Takumi KODAMA / 兒玉 拓巳

Biography

 Takumi KODAMA was born on October 4, 1991, in Hokkaido, Japan. He received his MSc in Engineering (Compute Scienice) from Graduate School of SIE, University of Tsukuba, Japan in 2017. During 2015-2016, he visited Graz University of Technology, Austria as a research internship student supported by MEXT Japan government scholarship. He is especially interested in the Brain-Computer Interface, Machine Learning and Programming Education.

Education

Research Projects

Research Awards

Journal Article (Peer Reviewed)

  1. T. Kodama, K. Shimizu, S. Makino and T.M. Rutkowski, “Comparison of P300–based Brain–computer Interface Classification Accuracy Refinement Methods using Full–body Tactile paradigm,” Journal of Bionic Engineering, (accepted, in press), 2017. (Invited)

Book Chapter (Peer Reviewed)

  1. T.M. Rutkowski, K. Shimizu, T. Kodama, P. Jurica and A. Cichocki, “Brain–robot Interfaces Using Spatial Tactile BCI Paradigms - Symbiotic Brain-robot Applications,” in Symbiotic Interaction (vol. 9359 of Lecture Notes in Computer Science), B. Blankertz, G. Jacucci, L. Gamberini, A. Spagnolli and J. Freeman Eds., Springer International Publishing, pp. 132-137, Oct. 2015. doi: 10.1007/978-3-319-24917-9_14 [Chapter (Springer)]

Conference Papers (Peer Reviewed)

  1. T. Kodama, S. Makino and T.M. Rutkowski, “Spatial Tactile Brain-Computer Interface Paradigm Applying Vibration Stimuli to Large Areas of User’s Back,” in Proc. the 6th International Brain-Computer Interface Conference, Graz University of Technology Publishing House, pp. Article ID: 032-1-4, Sep. 2014. doi:10.3217/978-3-85125-378-8-32 [Poster (ResearchGate)][Paper (PDF)]
  2. T. Kodama, S. Makino and T.M. Rutkowski, “Spatial Tactile Brain-Computer Interface by Applying Vibration to User’s Shoulders and Waist,” in Proc. the 10th AEARU Workshop on Computer Science and Web Technologies (CSWT-2015), University of Tsukuba, pp. 41-42, Feb. 2015. [Poster (ResearchGate)] [Paper (PDF)] (Best Poster Award)
  3. T.M. Rutkowski, H. Mori, T. Kodama and H. Shinoda, “Airborne Ultrasonic Tactile Display Brain-computer Interface - A Small Robotic Arm Online Control Study,” in Proc. the 10th AEARU Workshop on Computer Science and Web Technologies (CSWT-2015), University of Tsukuba, pp. 7-8, Feb. 2015. [At a glance (Youtube)][Paper (ResearchGate)]
  4. K. Shimizu, T. Kodama, P. Jurica, A. Cichocki and T.M. Rutkowski, “Tactile BCI Paradigms for Robots’ Control,” in Proc. the 6th Conference on Systems Neuroscience and Rehabilitation (SNR 2015), National Rehabilitation Center for Persons with Disabilities, pp. 28, Mar. 2015. [At a glance (Youtube)][Paper (ResearchGate)]
  5. T.M. Rutkowski, K. Shimizu, T. Kodama, P. Jurica, A. Cichocki and H. Shinoda, “Controlling a Robot with Tactile Brain-computer Interfaces,” in Proc. the 38th Annual Meeting of the Japan Neuroscience Society (Neuroscience 2015), Japan Neuroscience Society, pp. 2P332, July 2015. [Paper (ResearchGate)]
  6. K. Shimizu , D. Aminaka , T. Kodama, C. Nakaizumi, P. Jurica, A. Cichocki, S. Makino and T.M. Rutkowski, “Brain-robot Interfaces Using Spatial Tactile and Visual BCI Paradigms - Brains Connecting to the Internet of Things Approach,” in Proc. the International Conference on Brain Informatics & Health (BIH 2015), Imperial College London, pp.9-10, Sep. 2015. [Paper (ResearchGate)]
  7. T. Kodama, K. Shimizu and T.M. Rutkowski, “Full Body Spatial Tactile BCI for Direct Brain-robot Control,” in Proc. the Sixth International Brain-Computer Interface Meeting: BCI Past, Present, and Future, Verlag der Technischen Universitaet Graz, pp. 68, May 2016. doi:10.3217/978-3-85125-467-9-68 [At a glance (Youtube)][Poster (ResearchGate)][Proceedings (ResearchGate)] (Student Travel Award)
  8. T. Kodama, S. Makino and T.M. Rutkowski, “Toward a QoL improvement of ALS patients: Development of the Full-body P300-based Tactile Brain–Computer Interface,” in Proc. the 2016 AEARU Young Researchers International Conference (AEARU YRIC-2016), University of Tsukuba, pp. 5-8, Sep. 2016. [Video (Youtube)][Slide (SlideShare)][Paper (ResearchGate)][Report (Blog)]
  9. T. Kodama, K. Shimizu, S. Makino and T.M. Rutkowski, “Full–body Tactile P300–based Brain–computer Interface Accuracy Refinement,” in Proc. the International Conference on Bio-engineering for Smart Technologies 2016 (BioSMART 2016), IEEE Press, pp. 20–23, Dec. 2016. doi: - [Slide (SlideShare)][Paper (IEEE Xplore; uploaded soon)][Report (Blog)] (Student Best Paper Award Nomination)
  10. K. Shimizu, T. Kodama, S. Makino and T.M. Rutkowski, “Visual Motion Onset Virtual Reality Brain–computer Interface,” in Proc. the International Conference on Bio-engineering for Smart Technologies 2016 (BioSMART 2016), IEEE Press, pp. 24-27, Dec. 2016. doi: - [Paper (IEEE Xplore; uploaded soon)]
  11. T. Kodama, S. Makino and T.M. Rutkowski, “Tactile Brain-Computer Interface Using Classification of P300 Responses Evoked by Full Body Spatial Vibrotactile Stimuli,” in Proc. the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference 2016 (APSIPA ASC 2016), IEEE Press, pp. Article ID: 176, Dec. 2016. doi: 10.1109/APSIPA.2016.7820734 [Slide (SlideShare)][Paper (IEEE Xplore)][Report (Blog)]
  12. T. Kodama and S. Makino, “Analysis of the brain activated distributions in response to full-body spatial vibrotactile stimuli using a tactile P300-based BCI paradigm,” in Proc. the IEEE International Conference on Biomedical and Health Informatics 2017 (BHI-2017), IEEE Engineering in Medicine and Biology Society, pp. Article ID: 427, Feb. 2017. [Poster (ResearchGate)][Report (Blog)]
  13. T. Kodama and S. Makino, “Convolutional Neural Network Architecture and Input Volume Matrix Design for ERP Classifications in a Tactile P300–based Brain–Computer Interface,” in Proc. the 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2017), IEEE Engineering in Medicine and Biology Society, pp. 3814-3817, Jul. 2017. [Video (Youtube)][Slide (SlideShare)][Paper (IEEE Xplore; will be uploaded soon)][Report (Blog)] (Student Best Paper Award Nomination)

Other Publications

  1. 兒玉拓巳. “観光用リアルタイム画像認識システムの構築 (Development of the Real–time Image Recognition System for a Sightseeing Usage),” 平成23年度 情報工学科 卒業研究発表講演会, 独立行政法人 国立釧路工業高等専門学校 情報工学科, Mar. 2012. (日本語 / Japanese Language Only) [At a grance (Youtube)][Slide (SlideShare)][Thesis (PDF)]
  2. 兒玉拓巳. “観光用リアルタイム画像認識システムの構築 (Development of the Real–time Image Recognition System for a Sightseeing Usage),” 創造性を育む「卒業研究」集: 平成23年度版, 独立行政法人 国立高等専門学校機構 教育・FD委員会, pp.149, Oct 2012. (日本語 / Japanese Language Only) [Book (CiNii)]
  3. 兒玉拓巳. “FFT回路を用いたFPGAボイスチェンジャー,” 筑波大学 COJT第4期ハードエンジニアリング分野成果発表会, 筑波大学情報学群 組み込み技術キャンパスOJT, 国立大学法人 筑波大学, Feb. 2013. (日本語 / Japanese Language Only) [At a grance (Youtube)][Slide (SlideShare)][Github][Official]
  4. T. Kodama, “Spatial tactile brain-computer interface paradigm by applying vibration stimulus to large body areas,” Bachelor degree thesis, College of Information Science, University of Tsukuba, Mar. 2014. [Slide (SlideShare)][Thesis (PDF)]
  5. T Kodama, S. Makino and T.M. Rutkowski, “Full Body Tactile Brain-Computer Interface,” The Computer Science Seminar, Department of Computer Science - Graduate School of Systems and Information Engineering, University of Tsukuba, Feb. 2015. [Slide (SlideShare)]
  6. T. Kodama, S. Makino and T.M. Rutkowski, “A Tactile P300-based Brain-Computer Interface Accuracy Improvement,”, The Mid-term Presentation for Master’s Degree, Department of Computer Science - Graduate School of Systems and Information Engineering, University of Tsukuba, July 2016. [Slide (SlideShare)][Paper (PDF)]
  7. 兒玉拓巳, 清水健介, 森啓, 牧野昭二, ルトコフスキ トマシュ マチェイ, “触覚刺激駆動型BCIの開発と応用 (Review of Stimulus-driven P300-based Tactile BCI Paradigms Developed by BCI-lab group),” 第3回脳神経外科BMI懇話会 抄録集, 国立大学法人 旭川医科大学 脳神経外科, pp.5, Oct. 2016. (日本語 / Japanese Language Only)[Paper (PDF)][Poster (PDF)][Report (Blog)]
  8. T. Kodama, “Full Body Spatial Vibrotactile Brain Computer Interface Paradigm,” Master’s Thesis Defense, Department of Computer Science - Graduate School of Systems and Information Engineering, University of Tsukuba, Jan. 2017. [Video (Youtube)][Slide (PDF)][Thesis (PDF; will be uploaded soon)][Report (Blog)]

Research Supports / Dispatches / Selections

Other Awards / Scholarships / Selections

Academic Memberships

Teaching Experience

Working and Internship Experience

Lecture / Lightning Talk

Media