システム情報研究科　コンピュータサイエンス専攻　科目一覧　- シラバス -

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	共通科目
授業形態	講義
学期	春C
時限	水2,3
教室	3B302
授業概要	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.
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;
予備知識
授業内容	Introduction to computational neuroscience, neurotechnology applications, Kalman filtering and neuronal models. Understanding and modeling of brain cortical dynamics. Invasive brain-machine interfaces (BMI) - good quality of brainwaves yet with possible medical complications. Non-invasive brain-computer interfaces (BCI) - lower brainwaves quality yet with fantastic and safe application possibilities. Assimilating brains, brain-to-brain interfaces, future challenges and the lecture series summary.
教科書	http://tomek.bci-lab.info/teaching/cn
参考書	Schiff SJ. Neural Control Engineering - The Emerging Intersection between Control Theory and Neuroscience. MIT Press; 2011. http://mitpress.mit.edu/books/neural-control-engineering 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 and short quizzes after some lectures.
TF・TA