筑波大学｜システム情報工学研究科｜コンピュータサイエンス専攻｜科目一覧
Introduction to Computational Neuroscience for Engineers
担当教員
ルトコフスキ ト マシュ マチェイ (Tomasz M. Rutkowski)
電子メール tomek@bci-lab.info
URL http://tomek.bci-lab.info/teaching/cn
オフィスアワー Flexible arrangements.
科目番号 01CH506
分野 メディア工学
基礎／専門の別 専門科目
授業形態 講義
開講学期 春AB
時限 木4
教室 3B302
キーワード ブレインコンピュータインタフェース・ヒューマンコンピュータインタフ ェース
Keyword brain-computer interface; brain style computing; computational neuroscience; brain-style intelligent systems;
前提条件
学習目標
概要 The lecture course will introduce neurotechnology applications connecting directly our brains with machines. Computational neuroscience is an approach to understanding the development and function of our brains. The lecture course will introduce the computational neuroscience basics and the brain-computer interface (BCI) solutions will serve as examples of neurotechnology applications. Basic level of computational engineering mathematics and understanding of the technical English will be necessary to follow the content of the course.
授業計画
  1. Introduction to computational neuroscience and neurotechnology applications.
  2. Kalman filtering and neuronal models.
  3. Understanding and modeling of brain cortical dynamics.
  4. Invasive brain-machine interfaces (BMI) - good quality of brainwaves yet with possible medical complications.
  5. Non-invasive brain-computer interfaces (BCI) - lower brainwaves quality yet with fantastic and safe application possibilities.
  6. Brain stimulation for research and medical purposes.
  7. Brain-to-brain interfaces.
  8. Assimilating brains.
  9. Sleeping brain.
  10. Future challenges and the lecture series summary. 
教科書 http://tomek.bci-lab.info/teaching/cn
参考書
  1. 2012 edition of Brain Facts available as a PDF, EPUB or MOBI file, or listen to an audio recording (also available through iTunes U).
  2. Zander T. Did you know...? Brain Products, Version (Leaflet) V001/2012. Available from [link]
  3. Schiff SJ. Neural Control Engineering - The Emerging Intersection between Control Theory and Neuroscience. MIT Press; 2011. http://mitpress.mit.edu/books/neural-control-engineering
  4. Sornmo L, Laguna P. Bioelectrical Signal Processing in Cardiac and Neurological Applications. Elsevier Academic Press; 2005. http://granat.eit.lth.se/~elektrovetenskap/biosignal/
成績評価 Attendance, short quizzes after some lectures, and a final test.
TF・TA
その他の情報
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