NECESSARY AND SUFFICIENT CONDITION FOR ABSOLUTE STABILITY OF NEURAL NETWORKS - COMMENT

Authors
KASZKUREWICZ E BHAYA A
Citation
E. Kaszkurewicz et A. Bhaya, NECESSARY AND SUFFICIENT CONDITION FOR ABSOLUTE STABILITY OF NEURAL NETWORKS - COMMENT, IEEE transactions on circuits and systems. 1, Fundamental theory andapplications, 42(8), 1995, pp. 497-499
Citations number
8
Categorie Soggetti
Engineering, Eletrical & Electronic
Journal title
IEEE transactions on circuits and systems. 1, Fundamental theory andapplications → ACNP
ISSN journal
10577122
Volume
42
Issue
8
Year of publication
1995
Pages
497 - 499
Database
ISI
SICI code
1057-7122(1995)42:8<497:NASCFA>2.0.ZU;2-U
Abstract
This letter points out that a Liapunov function used by the present au thors in an earlier publication on absolute and structural stability o f neural circuits easily proves a stronger version of the sufficient p art of the result contained in the note(1) as well as in a subsequent publication. Comments are made on the set of interconnection matrices that determine necessary and sufficient conditions for absolute stabil ity of the class of neural circuits considered and as a consequence a conjecture is formulated.