意識定量化ための脳波エネルギーと複雑度解析理論の構築並びに意識障害者のBCI応用

2015 Fiscal Year Annual Research Report

• Project/Area Number: 25420417
• Research Institution: Saitama Institute of Technology
• Principal Investigator: 曹 建庭 埼玉工業大学, 工学部, 教授 (20306989)
• Project Period (FY): 2013-04-01 – 2016-03-31
• Keywords: 脳信号処理 / 脳意識 / BCI

Outline of Annual Research Achievements

本年度においては，まず海外研究協力者である上海復旦大学付属医院で計3名の患者に対して延べ６回ほどの脳波実験を行った．前年度開発した実時間BCIシステムを意識障害患者に適用してみた．前年度開発した脳波エネルギー積算アルゴリズム及び脳波複雑度アルゴリズムに時間窓を導入し，新たなダイナミック算法に拡張した．またベイズ原理に基づいた脳活動成分分類法を開発した．
本年度の研究成果としては，ジャーナル及び査読つき国際会議論文集に論文を計9篇公表した．また海外からの招待講演を3回行った．さらに国際ワークショップ(The 3rd APSIPA Workshop on the Frontier in Biomedical Signal Processing and Systems)および国際学会(2015 International Conference on Cognitive Neurodynamic) にスペシャルセッションであるInformation and Signal Processing Techniques in Neurotechnologyを計画・実施し，大学院生教育を含む本研究を広めて行った．

Research Products

• [Int'l Joint Research] Huadong Hospital, Fudan University/East China Univ. of Sci. & Tech./Nankai University(China)
  • Country Name: China
  • Counterpart Institution: Huadong Hospital, Fudan University/East China Univ. of Sci. & Tech./Nankai University
  • # of Other Institutions: 2
• [Int'l Joint Research] Mahidol University(タイ)
  • Country Name: THAILAND
  • Counterpart Institution: Mahidol University
• [Journal Article] Tensor denoising using Bayesian CP factorization (2016)
  • 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
  • DOI: 978-1-5090-1224-4/16
  • Peer Reviewed / Open Access / Int'l Joint Research / Acknowledgement Compliant
• [Journal Article] Bayesian CP factorization of incomplete tensor for EEG signal application (2016)
  • 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 Pages: 4 pages
  • 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 Pages: 4 pages
  • 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 Volume: 58 Pages: 425-433
  • DOI: 10.1007/s11431-014-5757-0
  • Peer Reviewed / Open Access / Int'l Joint Research / Acknowledgement Compliant
• [Journal Article] A Bayes classifier based on multiscale features in brain death diagnosis (2015)
  • 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
  • Peer Reviewed / Open Access / Int'l Joint Research / Acknowledgement Compliant
• [Journal Article] BCI based mobile phone using SSVEP techniques (2015)
  • Author(s): Dongsheng Wang, Toshiki Kobayashi, Gaochao Cui, Daishi Watabe and Jianting Cao
  • Journal Title: Advances in Cognitive Neurodynamics, Springer Volume: V Pages: 379-382
  • DOI: 10.1007/978-981-10-0207-6_52
  • Peer Reviewed / Open Access / Int'l Joint Research / Acknowledgement Compliant
• [Journal Article] Analysis of brain-death EEG data using 2T-EMD algorithm (2015)
  • 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
  • Peer Reviewed / Open Access / Int'l Joint Research / Acknowledgement Compliant
• [Journal Article] Estimating a shooting angle in ear recognition (2015)
  • Author(s): Daishi Watabe, Takanari Minamidani, Hideyasu Sai, Taiyo Maeda,Takaharu Yama- zaki and Jianting Cao
  • Journal Title: Lecture Notes in Computer Science, vol. 9339, Springer Volume: 9339 Pages: 559-570
  • DOI: 10.1007/978-3-319-24369-6_47
  • 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 depth (2015)
  • 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
  • Peer Reviewed / Open Access / Int'l Joint Research / Acknowledgement Compliant
• [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 – 2015-11-25
  • Invited
• [Presentation] Quantitative analysis of consciousness and applying BCIfor low level coma patients (2015)
  • Author(s): Jianing Cao
  • Organizer: Special Lecture in Nankai University
  • Place of Presentation: Nankai University
  • Year and Date: 2015-10-20 – 2015-10-20
  • Invited
• [Presentation] Comparing 2T-EMD and MEMD in the calculating speed of test for quasi-brain-death EEG (2015)
  • 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 – 2015-07-18
• [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 – 2015-07-18
• [Presentation] An EEG diagnosis system for the brain death determination based on complexity and energy analyses (2015)
  • 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 – 2015-06-03
  • Int'l Joint Research / Invited
• [Presentation] Comparing 2T-EMD and MEMD in the estimation of accuracy and calculating speed (2015)
  • 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 – 2015-06-03
  • Int'l Joint Research
• [Presentation] The experiments of BCI based mobile phone (2015)
  • 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 – 2015-06-03
  • Int'l Joint Research
• [Funded Workshop] The 41st International Conference on Acoustics, Speech, and Signal Processing (2016)
  • Place of Presentation: Shanghai
  • Year and Date: 2016-03-20 – 2016-03-25
• [Funded Workshop] 2015 IEEE International Conference on SIGNAL IMAGE TECHNOLOGY & INTERNET BASED SYSTEMS (2015)
  • Place of Presentation: Bankok
  • Year and Date: 2015-11-23 – 2015-11-27
• [Funded Workshop] International Conference on Cognitive Neurodynamics (2015)
  • Place of Presentation: Sanya
  • Year and Date: 2015-06-03 – 2015-06-07
• [Funded Workshop] APSIPA BioSiPS Workshop 2015 (2015)
  • Place of Presentation: Shanghai
  • Year and Date: 2015-06-01 – 2015-06-03