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Tensor decompositionTensor Decomposition for Brain Signal Processing and BDD & BCI Applications

Research Project

Project/Area Number 18K04178
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Review Section Basic Section 21030:Measurement engineering-related
Research InstitutionSaitama Institute of Technology

Principal Investigator

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

Project Period (FY) 2018-04-01 – 2023-03-31
Project Status Completed (Fiscal Year 2022)
Budget Amount *help
¥4,290,000 (Direct Cost: ¥3,300,000、Indirect Cost: ¥990,000)
Fiscal Year 2020: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2019: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2018: ¥1,950,000 (Direct Cost: ¥1,500,000、Indirect Cost: ¥450,000)
Keywords脳信号処理 / テンソル分解 / 機械学習 / 脳コンピュータインタフェース(BCI) / 脳死判定(BDD) / 深層学習 / 脳死判定 / 脳・コンピューターインタフェース / 脳・コンピュータインタフェース / 深層学習アルゴリズム / テンソル分解理論 / アルゴリズムの設計 / 脳信号処理の応用 / 脳死判定ためのEEG解析 / BCIの応用 / 脳コンピュータインタフェース
Outline of Final Research Achievements

In this project, we not only proposed many solutions to the research plan, i.e., noise reduction problems in BCI and BDD, large-scale data processing problems, BCI estimation accuracy and speed problems, and BCI and BDD system implementation problems, but also created many research results by constructing tensor decomposition theory and extending its practical application aspects. During this research period , he published 25 papers in international journals, 18 papers in international conferences, and 27 papers in domestic conferences, totaling 70 papers. Among them, our papers on tensor decomposition and large-scale data reconstruction received the highest priority paper award at ICASSP2019, a top-level international conference in the field of signal processing (award rate: 0.32%). Several high-level papers were accepted to ACML, IEEE Transactions on TPAMI, and NSRE, the top international conferences in the field of artificial intelligence.

Academic Significance and Societal Importance of the Research Achievements

本研究で提案しているBCI及びBDDシステムと脳信号処理法は,理論と実験の両面でシステムの実現を検証し,このような社会的なニーズに答えようと考えられる.本研究で提案している新しい計算理論や算法また実験法は学術的にも神経生理と脳信号処理などの分野への貢献が期待される.
本研究のオンラインBCI及びBDDシステムは実稼働のシステムであり,研究者,企業団体,音楽演奏者,高校生,新聞記者が多く研究室に学術交流や見学に来られる.本研究課題は社会的インパクトが高い,技術普及にも役にたつ.また研究期間中に,課題を参加した博士及び修士課程の大学院生がそれぞれ6名と16である.彼らは研究を通して学位を獲得した.

Report

(6 results)
  • 2022 Annual Research Report   Final Research Report ( PDF )
  • 2021 Research-status Report
  • 2020 Research-status Report
  • 2019 Research-status Report
  • 2018 Research-status Report
  • Research Products

    (69 results)

All 2023 2022 2021 2020 2019 2018 Other

All Int'l Joint Research (4 results) Journal Article (23 results) (of which Int'l Joint Research: 9 results,  Peer Reviewed: 23 results,  Open Access: 11 results) Presentation (41 results) (of which Int'l Joint Research: 17 results,  Invited: 1 results) Remarks (1 results)

  • [Int'l Joint Research] 復旦大学附属医院/上海交通大学/杭州電子科技大学(中国)

    • Related Report
      2019 Research-status Report
  • [Int'l Joint Research] New York University(米国)

    • Related Report
      2019 Research-status Report
  • [Int'l Joint Research] Kent University(英国)

    • Related Report
      2019 Research-status Report
  • [Int'l Joint Research] SkolTech(ロシア連邦)

    • Related Report
      2019 Research-status Report
  • [Journal Article] Brain-Machine Coupled Learning Method for Facial Emotion Recognition2023

    • Author(s)
      Liu, Dongjun; Dai, weichen; Zhang, hangkui; Jin, Xuanyu; Cao, Jianting; Kong, wanzeng
    • Journal Title

      IEEE Transactions on Pattern Analysis and Machine Intelligence

      Volume: 1 Issue: 9 Pages: 1-15

    • DOI

      10.1109/tpami.2023.3257846

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Machine learning based optimization method for vacuum carburizing process and its application2023

    • Author(s)
      Jia, Honghao, Dongying Ju, Jianting Cao
    • Journal Title

      Journal of Materials Informatics.

      Volume: 2 Issue: 2 Pages: 1-14

    • DOI

      10.20517/jmi.2022.43

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Classification of coma/brain-death EEG dataset based on one-dimensional convolutional neural network2023

    • Author(s)
      Boning Li and Jianting Cao
    • Journal Title

      Cognitive Neurodynamics, Springer

      Volume: 4 Issue: 3 Pages: 1-15

    • DOI

      10.1007/s11571-023-09942-2

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Simple Black-box adversarial attacks by Tensor Singular Value Decomposition2022

    • Author(s)
      Qipeng Chen and Jianting Cao
    • Journal Title

      International Journal of Latest Trends in Engineering and Technology

      Volume: 20 Pages: 1-12

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Classification of the Epileptic Seizure Onset Zone Based on Partial Annotation2022

    • Author(s)
      Xuyang Zhao, Qibin Zhao, Toshihisa Tanaka, Jordi Casals, Guoxu Zhou, Takumi Mitsuhashi, Hidenori Sugano, Noboru Yoshida, Jianting Cao
    • Journal Title

      Cognitive Neurodynamics, Springer

      Volume: 1 Issue: 3 Pages: 1-13

    • DOI

      10.1007/s11571-022-09857-4

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] A Human-Computer Control System Based on Intelligent Recognition of Eye Movements and Its Application in Wheelchair Driving2021

    • Author(s)
      Wenping Luo, Jianting Cao, Kousuke Ishikawa and Dongying Ju
    • Journal Title

      Multimodal Technol. Interact

      Volume: 5 Issue: 9 Pages: 50-64

    • DOI

      10.3390/mti5090050

    • Related Report
      2021 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Low Tensor-Train Rank with Total Variation for Maginetic Resonance Imaging Reconstruction2021

    • Author(s)
      Qipeng Chen and Jianting Cao:
    • Journal Title

      Science China Technological Sciences

      Volume: 64 Issue: 9 Pages: 1854-1862

    • DOI

      10.1007/s11431-020-1851-5

    • Related Report
      2021 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] zHybrid Convolutional Neural Network for Localization of Epileptic Focus Based on iEEG2021

    • Author(s)
      Linfeng Sui, Xuyang Zhao, Qibin Zhao, Toshihisa Tanaka and Jianting Cao
    • Journal Title

      Neural Plasticity

      Volume: Article ID 6644365 Pages: 1-9

    • DOI

      10.1155/2021/6644365

    • Related Report
      2021 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Convolution Neural Network Recognition of Epileptic Foci Based on Composite Signal Processing of Electroencephalograph Data2021

    • Author(s)
      Mo Xia , Linfeng Sui, Xuyang Zhao, Toshihisa Tanaka, Jianting Cao
    • Journal Title

      Procedia Computer Science

      Volume: 192C Pages: 688-696

    • DOI

      10.1016/j.procs.2021.08.071

    • Related Report
      2021 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] xperimental validation of intelligent recognition of eye movements in the application of autonomous vehicle driving2021

    • Author(s)
      Wenping Luo, Jianting Cao, Dongying Ju, and Kousuke Ishikawa
    • Journal Title

      International Journal of Biomedical Soft Computing and Human Sciences

      Volume: 26 Pages: 63-72

    • Related Report
      2021 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Effect of Transformation Plasticity on Gear Distortion and Residual Stresses in Carburizing Quenching Simulation2021

    • Author(s)
      Xusheng Li, Dongying Ju, Jianting Cao, Sirui Wang, Yong Chen, Fangbo He and Hui Li
    • Journal Title

      Coatings

      Volume: 11 Pages: 1224-1236

    • Related Report
      2021 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] A Convolutional Tensor-Train Neural Network For Multi-task Brainprint Recognition2021

    • Author(s)
      Xuanyu Jin, Jiajia Tang, Xianghao Kong, Yong Peng, Jianting Cao, Qibin Zhao, Wanzeng Kong:
    • Journal Title

      IEEE Transactions on Neural Systems and Rehabilitation Engineering

      Volume: 29 Pages: 103-112

    • DOI

      10.1109/tnsre.2020.3035786

    • Related Report
      2020 Research-status Report
    • Peer Reviewed
  • [Journal Article] Effect of casting speed on microstructure, corrosion behaviour and in vivo bone reaction of Mg-rare earth alloys2021

    • Author(s)
      Haijian Wang, Haiwei Wang, Takashi Kumazawa, Dongying Ju, and Jianting Cao
    • Journal Title

      SCIENCE CHINA Technological Sciences

      Volume: 64 Issue: 2 Pages: 213-222

    • DOI

      10.1007/s11431-020-1689-3

    • Related Report
      2020 Research-status Report
    • Peer Reviewed
  • [Journal Article] A hybrid system for distinction of brain death and coma using diverse EEG features.2019

    • Author(s)
      Li Zhu, Gaochao Cui, Jianting Cao, Andrzej Cichocki, Jianhai Zhang and Changle Zhou
    • Journal Title

      Sensors

      Volume: 19 Issue: 6 Pages: 1342-1350

    • DOI

      10.3390/s19061342

    • Related Report
      2019 Research-status Report 2018 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Multidimensional clinical data denosing via Bayesian CP factorization2019

    • Author(s)
      Cui Gaochao, Zhu Li, Gui Lihua, Zhao Qibin, Zhang Jianhai, Cao Jianting
    • Journal Title

      Science China (Technological Sciences)

      Volume: 62 Issue: 2 Pages: 1-10

    • DOI

      10.1007/s11431-018-9493-9

    • Related Report
      2019 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Localization of Epileptic Foci from iEEG via Mixed Convolutional Neural Network2019

    • Author(s)
      Linfeng Sui, Xuyang Zhao, Jianting Cao and Qibin Zhao
    • Journal Title

      International Journal of Latest Trends in Engineering and Technology

      Volume: Vol. 14, Pages: 008-013

    • Related Report
      2019 Research-status Report
    • Peer Reviewed
  • [Journal Article] Epileptic Focus Localization Based on Entropy and Convolutional Neural Network2019

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

      International Journal of Latest Trends in Engineering and Technology

      Volume: Vol. 14,

    • Related Report
      2019 Research-status Report
    • Peer Reviewed
  • [Journal Article] Rank Minimization on Tensor Ring: An Efficient Approach for Tensor Decomposition and Completion2019

    • Author(s)
      Longhao Yuan, Chao Li, Jianting Cao and Qibin Zhao
    • Journal Title

      Machine Learning

      Volume: 109 Issue: 3 Pages: 603-622

    • DOI

      10.1007/s10994-019-05846-7

    • Related Report
      2019 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] ensor Ring Decomposition for Visual Data Denoising via Tensor Random Projection2019

    • Author(s)
      Longhao Yuan, Jianting Cao and Qibin Zhao
    • Journal Title

      International Journal of Latest Trends in Engineering and Technology

      Volume: Vol. 13 Pages: 1-10

    • Related Report
      2019 Research-status Report
    • Peer Reviewed
  • [Journal Article] High-order tensor completion via gradient-based optimization under tensor train format2019

    • Author(s)
      Yuan Longhao、Zhao Qibin、Gui Lihua、Cao Jianting
    • Journal Title

      Signal Processing: Image Communication

      Volume: 73 Pages: 53-61

    • DOI

      10.1016/j.image.2018.11.012

    • Related Report
      2018 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Descriptive Statistical Analysis Based on Patients’ EEG Energy in Coma and Quasi-brain-death State2018

    • Author(s)
      Yao Miao and Jianting Cao
    • Journal Title

      International Journal of Computers & Technology

      Volume: 17 Issue: 1 Pages: 7140-7145

    • DOI

      10.24297/ijct.v17i1.7171

    • Related Report
      2018 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Image and video completion by using Bayesian tensor decomposition2018

    • Author(s)
      L. Gui, X. Zhao, Q. Zhao, and J. Cao.
    • Journal Title

      International Journal of Computer Science Issues

      Volume: 15 Pages: 1-8

    • DOI

      10.5281/ZENODO.1467644

    • Related Report
      2018 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Non-local image denoising by using Bayesian low- rank tensor factorization on high-order patches2018

    • Author(s)
      L. Gui, X. Zhao, Q. Zhao, and J. Cao.
    • Journal Title

      International Journal of Computer Science Issues

      Volume: 15 Pages: 16-25

    • DOI

      10.5281/ZENODO.1467648

    • Related Report
      2018 Research-status Report
    • Peer Reviewed / Open Access
  • [Presentation] 車椅子制御ための無線DA変換器の設計2022

    • Author(s)
      Zizhu Li and Jianting Cao
    • Organizer
      埼玉工業大学, 第20回 若手研究フォーラム, ISSN: 1880-392X, pp. 60-61,
    • Related Report
      2022 Annual Research Report
  • [Presentation] 脳死判定のためのリアルタイム脳波診断システムに関する研究2022

    • Author(s)
      Jingming Gong and Jianting Cao
    • Organizer
      埼玉工業大学, 第20回 若手研究フォーラム, ISSN: 1880-392X, pp. 62-63
    • Related Report
      2022 Annual Research Report
  • [Presentation] てんかん発作検出ソフトウェアに関する研究2022

    • Author(s)
      Ke Tang, Xuyang Zhao and Jianting Cao
    • Organizer
      埼玉工業大学, 第20回 若手研究フォーラム, ISSN: 1880-392X, pp. 64-65
    • Related Report
      2022 Annual Research Report
  • [Presentation] てんかん焦点の推定ためのソフトウェアの設計2022

    • Author(s)
      Ruixuan Chen, Xuyang Zhao and Jianting Cao
    • Organizer
      埼玉工業大学, 第20回 若手研究フォーラム, ISSN: 1880-392X, pp. 66-67
    • Related Report
      2022 Annual Research Report
  • [Presentation] Enhanced effect of CBAM on CT image detection2022

    • Author(s)
      Pengju Zhang and Jianting Cao
    • Organizer
      埼玉工業大学, 第20回 若手研究フォーラム, ISSN: 1880-392X, pp. 68-69
    • Related Report
      2022 Annual Research Report
  • [Presentation] Automatic recognition of deep sleep stages using one-dimensional convolutional neural network2022

    • Author(s)
      Rui Deng and Jianting Cao
    • Organizer
      埼玉工業大学, 第20回 若手研究フォーラム, ISSN: 1880-392X, pp. 118-119
    • Related Report
      2022 Annual Research Report
  • [Presentation] SSVEPに基づいたオンライン携帯掛けるBCIシステムの構築2022

    • Author(s)
      Jinsha Liu and Jianting Cao
    • Organizer
      埼玉工業大学, 第20回 若手研究フォーラム, ISSN: 1880-392X, pp. 120-121
    • Related Report
      2022 Annual Research Report
  • [Presentation] NAOロボットのエンターテイメント機能の開発2022

    • Author(s)
      Hengbin Jin and Jianting Cao
    • Organizer
      埼玉工業大学, 第20回 若手研究フォーラム, ISSN: 1880-392X, pp. 122-123
    • Related Report
      2022 Annual Research Report
  • [Presentation] Research Topics in Our LAB. BCI, BDD & AI projects2021

    • Author(s)
      Jianting
    • Organizer
      Danan University and Saitama Institute of Technology Joint Symposium
    • Related Report
      2021 Research-status Report
    • Invited
  • [Presentation] Multi-feature Fusion for Epileptic Focus Localization Based on Tensor Representation2021

    • Author(s)
      Xuyang Zhao, Jordi Sole-Casals, Qibin Zhao, Jianting Cao and Toshihisa Tanaka:
    • Organizer
      13th Asia Pacific Signal and Information Processing Association Annual Summit and Conference
    • Related Report
      2021 Research-status Report
    • Int'l Joint Research
  • [Presentation] 機械学習に基づく睡眠段階の分類に関する研究2021

    • Author(s)
      Rui Deng, Boning Li, and Jianting Cao
    • Organizer
      埼玉工業大学, 第19回 若手研究フォーラム
    • Related Report
      2021 Research-status Report
  • [Presentation] DenseNetに基づいたCOVID-19 CT画像の自動識別2021

    • Author(s)
      Pengju Zhang, and Jianting Cao
    • Organizer
      埼玉工業大学, 第19回 若手研究フォーラム
    • Related Report
      2021 Research-status Report
  • [Presentation] 脳波の複合信号処理と畳み込みニューラルネットワークに 基づいた癲癇焦点チャンネル信号分類2021

    • Author(s)
      Mo Xia, Jianting Cao:
    • Organizer
      埼玉工業大学, 第19回 若手研究フォーラム
    • Related Report
      2021 Research-status Report
  • [Presentation] バックプロパゲーションアルゴリズムに基づく真空浸炭プロセス予測の最適化2021

    • Author(s)
      Honghao Jia,Jianting Cao and Dong-Ying Ju
    • Organizer
      埼玉工業大学, 第19回 若手研究フォーラム
    • Related Report
      2021 Research-status Report
  • [Presentation] 実時間ロボット制御ための脳・コンピュータインタフェースシステム2021

    • Author(s)
      Yihong Wu, Boning Li and Jianting Cao
    • Organizer
      埼玉工業大学, 第19回 若手研究フォーラム
    • Related Report
      2021 Research-status Report
  • [Presentation] ロバスト主成分分析に基づく画像復元のための新しいアルゴリズム2021

    • Author(s)
      Rong Su, and Jianting Cao
    • Organizer
      埼玉工業大学, 第19回 若手研究フォーラム
    • Related Report
      2021 Research-status Report
  • [Presentation] ノンローカルネットワークを用いた手まねの画像分類2021

    • Author(s)
      Yingbo Xu and Jianting Cao
    • Organizer
      埼玉工業大学, 第19回 若手研究フォーラム
    • Related Report
      2021 Research-status Report
  • [Presentation] Classification of Epileptic iEEG signals by CNN and Data Augmentation2020

    • Author(s)
      Xuyang Zhao, Jordi Solé-Casals, Binghua Li, Zihao Huang, Andong Wang, Jianting Cao, Toshihisa Tanaka and Qibin Zhao
    • Organizer
      IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
    • Related Report
      2020 Research-status Report
    • Int'l Joint Research
  • [Presentation] Epileptic Focus Localization Based on iEEG Plot Images by Using Convolutional Neural Network2020

    • Author(s)
      Xuyang Zhao, Linfeng Sui, Toshihisa Tanaka, Jianting Cao and Qibin Zhao
    • Organizer
      EPiC Series in Computing
    • Related Report
      2020 Research-status Report 2019 Research-status Report
    • Int'l Joint Research
  • [Presentation] LDAトピックモデルと畳み込みニューラルネットワークに基づくトピックローラ2020

    • Author(s)
      Honghao Jia and Jianting Cao
    • Organizer
      埼玉工業大学, 第18回 若手研究フォーラム
    • Related Report
      2020 Research-status Report
  • [Presentation] 独立成分解析による信号分離2020

    • Author(s)
      Rong Su and Jianting CAO
    • Organizer
      埼玉工業大学, 第18回 若手研究フォーラム
    • Related Report
      2020 Research-status Report
  • [Presentation] P300 Signal Classification by Machine Learning for BCI system2020

    • Author(s)
      Yihong Wu and Jianting Cao
    • Organizer
      埼玉工業大学, 第18回 若手研究フォーラム
    • Related Report
      2020 Research-status Report
  • [Presentation] 深層学習に基づく表情認識システム2020

    • Author(s)
      Yingbo Xu and Jianting Cao
    • Organizer
      埼玉工業大学, 第18回 若手研究フォーラム
    • Related Report
      2020 Research-status Report
  • [Presentation] 畳み込みニューラルネットワークを用いた連続ウェーブレット変換処理のてんかん脳波の分類2020

    • Author(s)
      Mo Xia, Linfeng Sui, Xuyang Zhao and Jianting Cao
    • Organizer
      埼玉工業大学, 第18回 若手研究フォーラム
    • Related Report
      2020 Research-status Report
  • [Presentation] 脳波に基づいて混合畳み込みニューラルネットワークを用いた癲癇焦点推定2020

    • Author(s)
      Linfeng Sui, Xuyang Zhao and Jianting Cao
    • Organizer
      埼玉工業大学, 第18回 若手研究フォーラム
    • Related Report
      2020 Research-status Report
  • [Presentation] 経験的モード分解に基づく患者の脳波エネルギー解析2020

    • Author(s)
      Haonan Du and Jianting Cao
    • Organizer
      埼玉工業大学, 第18回 若手研究フォーラム
    • Related Report
      2020 Research-status Report
  • [Presentation] 機械学習に基づいた話し中の脳波の識別に関する研究2020

    • Author(s)
      Boning Li and Jianting Cao
    • Organizer
      埼玉工業大学, 第18回 若手研究フォーラム
    • Related Report
      2020 Research-status Report
  • [Presentation] A One-Dimensional Convolutional Neural Network Model for Automated Localization of Epileptic Foci2019

    • Author(s)
      Boning Li, Xuyang Zhao, Qibin Zhao, Toshihisa Tanaka, and Jianting Cao
    • Organizer
      Asia-Pacific Signal and Information Processing Association Annual Summit and Conference
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research
  • [Presentation] Seizure Detection of Epileptic EEG Based on Multiple Phase-Amplitude Coupling Methods,”2019

    • Author(s)
      Yao Miao, Toshihisa Tanaka, Shintaro Ito, and Jianting Cao
    • Organizer
      The 7th International Congress on Cognitive Neurodynamics
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research
  • [Presentation] Localization of Epileptic Foci by Using Convolutional Neural Network Based on iEEG2019

    • Author(s)
      Linfeng Sui, Xuyang Zhao, Qibin Zhao, Toshihisa Tanaka and Jianting Cao
    • Organizer
      International Conference on Artificial Intelligence Applications and Innovations
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research
  • [Presentation] Quasi-Brain-Death EEG Diagnosis Based on Tensor Train Decomposition2019

    • Author(s)
      Qipeng Chen, Longhao Yuan, Yao Miao, Qibin Zhao, Toshihisa Tanaka and Jianting Cao:
    • Organizer
      International Symposium on Neural Networks
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research
  • [Presentation] Randomized Tensor Ring Decomposition and Its Application to Large-scale Data Reconstruction2019

    • Author(s)
      Longhao Yuan, Chao Li, Jianting Cao, Qibin Zhao
    • Organizer
      2019 IEEE International Conference on Acoustics, Speech and Signal Processing
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research
  • [Presentation] Comparison of Dialing Systems Based on SSVEP and P3002019

    • Author(s)
      Mo Xia, Gaochao Cui, Linfeng Sui and Jianting Cao
    • Organizer
      APSIPA BioSiPS Workshop
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research
  • [Presentation] Quasi-Brain-Death EEG Classification using Machine Learning Technique2019

    • Author(s)
      ihong Wu, Xuyang Zhao, Lihua Gui and Jianting Cao
    • Organizer
      APSIPA BioSiPS Workshop
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research
  • [Presentation] Epileptic Focus Localization Based on iEEG by Using Positive Unlabeled (PU) Learning,2018

    • Author(s)
      Xuyang Zhao, Toshihisa Tanaka, Wanzeng Kong, Qibin Zhao, Jianting Cao, Hidenori Sugano and Yoshida, Noboru
    • Organizer
      Asia-Pacific Signal and Information Processing Association Annual Summit and Conference
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] Higher-dimension Tensor Completion via Low-rank Tensor Ring Decomposition2018

    • Author(s)
      Longhao Yuan, Jianting Cao, Xuyang Zhao, Qiang Wu, Qibin Zhao
    • Organizer
      Asia-Pacific Signal and Information Processing Association Annual Summit and Conference
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] Detection of Epileptic Foci Based on Interictal iEEG by Using Convolutional Neural Network,2018

    • Author(s)
      Xuyang Zhao, Qibin Zhao, Toshihisa Tanaka, Jianting Cao, Wanzeng Kong, Hidenori Sugano and Noboru Yoshida
    • Organizer
      The 23rd International Conference on Digital Signal Processing (DSP)
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] A Hybrid Brain Computer Interface Based on Audiovisual Stimuli P3002018

    • Author(s)
      Xuyang Zhao, Gaochao Cui, Longhao Yuan and Jianting Cao
    • Organizer
      International Conference on Consumer Electronics
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] Patients’ EEG Analysis Based on Multi-indicator Dynamic Analysis Measure for Supporting Brain Death Determination2018

    • Author(s)
      Yao Miao, Jianting Cao
    • Organizer
      International Symposium on Neural Networks,
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] Analysis of Deep Coma and Brain Death Based on Phase Synchronization with EEG2018

    • Author(s)
      Jianhai Zhang, Na Zhang, Jianting Cao, Yao Miao, Li Zhu, Wanzeng Kong
    • Organizer
      the 14th IEEE International Conference on Signal Processing
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] High-Order Tensor Completion for Data Recovery via Sparse Tensor-Train Optimization2018

    • Author(s)
      Longhao Yuan, Qibin Zhao, Jianting Cao
    • Organizer
      2018 IEEE International Conference on Acoustics, Speech and Signal Processing
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Remarks] 埼玉工業大学

    • URL

      https://www.sit.ac.jp/user/cao/

    • Related Report
      2019 Research-status Report

URL: 

Published: 2018-04-23   Modified: 2024-01-30  

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