@inproceedings{b1a4ed8092fc42328d29df7c9ec2ada7,
title = "A RPROP method with Weight Perturbation",
abstract = "In this paper we present an improved 'Resilient Backpropagation' method using weight perturbation technique. This method is designed to provide a very simple and effective means of searching the minima of objective function directly without any computation of derivative values. Therefore, it can be applied in hardware implementations easily. We test this algorithm on benchmark problems. For all problems, the systems are shown to be trained efficiently by our method.",
keywords = "Hardware implementations, RPROP, Weight perturbation",
author = "Wang, {X. G.} and Sun, {W. D.} and Z. Tang and H. Tamura and M. Ishii",
note = "Publisher Copyright: {\textcopyright} 2003 SICE.; SICE 2003 Annual Conference, SICE 2003 ; Conference date: 04-08-2003 Through 06-08-2003",
year = "2003",
language = "英語",
series = "Proceedings of the SICE Annual Conference",
publisher = "Society of Instrument and Control Engineers (SICE)",
pages = "634--637",
booktitle = "SICE 2003 Annual Conference, SICE 2003",
}