Higashi, Hiroshi(Graduate School of Informatics, Department of Systems Science) | Activity Database on Education and Research, Kyoto University

Higashi, Hiroshi

Graduate School of Informatics, Department of Systems Science Assistant Professor

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

ORCID ID
0000-0001-8880-3411
J-Global ID
201401076599735954
Researcher number
70734474

Website(s) (URL(s))

http://hgshrs.github.io

researchmap URL

https://researchmap.jp/hgshrs

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
https://kaken.nii.ac.jp/grant/KAKENHI-PROJECT-20K20313/

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
https://kaken.nii.ac.jp/grant/KAKENHI-PROJECT-19K16894/

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
https://kaken.nii.ac.jp/grant/KAKENHI-PROJECT-15K21079/

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
https://kaken.nii.ac.jp/grant/KAKENHI-PROJECT-15H04002/

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
https://kaken.nii.ac.jp/grant/KAKENHI-PROJECT-26240043/

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

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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