IEEE - Institute of Electrical and Electronics Engineers, Inc. - The Use of isometric transformations and bayesian estimation in compressive sensing for fMRI classification

ICASSP 2010 - 2010 IEEE International Conference on Acoustics, Speech and Signal Processing

Author(s): Carmi, A. ; Sainath, T.N. ; Gurfil, P. ; Kanevsky, D. ; Nahamoo, D. ; Ramabhadran, B.
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 March 2010
Conference Location: Dallas, TX, USA, USA
Conference Date: 14 March 2010
Page(s): 493 - 496
ISBN (CD): 978-1-4244-4296-6
ISBN (Paper): 978-1-4244-4295-9
ISSN (CD): 1520-6149
ISSN (Paper): 1520-6149
DOI: 10.1109/ICASSP.2010.5495673
Regular:

Compressive sensing (CS) is a popular technique used to reconstruct a signal from few training examples, a problem which arises in many machine learning applications. In this paper, we introduce a... View More

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