Biomedical Electronics Lectures @TUAT

GRADUATE COURSE LECTURES AT TOKYO UNIVERSITY OF AGRICULTURE AND TECHNOLOGY, TOKYO 2011-2015

「バイオメディカルエレクトロニクス特論I」

• JULY 1, 2015: "Auditory and visual brain computer interfaces (BCIs): Acoustic and visual stimuli design, EEG signal acquisition and processing methods"
  • Reading materials:
    • G. Schalk, J. Mellinger, “A Practical Guide to Brain–Computer Interfacing with BCI2000,” Springer-Verlag London Limited 2010 (free sample chapter available at this link)
    • “Brain-Computer Interfaces - Principles and Practice” Edited by J. Wolpaw and E. Winter Wolpaw, Oxford University Press, USA
    • T.M. Rutkowski, “Auditory brain-computer/machine-interface paradigms design,” in Haptic and Audio Interaction Design (E. Cooper, V. Kryssanov, H. Ogawa, and S. Brewster, eds.), vol. 6851 of Lecture Notes in Computer Science, pp. 110–119, Springer Berlin / Heidelberg, 2011.
    • N. Hill and B. Schoelkopf, “An online brain-computer interface based on shifting attention to concurrent streams of auditory stimuli.,” Journal of Neural Engineering, vol. 9, no. 2, 2012.
    • Zander T. Did you know...? Brain Products, Version (Leaflet) V001/2012. Available from [link]
• JULY 8, 2015: "Tactile and imagery brain computer interfaces (BCIs), brain-to-brain interfaces and computational neuroscience approaches to sleep studies"
  • Reading materials:
    • “Brain-Computer Interfaces - Principles and Practice” Edited by J. Wolpaw and E. Winter Wolpaw, Oxford University Press, USA
• JULY 15, 2015, "Data driven methods for biomedical signals processing - pros and cons"
  • Reading materials:
    • H. Mori, Y. Matsumoto, Z. R. Struzik, K. Mori, S. Makino, D. Mandic, and T.M. Rutkowski, “Multi-command tactile and auditory brain computer interface based on head position stimulation,” in Proceedings of the Fifth International Brain-Computer Interface Meeting 2013, (Asilomar Conference Center, Pacific Grove, CA USA), p. Article ID: 095, Graz University of Technology Publishing House, Austria, June 3-7, 2013. DOI: 10.3217/978-4-83452-381-5/095 arXiv:1301.6357[pdf]
    • H. Mori, Y. Matsumoto, S. Makino, V. Kryssanov, and T.M. Rutkowski, “Vibrotactile Stimulus Frequency Optimization for the Haptic BCI Prototype,” in Proceedings of The 6th International Conference on Soft Computing and Intelligent Systems, and The 13th International Symposium on Advanced Intelligent Systems, (Kobe, Japan), pp. 2150 - 2153, November 20-24, 2012.arXiv:1210.2942 [pdf]
    • T. M. Rutkowski, H. Mori, Y. Matsumoto, Z. Cai, M. Chang, N. Nishikawa, S. Makino, and K. Mori, “Haptic BCI Paradigm based on Somatosensory Evoked Potential,” ArXiv e-prints, July 2012. [link, pdf]
    • Hamada K, Mori H, Shinoda H, Rutkowski TM. Airborne Ultrasonic Tactile Display Brain–computer Interface Paradigm. 6th International Brain-Computer Interface Conference 2014, Graz, Austria, 2014; p. (accepted, in press). arXiv:1404.4184
    • Huggins JE, Guger C, Allison B, Anderson CW, Batista A, Brouwer AM, et al.Workshops of the Fifth International Brain-Computer Interface Meeting: Defining the Future. Brain-Computer Interfaces. 2014;1(1):27-49. Available from: [link]
    • Rutkowski TM, Mori H. Tactile and Bone–conduction Auditory Brain Computer Interface for Vision and Hearing Impaired Users. Journal of Neuroscience Methods. 2014;p. Available online 21 April 2014. Available from: [link].