Designing stable neural identifier based on Lyapunov method

The stability of learning rate in neural network identifiers and controllers is one of the challenging issues which attracts great interest from researchers of neural networks. This paper suggests adaptive gradient descent algorithm with stable learning laws for modified dynamic neural network (MDNN...

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Bibliographic Details
Main Authors: F. Alibakhshi, M. Teshnehlab, M. Alibakhshi, M. Mansouri
Format: Article
Language:English
Published: Shahrood University of Technology 2015-10-01
Series:Journal of Artificial Intelligence and Data Mining
Subjects:
Online Access:http://jad.shahroodut.ac.ir/article_501_442d971d7572eb418c7352f17117482a.pdf