IEEE - Institute of Electrical and Electronics Engineers, Inc. - Competitive Mixtures of Simple Neurons

2006 18th International Conference on Pattern Recognition

Author(s): K. Sridharan ; M.J. Beal ; V. Govindaraju
Sponsor(s): IEEE CPS
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 January 2006
Conference Location: Hong Kong, China
Conference Date: 20 August 2006
Volume: 2
Page(s): 494 - 497
ISBN (Paper): 0-7695-2521-0
ISSN (Paper): 1051-4651
DOI: 10.1109/ICPR.2006.394
Regular:

We propose a competitive finite mixture of neurons (or perceptrons) for solving binary classification problems. Our classifier includes a prior for the weights between different neurons such that... View More

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