IEEE - Institute of Electrical and Electronics Engineers, Inc. - Invariant Set of Weight of Perceptron Trained by Perceptron Training Algorithm

Author(s): Charlotte Yuk-Fan Ho ; Bingo Wing-Kuen Ling ; Herbert Ho-Ching Iu
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 December 2010
Volume: 40
Page Count: 10
Page(s): 1,521 - 1,530
ISSN (Paper): 1083-4419
ISSN (Online): 1941-0492
DOI: 10.1109/TSMCB.2010.2042444
Regular:

In this paper, an invariant set of the weight of the perceptron trained by the perceptron training algorithm is defined and characterized. The dynamic range of the steady-state values of the... View More

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