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Higashi, Hiroshi
Graduate School of Informatics, Department of Systems Science Assistant Professor
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Last Updated :2022/05/14
Basic Information
Faculty
Academic Degree
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)
High School
High School
都城工業高等専門学校
Research History
- From Aug. 2018, To PresentKyoto University, Graduate School of Informatics, Assistant Professor
- From Apr. 2014, To Jul. 2018Toyohashi University of Technology, Graduate School of Engineering, Assistant Professor
ID,URL
ORCID ID
J-Global ID
Researcher number
70734474
Website(s) (URL(s))
researchmap URL
list
Last Updated :2022/05/14
Research
Research Areas
Papers
- An Introductory Tutorial on Brain–Computer Interfaces and Their ApplicationsAndrea Bonci; Simone Fiori; Hiroshi Higashi; Toshihisa Tanaka; Federica VerdiniElectronics, 27 Feb. 2021, Peer-reviewed
- EEG-based personal identification method using unsupervised feature extraction and its robustness against intra-subject variabilityTakashi Nishimoto; Hiroshi Higashi; Hiroshi Morioka; Shin IshiiJournal of Neural Engineering, 12 Mar. 2020, Peer-reviewed
- Computational lighting for extracting optical features from RGB imagesHiroshi Higashi; Minh Vu Bui; Ahmad Syahir Bin Aziz; Shigeki NakauchiMeasurement, Feb. 2020, Peer-reviewed
- Asymmetrical characteristics of emotional responses to pictures and sounds: Evidence from pupillometrySatoshi Nakakoga; Hiroshi Higashi; Junya Muramatsu; Shigeki Nakauchi; Tetsuto MinamiPLoS ONE, 2020, Peer-reviewed
- Cooperative update of beliefs and state-transition functions in human reinforcement learningHiroshi Higashi; Tetsuto Minami; Shigeki NakauchiScientific Reports, Dec. 2019, Peer-reviewed
- Dynamic Visual Cues for Differentiating Mirror and GlassHideki Tamura; Hiroshi Higashi; Shigeki NakauchiScientific Reports, 01 Dec. 2018, Peer-reviewed
- Variation in Event-Related Potentials by State TransitionsHiroshi Higashi; Tetsuto Minami; Shigeki NakauchiFRONTIERS IN HUMAN NEUROSCIENCE, Feb. 2017, Peer-reviewed
- Multilinear Discriminant Analysis with Subspace Constraints for Single-Trial Classification of Event-Related PotentialsHiroshi Higashi; Tomasz M. Rutkowski; Toshihisa Tanaka; Yuichi TanakaIEEE Journal on Selected Topics in Signal Processing, Oct. 2016, Peer-reviewed
- Sparse regression for selecting fluorescence wavelengths for accurate prediction of food propertiesHiroshi Higashi; Gamal M. ElMasry; Shigeki NakauchiCHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS, May 2016, Peer-reviewed
- Active Data Selection for Motor Imagery EEG ClassificationNaoki Tomida; Toshihisa Tanaka; Shunsuke Ono; Masao Yamagishi; Hiroshi HigashiIEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, Feb. 2015, Peer-reviewed
- SSVEP-Based Brain-Computer Interfaces Using FSK-Modulated Visual StimuliYosuke Kimura; Toshihisa Tanaka; Hiroshi Higashi; Naoki MorikawaIEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, Oct. 2013, Peer-reviewed
- Simultaneous design of FIR filter banks and spatial patterns for EEG signal classificationHiroshi Higashi; Toshihisa TanakaIEEE Transactions on Biomedical Engineering, 2013, Peer-reviewed
- Common Spatio-Time-Frequency Patterns for Motor Imagery-Based Brain Machine InterfacesHiroshi Higashi; Toshihisa TanakaCOMPUTATIONAL 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 SoundsSatoshi Nakakoga; Hiroki Kajita; Hiroshi Higashi; Shigeki Nakauchi; Tetsuto MinamiPERCEPTION, 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 materialsHideki Tamura; Hiroshi Higashi; Shigeki NakauchiPERCEPTION, Aug. 2016
- EEG Signal Processing with Signal StructuresHIGASHI Hiroshi; TANAKA ToshihisaJournal of The Society of Instrument and Control Engineers, 2016
- Constrained signal processing by graph spectrum for EEG SignalsHIGASHI HIROSHI; Tanaka Toshihisa; Tanaka YuichiTransactions 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 ClassificationTANAKA Toshihisa; TOMIDA Naoki; HIGASHI HiroshiIEICE technical report. Signal processing, 22 Aug. 2013
- EEG Classification With Weighted Samples by Joint Tensor DiagonalizationTOMIDA Naoki; HIGASHI Hiroshi; TANAKA ToshihisaTechnical 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 stimuliTAMURA Jun; WASHIZAWA Yoshikazu; HIGASHI Hiroshi; MORIKAWA Naoki; TANAKA ToshihisaIEICE 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 InternetZHANG Cheng; KIMURA Yosuke; HIGASHI Hiroshi; TANAKA ToshihisaIEICE 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 IMAGERYHigashi Hiroshi; Tanaka ToshihisaProceedings of the IEICE General Conference, 28 Feb. 2011
- A-4-27 DIGITAL COMMUNICATION USING STEADY-STATE VISUAL EVOKED POTENTIALSKimura Yosuke; Higashi Hiroshi; Tanaka ToshihisaProceedings of the IEICE General Conference, 28 Feb. 2011
- A Brain Computer Interface Using Auditory Steady State ResponsesHIGASHI Hiroshi; WASHIZAWA Yoshikazu; RUTKOWSKI Tomasz; TANAKA Toshihisa; CICHOCKI AndrzejTechnical report of IEICE. RCS, 13 Jan. 2011
- Detection of steady state visual evoked potentials using rhythmic component extraction for BCIKIMURA Yosuke; HIGASHI Hiroshi; TANAKA ToshihisaIEICE technical report. Neurocomputing, 05 Nov. 2009
- An adaptive fast algorithm of rhythmic component extractionTANAKA Toshihisa; SAITO Yuki; HIGASHI HiroshiIEICE technical report. Circuits and systems, 24 Jun. 2009
Presentations
- Brain Dynamics Encoding from Visual Input during Free Viewing of Natural VideosZhen Liang; Hiroshi Higashi; Shigeyuki Oba; Shin IshiiProceedings of the International Joint Conference on Neural Networks, 01 Jul. 2019
- Smoothing of xDAWN spatial filters for robust extraction of event-related potentialsHiroshi Higashi; Hiroshi Higashi; Tomasz M. Rutkowski; Tomasz M. Rutkowski; Toshihisa Tanaka; Toshihisa Tanaka; Yuichi Tanaka2016 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA 2016, 17 Jan. 2017
- A visualization method for hand cleanness using fluorescent spectrumKazuya Ito; Hiroshi Higashi; Shigeki Nakauchi4th 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 jamsTaisei Kondo; Hiroshi Higashi; Shigeki Nakauchi4th 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 interfacesShingo Ryu; Hiroshi Higashi; Toshihisa Tanaka; Shigeki Nakauchi; Tetsuto MinamiProceedings 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 classificationHiroshi Higashi; Hiroshi Higashi; Tomasz M. Rutkowski; Tomasz M. Rutkowski; Toshihisa Tanaka; Toshihisa Tanaka; Yuichi Tanaka2015 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2015, 19 Feb. 2016
- Functional illumination supporting the visual detection of plaquesTaisei Kondo; Juan L. Nieves; Eva M. Valero; Hiroshi Higashi; Shigeki NakauchiFinal Program and Proceedings - IS and T/SID Color Imaging Conference, 01 Jan. 2016
- Spectral-difference enhancing illuminant for improving visual detection of blood vesselsKazuya Ito; Hiroshi Higashi; Yuki Ota; Shigeki NakauchiICAICTA 2015 - 2015 International Conference on Advanced Informatics: Concepts, Theory and Applications, 20 Nov. 2015
- Objective assessment and quantification of pearl quality by spectral-spatial featuresYuki Ota; Hiroshi Higashi; Shigeki NakauchiICAICTA 2015 - 2015 International Conference on Advanced Informatics: Concepts, Theory and Applications, 20 Nov. 2015
- Band selection by distance of spatial patterns for brain machine interfacingHiroshi Higashi; Hiroshi Higashi; Toshihisa Tanaka; Toshihisa TanakaProceedings - 2014 International Conference on Advanced Informatics: Concept, Theory and Application, ICAICTA 2014, 09 Jan. 2015
- Constrained signal processing by graph spectrum for EEG SignalsHIGASHI 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 signalsHiroshi Higashi; Hiroshi Higashi; Toshihisa Tanaka; Yuichi Tanaka2014 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 interfacesHiroshi Higashi; Toshihisa Tanaka2013 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 signalsHiroshi Higashi; Toshihisa TanakaProceedings 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 classificationNaoki Tomida; Hiroshi Higashi; Toshihisa TanakaICASSP, 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 signalsHiroshi Higashi; Toshihisa TanakaConference 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 interfacesHiroshi Higashi; Hiroshi Higashi; Toshihisa Tanaka; Toshihisa TanakaProceedings 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 stimuliShuho Yoshimoto; Yoshikazu Washizawa; Toshihisa Tanaka; Hiroshi Higashi; Jun Tamura2012 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 TanakaConference 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 EEGToshihisa Tanaka; Cheng Zhang; Hiroshi Higashi6th 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 signalsHiroshi Higashi; Hiroshi Higashi; Andrzej Cichocki; Toshihisa Tanaka; Toshihisa TanakaICASSP, 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 SSVEPCheng Zhang; Yosuke Kimura; Hiroshi Higashi; Hiroshi Higashi; Toshihisa Tanaka; Toshihisa TanakaProceedings of the International Joint Conference on Neural Networks, 22 Aug. 2012
- Optimal design of a bank of spatio-temporal filters for EEG signal classificationHiroshi Higashi; Hiroshi Higashi; Toshihisa Tanaka; Toshihisa TanakaProceedings 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 BCIHiroshi Higashi; Tomasz M. Rutkowski; Yoshikazu Washizawa; Andrzej Cichocki; Toshihisa Tanaka; Toshihisa TanakaProceedings 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 TanakaConference 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 TanakaConference 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 classificationLong Zhang; Cheng Zhang; Hiroshi Higashi; Hiroshi Higashi; Jianting Cao; Jianting Cao; Toshihisa Tanaka; Toshihisa TanakaAPSIPA 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 imageryHiroshi Higashi; Toshihisa Tanaka; Toshihisa TanakaICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, 18 Aug. 2011
- Tensor based simultaneous feature extraction and sample weighting for EEG classificationYoshikazu Washizawa; Hiroshi Higashi; Hiroshi Higashi; Tomasz Rutkowski; Toshihisa Tanaka; Toshihisa Tanaka; Andrzej CichockiLecture 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 interfacingHiroshi Higashi; Toshihisa Tanaka; Toshihisa Tanaka; Yasue MitsukuraProceedings 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 FunaseConference 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 extractionHiroshi Higashi; Toshihisa Tanaka; Toshihisa Tanaka; Arao Funase; Arao FunaseProceedings 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 analysisYuki Saito; Toshihisa Tanaka; Hiroshi HigashiICASSP, 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 assessmentGrant-in-Aid for Challenging Research (Pioneering)Toyohashi University of TechnologyShigeki NakauchiFrom 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 learningGrant-in-Aid for Early-Career ScientistsBasic Section 51020:Cognitive and brain science-relatedKyoto 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 methodsGrant-in-Aid for Young Scientists (B)Toyohashi University of TechnologyHiroshi HigashiFrom 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 stimuliGrant-in-Aid for Scientific Research (B)Tokyo University of Agriculture and TechnologyToshihisa TanakaFrom 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 dataGrant-in-Aid for Scientific Research (A)Toyohashi University of TechnologyNakauchi ShigekiFrom 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
