University of Surrey

Test tubes in the lab Research in the ATI Dance Research

Circulant matrices and the stability of a class of CNNs

Joy, MP and Tavsanoglu, V (1996) Circulant matrices and the stability of a class of CNNs International Journal of Circuit Theory and Applications, 24 (1). pp. 7-13.

Full text not available from this repository.

Abstract

In this paper we show that feedback matrices of ring CNNs are block circulants; as special cases, for example, feedback matrices of one-dimensional ring CNNs are circulant matrices. Circulants and their close relations the block circulants possess many pleasant properties which allow one to describe their spectrum completely. After deriving the spectrum of the feedback operator, we discuss conditions for a CNN to be contractive, ensuring global asymptotic stability.

Item Type: Article
Authors :
NameEmailORCID
Joy, MPm.joy@surrey.ac.ukUNSPECIFIED
Tavsanoglu, VUNSPECIFIEDUNSPECIFIED
Date : 1 January 1996
Depositing User : Symplectic Elements
Date Deposited : 17 May 2017 10:29
Last Modified : 17 May 2017 14:49
URI: http://epubs.surrey.ac.uk/id/eprint/828005

Actions (login required)

View Item View Item

Downloads

Downloads per month over past year


Information about this web site

© The University of Surrey, Guildford, Surrey, GU2 7XH, United Kingdom.
+44 (0)1483 300800