Library Subscription: Guest
Begell Digital Portal Begell Digital Library eBooks Journals References & Proceedings Research Collections
Journal of Automation and Information Sciences
SJR: 0.232 SNIP: 0.464 CiteScore™: 0.27

ISSN Print: 1064-2315
ISSN Online: 2163-9337

Volume 51, 2019 Volume 50, 2018 Volume 49, 2017 Volume 48, 2016 Volume 47, 2015 Volume 46, 2014 Volume 45, 2013 Volume 44, 2012 Volume 43, 2011 Volume 42, 2010 Volume 41, 2009 Volume 40, 2008 Volume 39, 2007 Volume 38, 2006 Volume 37, 2005 Volume 36, 2004 Volume 35, 2003 Volume 34, 2002 Volume 33, 2001 Volume 32, 2000 Volume 31, 1999 Volume 30, 1998 Volume 29, 1997 Volume 28, 1996

Journal of Automation and Information Sciences

DOI: 10.1615/JAutomatInfScien.v36.i4.70
pages 53-62

On Selecting Basis Functions in CMAC Neural Network

Oleg G. Rudenko
Kharkov National University of Radio and Electronics, Kharkov
Alexander A. Bessonov
Kharkov National University of Radioelectronics, Kharkov, Ukraine


The problem of selection of basis (activation) functions of neurons of an artificial neural network CMAC and related to that properties of information encoding are investigated. A general algorithm of network learning is described. Results of simulation are presented.

Articles with similar content:

Investigating Dynamics of One Weakly Nonlinear System with Delay Argument
Journal of Automation and Information Sciences, Vol.50, 2018, issue 1
Jozef Diblik, Denis Ya. Khusainov, Andrey V. Shatyrko, Jaromir Bashtinec
A Growing Cell Neural Network Structure with Backpropagation Learning Algorithm
Telecommunications and Radio Engineering, Vol.56, 2001, issue 1
Karina Toscano-Medina, Gabriel Sanchez-Perez, Mariko Nakano Miyatake, Hector Manuel Perez-Meana
Identification of Nonlinear Nonstationary Objects Using Evolving Radial Basis Network
Journal of Automation and Information Sciences, Vol.44, 2012, issue 8
Alexander A. Bezsonov, Oleg G. Rudenko
Robust Multiobjective Identification of Nonlinear Objects Based on Evolving Radial Basis Networks
Journal of Automation and Information Sciences, Vol.45, 2013, issue 9
Alexander A. Bezsonov, Oleg G. Rudenko
Heat Transfer Research, Vol.45, 2014, issue 5
Safa Chouchane, Kais Bouzrara, Hassani Messaoud