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J-GLOBAL ID:201702216143865440   Reference number:17A0539120

Convolutional neural networks with 3D input for P300 identification in auditory brain-computer interfaces

聴覚による脳コンピュータインタフェースにおけるP300識別のための3D入力を備えた畳込みニューラルネットワーク
Author (4):
Material:
Volume: 116  Issue: 521(NC2016 64-94)  Page: 43-48  Publication year: Mar. 06, 2017 
JST Material Number: S0532B  ISSN: 0913-5685  Document type: Proceedings
Article type: 原著論文  Country of issue: Japan (JPN)  Language: ENGLISH (EN)
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Semi thesaurus term:
Thesaurus term/Semi thesaurus term
Keywords indexed to the article.
All keywords is available on JDreamIII(charged).
On J-GLOBAL, this item will be available after more than half a year after the record posted. In addtion, medical articles require to login to MyJ-GLOBAL.
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JST classification (3):
JST classification
Category name(code) classified by JST.
Man-machine system  ,  Brain and nervous system models  ,  Auditory sense and voice models 
Reference (15):
  • M. D. Vos, K. Gandras, and S. Debener, ′′Towards a truly mobile auditory brain-computer interface: Exploring the P300 to take away,′′ International Journal of Psychophysiology, vol.91, no.1, pp.46-53, 2014, towards mobile EEG. [Online]. Available: http://www.sciencedirect.com/science/article/pii/S0167876013002468
  • B. Z. Allison, D. J. McFarland, G. Schalk, S. D. Zheng, M. M. Jackson, and J. R. Wolpaw, ′′Towards an independent brain-computer interface using steady state visual evoked potentials,′′ Clinical Neurophysiology, vol.119, no.2, pp.399-408, 2008.
  • B. Rebsamen, E. Burdet, C. Guan, H. Zhang, C. L. Teo, Q. Zeng, C. Laugier, and M. H. A. Jr., ′′Controlling a wheelchair indoors using thought,′′ IEEE Intelligent Systems, vol.22, no.2, pp.18-24, March 2007.
  • E. W. Sellers and E. Donchin, ′′A P300-based brain-computer interface: Initial tests by ALS patients,′′ Clinical Neurophysiology, vol.117, no.3, pp.538-548, 2006. [Online]. Available: http://www.sciencedirect.com/science/article/pii/S1388245705004608
  • M. Chang, N. Nishikawa, Z. R. Struzik, K. Mori, S. Makino, D. Mandic, and T. M. Rutkowski, ′′Comparison of P300 Responses in Auditory, Visual and Audiovisual Spatial Speller BCI Paradigms,′′ ArXiv e-prints, Jan. 2013.
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