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The construction of EEG energy and complexity analysis theory for the consciousness quantification and the BCI application of the consciousness handicapped person

Research Project

Project/Area Number 25420417
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Measurement engineering
Research InstitutionSaitama Institute of Technology

Principal Investigator

Cao Jianting  埼玉工業大学, 工学部, 教授 (20306989)

Co-Investigator(Renkei-kenkyūsha) TANAKA Toshihisa  東京農工大学, 工学部, 准教授 (70360584)
Project Period (FY) 2013-04-01 – 2016-03-31
Project Status Completed (Fiscal Year 2015)
Budget Amount *help
¥5,200,000 (Direct Cost: ¥4,000,000、Indirect Cost: ¥1,200,000)
Fiscal Year 2015: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2014: ¥1,820,000 (Direct Cost: ¥1,400,000、Indirect Cost: ¥420,000)
Fiscal Year 2013: ¥1,950,000 (Direct Cost: ¥1,500,000、Indirect Cost: ¥450,000)
Keywords脳信号処理 / 脳意識 / 脳・コンピュータインタフェース / 脳死判定 / BCI / 脳意識レベル / 脳波
Outline of Final Research Achievements

In this project, we developed EEG energy and EEG complexity theory and algorithm as fundamental researches of the brain signal processing. We applied the algorithm for the evaluation of consciousness patients, the recognition of brain activity, and for the construction of the BCI system. In order to achieve this project, we have to solve many technique problems such as how to calculate and an evaluate the brain energy and complexity, how to made up the stimulator, how to remove the noise, how to extract and recognize the brain activity, and how to made up the brain-cell-phone interface. The elemental technology in this research, such as the studies of EEG energy and EEG complexity both are the pioneer works in the signal processing field. They can contribute to the development of signal processing filed in deal with brain waves. Next, we made up the brain-controlled cell-phone first time in the world, which will be expected to contribute to the handicapped people in the daily life.

Report

(4 results)
  • 2015 Annual Research Report   Final Research Report ( PDF )
  • 2014 Research-status Report
  • 2013 Research-status Report
  • Research Products

    (45 results)

All 2016 2015 2014 2013 Other

All Int'l Joint Research (2 results) Journal Article (26 results) (of which Int'l Joint Research: 8 results,  Peer Reviewed: 23 results,  Open Access: 14 results,  Acknowledgement Compliant: 13 results) Presentation (13 results) (of which Int'l Joint Research: 3 results,  Invited: 8 results) Funded Workshop (4 results)

  • [Int'l Joint Research] Huadong Hospital, Fudan University/East China Univ. of Sci. & Tech./Nankai University(China)

    • Related Report
      2015 Annual Research Report
  • [Int'l Joint Research] Mahidol University(タイ)

    • Related Report
      2015 Annual Research Report
  • [Journal Article] BCI-Based Mobile Phone Using SSVEP Techniques2016

    • Author(s)
      Dongsheng Wang , Toshiki Kobayashi, Gaochao Cui, Daishi Watabe, Jianting Cao
    • Journal Title

      Advances in Cognitive Neurodynamics

      Volume: V Pages: 379-382

    • DOI

      10.1007/978-981-10-0207-6_52

    • ISBN
      9789811002052, 9789811002076
    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] Tensor denoising using Bayesian CP factorization2016

    • Author(s)
      Lihua Gui, Qibin Zhao, and Jianting Cao,
    • Journal Title

      Proceeding of IEEE International Conference on Information Science and Technology

      Volume: 1 Pages: 49-54

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] Bayesian CP factorization of incomplete tensor for EEG signal application2016

    • Author(s)
      Gaochao Cui, Lihua Gui, Qibin Zhao, Andrzej Cichocki and Jianting Cao
    • Journal Title

      Proceedings of IEEE World Congress on Computational Intelligence

      Volume: 1

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] Real-time mobile phone dialing system based on SSVEP”,2016

    • Author(s)
      Dongsheng Wang, Toshiki Kobayashi, Gaochao Cui, Daishi Watabe and Cao Jianting,
    • Journal Title

      Proceedings of 2016 World Automation Congress

      Volume: 1

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Dynamic multivariate multiscale entropy based analysis on brain death diagnosis.2015

    • Author(s)
      Li Ni, Jiangting Cao and Rubin Wang
    • Journal Title

      SCIENCE CHINA Technological Sciences

      Volume: 58 Issue: 3 Pages: 425-433

    • DOI

      10.1007/s11431-014-5757-0

    • Related Report
      2015 Annual Research Report 2014 Research-status Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] A Bayes classifier based on multiscale features in brain death diagnosis2015

    • Author(s)
      Li Ni, Jiangting Cao and Rubin Wang
    • Journal Title

      Advances in Cognitive Neurodynamics, Springer

      Volume: V Pages: 439-455

    • DOI

      10.1007/978-981-10-0207-6_60

    • ISBN
      9789811002052, 9789811002076
    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] Analysis of brain-death EEG data using 2T-EMD algorithm2015

    • Author(s)
      Daren Zheng, Gaochao Cui, Toshihisa Tanaka and Jianting Cao
    • Journal Title

      2015 IEEE International Conference on Signal Image Technology & Internet Based Systems Proceedings

      Volume: 1 Pages: 528-531

    • DOI

      10.1109/sitis.2015.84

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] Estimating a Shooting Angle in Ear Recognition2015

    • Author(s)
      D Watabe, T Minamidani, H Sai, T Maeda, T Yamazaki, J Cao
    • Journal Title

      Lecture Notes in Computer Science

      Volume: 9339 Pages: 559-568

    • DOI

      10.1007/978-3-319-24369-6_47

    • ISBN
      9783319243689, 9783319243696
    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] Examining barrel distortion, super-resolution on single-view-based war biometrics rotated in depth2015

    • Author(s)
      Daishi Watabe, Takanari Minamidani, Wenbo Zhao, Hideyasu Sai and Jianting Cao
    • Journal Title

      International Journal of Affective Engineering

      Volume: 14 Pages: 1-8

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] Examining Barrel Distortion, Super-resolution on Single-view-based Ear Biometrics Rotated in Depth2015

    • Author(s)
      Daishi WATABE, Takanari MINAMIDANI, Wenbo ZHAO, Hideyasu SAI and Jianting CAO
    • Journal Title

      International Journal of Affective Engineering

      Volume: 14 Pages: 1-8

    • NAID

      130005064395

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] EEG Energy Analysis for Evaluating Consciousness Level Using Dynamic MEMD2014

    • Author(s)
      Gaochao Cui, Yunchao Yin, Toshihisa Tanaka and Jianting Cao
    • Journal Title

      in Proceeding of IEEE world congress on computational intelligence, ISBN: 978-1-1484-5

      Volume: 1 Pages: 3247-3250

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Comparison of Ear Recognition Robustness of Single-View-Based Images Rotated in Depth2014

    • Author(s)
      Daishi Watabe Takanari Minamidani, Hideyasu Sai, and Jianting Cao
    • Journal Title

      2014 Fifth International Conference on Emerging Security Technologies (EST), ISBN: 978-1-4799-7007-0

      Volume: 1 Pages: 19-23

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] セルフ適応多尺度エントロピー法を用いた脳死判定2014

    • Author(s)
      倪力,曹建庭,王如彬
    • Journal Title

      ダイナミック力学と制御誌(中国)

      Volume: 12 Pages: 74-78

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Hybrid-BCI: Classification of auditory and visual related potentials2014

    • Author(s)
      Gaochao Cui, Qibin Zhao, Jianting Cao and Andrzej Cichocki
    • Journal Title

      in Proceeding of Joint 7th International Conference on Soft Computing and Intelligent Systems and 15th International Symposium on Advanced Intelligent Systems

      Volume: 1 Pages: 297-300

    • DOI

      10.1109/scis-isis.2014.7044768

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Brain death diagnosis based on adaptive multi-scale entropy analysis2014

    • Author(s)
      Li Ni, Jianting Cao, and Rubin Wang
    • Journal Title

      Journal of Dynamics and Control

      Volume: 2014-1 Pages: 74-78

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Time-dependent multivariate multiscale entropy based analysis on brain consciousness diagnosis2013

    • Author(s)
      L. Ni, J. Cao and R. Wang
    • Journal Title

      Lecture Notes in Computer Science

      Volume: 7888 Pages: 75-82

    • DOI

      10.1007/978-3-642-38786-9_9

    • ISBN
      9783642387852, 9783642387869
    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Single-trial discrimination of EEG signals for stroke patients: A general multi-way analysis2013

    • Author(s)
      Ye Liu, Mingfen Li, Hao Zhang, Junhua Li, Jie Jia, Yi Wu, Jianting Cao, Liqing Zhang
    • Journal Title

      Proceedings of the 2013 IEEE Engineering in Medicine and Biology 35th Annual Conference

      Volume: 2013 Pages: 2204-2207

    • DOI

      10.1109/embc.2013.6609973

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Gaussian mixture modeling in stroke patients' rehabilitation EEG data analysis2013

    • Author(s)
      Hao Zhang, Ye Liu, Jianyi Liang, Jianting Cao, Liqing Zhang
    • Journal Title

      Proceedings of the 2013 IEEE Engineering in Medicine and Biology 35th Annual Conference

      Volume: 2013 Pages: 2208-2211

    • DOI

      10.1109/embc.2013.6609974

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] An EEG diagnosis system for quasi brain death based on complexity and energy analyses2013

    • Author(s)
      Jianting Cao, Daishi Watabe, Liqing Zhang
    • Journal Title

      Engineering in Medicine and Biology Society (EMBC), 2013 35th Annual International Conference of the IEEE

      Volume: Vol. 1 Pages: 7132-7135

    • DOI

      10.1109/embc.2013.6611202

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Effect of barrel distortion and super-resolution for single-view-based ear biometrics rotated in depth2013

    • Author(s)
      Daishi Watabe, Hideyasu Sai, Katsuhiro Sakai, Osamu Nakamura
    • Journal Title

      IEEE Conference Publications, Biometrics and Kansei Engineering (ICBAKE), 2011 International Conference on

      Volume: Vol. 1 Pages: 179-184

    • DOI

      10.1109/icbake.2013.49

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Patients’ consciousness analysis using dynamic approximate entropy and MEMD method2013

    • Author(s)
      Gaochao Cui, Yunchao Yin , Qibin Zhao, A. Cichocki and Jianting Cao
    • Journal Title

      Signal and Information Processing Association Annual Summit and Conference (APSIPA), 2013 Asia-Pacific

      Volume: 2013 Pages: 1-5

    • DOI

      10.1109/apsipa.2013.6694213

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Analyzing EEG of quasi-brain-death based on dynamic sample entropy measures2013

    • Author(s)
      Li Ni, Jianting Cao, and Rubin Wang
    • Journal Title

      Computational and Mathematical Methods in Medicine

      Volume: 2013 Pages: 1-6

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Dynamic approximate entropy with band filtering for patient’s EEG consciousness analysis2013

    • Author(s)
      Yunchao Yin, Daren Zheng, Jianting Cao, Toshihisa Tanaka
    • Journal Title

      IEEE International Conference on Bioinformatics and Biomedicine

      Volume: 2013 Pages: 23-26

    • DOI

      10.1109/bibm.2013.6732617

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] 三択一の聴覚刺激によるP300実験の試み2013

    • Author(s)
      諏訪 祥平, 曹 建庭
    • Journal Title

      埼玉工業大学第11回若手研究フォーラム論文集

      Volume: 2013 Pages: 96-97

    • Related Report
      2013 Research-status Report
  • [Journal Article] Improving EEG energy computation accuracy using ICA and MEMD methods2013

    • Author(s)
      Yunchao Yin and Jianting Cao
    • Journal Title

      埼玉工業大学第11回若手研究フォーラム論文集

      Volume: 2013 Pages: 98-99

    • Related Report
      2013 Research-status Report
  • [Journal Article] P300 classification based on linear discriminant analysis for BCI system2013

    • Author(s)
      Gaochao Cui, Qibin Zhao and Jianting Cao
    • Journal Title

      埼玉工業大学第11回若手研究フォーラム論文集

      Volume: 2013 Pages: 104-105

    • Related Report
      2013 Research-status Report
  • [Presentation] Study on brain computer interface(BCI) and brain death determination (BDD)2015

    • Author(s)
      Jianing Cao
    • Organizer
      Special Lecture in Mahidol University
    • Place of Presentation
      Mahidol University, Thailand
    • Year and Date
      2015-11-25
    • Related Report
      2015 Annual Research Report
    • Invited
  • [Presentation] Quantitative analysis of consciousness and applying BCIfor low level coma patients2015

    • Author(s)
      Jianing Cao
    • Organizer
      Special Lecture in Nankai University
    • Place of Presentation
      Nankai University
    • Year and Date
      2015-10-20
    • Related Report
      2015 Annual Research Report
    • Invited
  • [Presentation] Comparing 2T-EMD and MEMD in the calculating speed of test for quasi-brain-death EEG2015

    • Author(s)
      Daren Zheng, Toshihisa Tanaka and Jianting Cao
    • Organizer
      埼玉工業工業大学, 第13回若手研究フォーラム, pp64-65,
    • Place of Presentation
      埼玉工業工業大学
    • Year and Date
      2015-07-18
    • Related Report
      2015 Annual Research Report
  • [Presentation] SSVEに基づいた携帯電話オフラインシステム2015

    • Author(s)
      D. Wang, T. Kobayashi, G. Cui, D. Watabe and J. Cao
    • Organizer
      埼玉工業工業大学, 第13回若手研究フォーラム, pp62-63,
    • Place of Presentation
      埼玉工業工業大学
    • Year and Date
      2015-07-18
    • Related Report
      2015 Annual Research Report
  • [Presentation] An EEG diagnosis system for the brain death determination based on complexity and energy analyses2015

    • Author(s)
      Jianing Cao
    • Organizer
      The 3rd APSIPA Workshop on the Frontier in Biomedical Signal Processing and Systems
    • Place of Presentation
      Shanghai
    • Year and Date
      2015-06-01
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Comparing 2T-EMD and MEMD in the estimation of accuracy and calculating speed2015

    • Author(s)
      Daren Zheng, Toshihisa Tanaka and Jianting Cao
    • Organizer
      The 3rd APSIPA Workshop on the Frontier in Biomedical Signal Processing and Systems
    • Place of Presentation
      Shanghai
    • Year and Date
      2015-06-01
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] The experiments of BCI based mobile phone2015

    • Author(s)
      1.Dongsheng Wang, Toshiki Kobayashi, Gaochao Cui, Daishi Watabe and Jianting Cao
    • Organizer
      The 3rd APSIPA Workshop on the Frontier in Biomedical Signal Processing and Systems
    • Place of Presentation
      Shanghai
    • Year and Date
      2015-06-01
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] High frequency SSVEP based BSI system and its application2015

    • Author(s)
      Jianting Cao
    • Organizer
      Shanghai Jiaotong University
    • Place of Presentation
      Shanghai Jiaotong University
    • Year and Date
      2015-03-11
    • Related Report
      2014 Research-status Report
    • Invited
  • [Presentation] Classification of event-related potentials P300 based on Hybrid-BCI system2014

    • Author(s)
      Gaochao Cui, Dongsheng Wang, Qibin Zhao, Jianting Cao and Andrzej Cichocki
    • Organizer
      埼玉工 業大学 若手研究フォーラム 2014, pp. 130-131.
    • Place of Presentation
      埼玉工 業大学
    • Year and Date
      2014-07-18
    • Related Report
      2014 Research-status Report
  • [Presentation] The ICA, MEMD and ApEn algorithms for the brain death determination2014

    • Author(s)
      Jianting Cao
    • Organizer
      Korea University of Technology and Education
    • Place of Presentation
      Korea University of Technology and Education
    • Year and Date
      2014-06-23
    • Related Report
      2014 Research-status Report
    • Invited
  • [Presentation] 脳・コンピュータインターフェイス (BCI)基礎とその応用2014

    • Author(s)
      曹 建庭
    • Organizer
      電気学会研究発表会
    • Place of Presentation
      日本埼玉
    • Related Report
      2013 Research-status Report
    • Invited
  • [Presentation] Dynamic entropy and EEG energy analyses for consciousness patients2013

    • Author(s)
      Jianting Cao
    • Organizer
      2013 Japan‐China Joint Workshop on Frontier of Multidiscipline Research: Brain Science, Biology and Big-Data Mining
    • Place of Presentation
      Beijing, China
    • Related Report
      2013 Research-status Report
    • Invited
  • [Presentation] Dynamic approximate entropy and empirical mode decomposition methods for the comatose patients’ EEG analyses2013

    • Author(s)
      Jianting Cao
    • Organizer
      13th China-Japan-Korea Joint Workshop on Neurobiology and Neuroinformatics
    • Place of Presentation
      Beijing, China
    • Related Report
      2013 Research-status Report
    • Invited
  • [Funded Workshop] The 41st International Conference on Acoustics, Speech, and Signal Processing2016

    • Place of Presentation
      Shanghai
    • Year and Date
      2016-03-20
    • Related Report
      2015 Annual Research Report
  • [Funded Workshop] 2015 IEEE International Conference on SIGNAL IMAGE TECHNOLOGY & INTERNET BASED SYSTEMS2015

    • Place of Presentation
      Bankok
    • Year and Date
      2015-11-23
    • Related Report
      2015 Annual Research Report
  • [Funded Workshop] International Conference on Cognitive Neurodynamics2015

    • Place of Presentation
      Sanya
    • Year and Date
      2015-06-03
    • Related Report
      2015 Annual Research Report
  • [Funded Workshop] APSIPA BioSiPS Workshop 20152015

    • Place of Presentation
      Shanghai
    • Year and Date
      2015-06-01
    • Related Report
      2015 Annual Research Report

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Published: 2014-07-25   Modified: 2023-03-16  

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