Art

J-GLOBAL ID：201402205286284810   Reference number：14A0058298

ベイズ逐次学習によるBrain-Machine Interfaceのユーザビリティ向上

Author (3)： SHIGESUMI SHU (早稲田大 大学院先進理工学研究科) ,  SERIZAWA CHIKAKO (早稲田大 大学院先進理工学研究科) ,  MATSUMOTO TAKASHI (早稲田大 大学院先進理工学研究科)
Material： 電子情報通信学会論文誌 D  (IEICE Transactions on Information and Systems (Japanese Edition))
Volume： J97-D  Issue： 1  Page： 62-74  Publication year： Jan. 01, 2014 
JST Material Number： S0757C  ISSN： 1880-4535  Document type： Article
Article type： 原著論文  Country of issue： Japan (JPN)  Language： JAPANESE (JA)

Thesaurus term： Learning ,  *Machine Learning ,  *man-machine interface ,  *usability ,  visual evoked potential ,  Probability ,  likelihood ,  electrophysiology
Semi thesaurus term： *Bayes learning ,  brain-machine interface ,  *sequential learning

JST classification (2)： Man-machine system  (IB03000G) ,  Artificial intelligence  (JE08000Z)

Reference (17)：

• K. Choi and A. Cichocki, “Control of a wheelchair by motor imagery in real time,“ Proc. 9th International Conference on Intelligent Data Engineering and Automated Learning., New York: Springer, pp.330-337, 2008.
• P. Martinez, H. Bakardjian, and A. Cichocki, “Fully online multicommand brain-computer interface with visual neurofeedback using SSVEP paradigm,“ Comput. Intell. Neurosci., vol.2007, pp.1-9, 2007.
• B. Allison, T. Lüth, D. Valbuena, A. Teymourian, I. Volosyak, and A. Gräser, “BCI demographics: How many (and what kinds of) people can use an SSVEP BCI?,“ IEEE Trans. Neural Syst. Rehabil. Eng., vol.18, no.2, pp.107-115, 2010.
• S.P. Kelly, E.C. Lalor, C. Finucane, G. McDarby, and R.B. Reilly, “Visual spatial attention control in an independent brain-computer interface,“ IEEE Trans. Biomed. Eng., vol.52, no.9, pp.1588-1596, 2005.
• D. Zhang, A. Maye, X. Gao, B. Hong, A.K. Engel, and S. Gao, “An independent brain?computer interface using covert non-spatial visual selective attention,“ J. Neural Engineering., vol.7, p.11, 2010.

Terms in the title (2)： 逐次学習 ,  ユーザビリティ