Open AccessSynchronization of delayed discrete-time neural networks
Author(s) -
Ranchao Wu
Publication year - 2009
Publication title -
wuli xuebao
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.199
H-Index - 47
ISSN - 1000-3290
DOI - 10.7498/aps.58.139
Subject(s) - synchronization (alternating current) , control theory (sociology) , differentiable function , artificial neural network , computer science , discrete time and continuous time , controller (irrigation) , state (computer science) , scheme (mathematics) , control (management) , mathematics , algorithm , mathematical analysis , artificial intelligence , statistics , agronomy , biology , computer network , channel (broadcasting)
Using delayed state-feedback controller and analytic technique, the synchronization control of discrete-time neural network with delay is investigated. Sufficient conditions guaranteeing the synchronized behavior are obtained without assuming the boundedness and differentiability of activation functions. Numerical simulations show the effectiveness of the control scheme.