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
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.