classification
        Yoshikazu Washizawa; Hiroshi Higashi; Hiroshi Higashi; Tomasz Rutkowski; Toshihisa Tanaka; Toshihisa Tanaka; Andrzej Cichocki
        Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 21 Dec. 2010
      • Rhythmic component extraction considering phase alignment and the application to motor imagery-based brain computer interfacing
        Hiroshi Higashi; Toshihisa Tanaka; Toshihisa Tanaka; Yasue Mitsukura
        Proceedings of the International Joint Conference on Neural Networks, 01 Dec. 2010
      • Classification of single trial EEG during imagined hand movement by rhythmic component extraction.
        Hiroshi Higashi; Toshihisa Tanaka; Arao Funase
        Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference, 01 Dec. 2009
      • Classification of single trial EEG during imagined hand movement by rhythmic component extraction
        Hiroshi Higashi; Toshihisa Tanaka; Toshihisa Tanaka; Arao Funase; Arao Funase
        Proceedings of the 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Engineering the Future of Biomedicine, EMBC 2009, 01 Dec. 2009
      • Adaptive rhythmic component extraction with regularization for EEG data analysis
        Yuki Saito; Toshihisa Tanaka; Hiroshi Higashi
        ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, 01 Oct. 2009

      External funds: Kakenhi

      • Pupillometory of glare perception - a medical diagnostic aid based on cognitive neuroscience and its application to visual environment assessment
        Grant-in-Aid for Challenging Research (Pioneering)
        Toyohashi University of Technology
        Shigeki Nakauchi
        From 30 Jun. 2017, To 31 Mar. 2021, Project Closed
        グレア錯視;明るさ知覚;瞳孔反応;時間知覚;グレア;SSVEP;光感受性障害;脳波;瞳孔;他覚的計測
      • Time dynamics on information propagation in human brain performing hierarchical structure learning
        Grant-in-Aid for Early-Career Scientists
        Basic Section 51020:Cognitive and brain science-related
        Kyoto University
        東 広志
        From 01 Apr. 2019, To 31 Mar. 2023, Granted
        強化学習;ベイズ学習;ベイズ推定;計算論的神経科学;脳波
      • Modeling of brain prediction mechanisms by advanced data-driven methods
        Grant-in-Aid for Young Scientists (B)
        Toyohashi University of Technology
        Hiroshi Higashi
        From 01 Apr. 2015, To 31 Mar. 2018, Project Closed
        脳波;予測;学習;事象関連電位;強化学習;P300;多次元配列;ブレインコンピュータインターフェイス;信号処理
      • Sparse detection from multi-channel surface electroencephalogram response to visual stimuli
        Grant-in-Aid for Scientific Research (B)
        Tokyo University of Agriculture and Technology
        Toshihisa Tanaka
        From 01 Apr. 2015, To 31 Mar. 2018, Project Closed
        脳波;BCI;信号処理;視覚刺激;ブレインコンピュータインタフェース;ブレインマシンインタフェース;視覚野;情動;神経科学;生体医工学;機械学習;ブレイン・コンピュータ・インタフェース;スパース;視覚実験;脳;BMI
      • Decoding perceptual and cognitive information from multi-dimensional EEG data
        Grant-in-Aid for Scientific Research (A)
        Toyohashi University of Technology
        Nakauchi Shigeki
        From 01 Apr. 2014, To 31 Mar. 2018, Project Closed
        脳情報デコーディング;認知状態推定;感性価値判断;脳波;瞳孔;SSVEP;顔らしさ;視認性;グレア錯視;有効視野;注意;顔色;表情;理解度;ベータ帯
      list
        Last Updated :2022/06/24

        Education

        Teaching subject(s)

        • From 01 Apr. 2022, To 31 Mar. 2023
          Advanced Practice of Electrical and Electronic Engineering
          6202, Fall, Faculty of Engineering, 2
        • From Apr. 2019, To Mar. 2020
          Fundamental Practice of Electrical & Electronic Engineering
          Fall, 工学部
        • From Apr. 2020, To Mar. 2021
          Fundamental Practice of Electrical & Electronic Engineering
          Fall, 工学部
        • From Apr. 2021, To Mar. 2022
          Advanced Practice of Electrical and Electronic Engineering
          Fall, 工学部
        list
          Last Updated :2022/06/24

          Administration

          Faculty management (title, position)

          • From 01 Apr. 2022, To 31 Mar. 2023
            人を対象とする研究倫理小委員会委員
          • From 01 Apr. 2020, To 31 Mar. 2021
            情報セキュリティWG
          • From 01 Apr. 2020, To 31 Mar. 2021
            システム運用WG

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