Asia-Pacific Signal and Information Processing Association (APSIPA) - Subspace-constrained multilinear discriminant analysis for ERP-based brain computer interface classification

2015 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA)

Author(s): Hiroshi Higashi ; Tomasz M. Rutkowski ; Toshihisa Tanaka ; Yuichi Tanaka
Publisher: Asia-Pacific Signal and Information Processing Association (APSIPA)
Publication Date: 1 December 2015
Conference Location: Hong Kong, China
Conference Date: 16 December 2015
Page(s): 934 - 940
ISBN (Electronic): 978-9-8814-7680-7
DOI: 10.1109/APSIPA.2015.7415409
Regular:

Classification in brain computer interfaces (BCIs) frequently suffers from small sample problem which leads an ill-posed problem and overfitting/overtraining. To avoid and reduce the... View More

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