A Learning Method for Neural Networks Based on a Pseudoinverse Technique

A theoretical formulation of a fast learning method based on a pseudoinverse technique is presented. The efficiency and robustness of the method are verified with the help of an Exclusive OR problem and a dynamic system identification of a linear single degree of freedom mass–spring problem. It is o...

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Bibliographic Details
Main Authors: Chinmoy Pal, Ichiro Hagiwara, Naoki Kayaba, Shin Morishita
Format: Article
Language:English
Published: Hindawi Limited 1996-01-01
Series:Shock and Vibration
Online Access:http://dx.doi.org/10.3233/SAV-1996-3306