A COMMENT ON COMMENTS ON NECESSARY AND SUFFICIENT CONDITION FOR ABSOLUTE STABILITY OF NEURAL NETWORKS

Authors
ARIK S TAVSANOGLU V
Citation
S. Arik et V. Tavsanoglu, A COMMENT ON COMMENTS ON NECESSARY AND SUFFICIENT CONDITION FOR ABSOLUTE STABILITY OF NEURAL NETWORKS, IEEE transactions on circuits and systems. 1, Fundamental theory andapplications, 45(5), 1998, pp. 595-596
Citations number
7
Categorie Soggetti
Engineering, Eletrical & Electronic
Journal title
IEEE transactions on circuits and systems. 1, Fundamental theory andapplications → ACNP
ISSN journal
10577122
Volume
45
Issue
5
Year of publication
1998
Pages
595 - 596
Database
ISI
SICI code
1057-7122(1998)45:5<595:ACOCON>2.0.ZU;2-M
Abstract
This letter points out that a new majorization of the derivative of th e Lyapunov function used in the above letter, (1)gives a new, weaker c ondition on the interconnection matrix that is sufficient for the glob al asymptotic stability (GAS) of the equilibrium point for dynamical n eural networks. The result also includes some earlier results derived in the literature.