IEEE - Institute of Electrical and Electronics Engineers, Inc. - Nonmonotone learning rules for backpropagation networks

ICECS'99. Proceedings of ICECS'99. 6th IEEE International Conference on Electronics, Circuits and Systems

Author(s): Plagianakos, V.P. ; Magoulas, G.D. ; Vrahatis, M.N.
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 January 1999
Conference Location: Pafos, Cyprus, Cyprus
Conference Date: 5 September 1999
Volume: 1
ISBN (Paper): 0-7803-5682-9
DOI: 10.1109/ICECS.1999.812280
Regular:

In this paper we study nonmonotone learning rules, based on an acceptability criterion for the calculated learning rate. More specifically, we impose that the error function value at each epoch... View More

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