Two Novel Learning Algorithms for CMAC Neural Network Based on Changeable Learning Rate

Cerebellar Model Articulation Controller Neural Network is a computational model of cerebellum which acts as a lookup table. The advantages of CMAC are fast learning convergence, and capability of mapping nonlinear functions due to its local generalization of weight updating, single structure and ea...

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Bibliographic Details
Main Authors: Nazal Modhej, Mohammad Teshnehlab, Mashallah Abbasi Dezfouli
Format: Article
Language:English
Published: Science and Research Branch,Islamic Azad University 2015-02-01
Series:Journal of Advances in Computer Engineering and Technology
Subjects:
Online Access:https://jacet.srbiau.ac.ir/article_6107_aaa4c27e8f25242fed342b4f25718026.pdf