Title of article :
Global dissipativity of mixed time-varying delayed neural networks with discontinuous activations
Author/Authors :
Duan، نويسنده , , Lian and Huang، نويسنده , , Lihong، نويسنده ,
Issue Information :
روزنامه با شماره پیاپی سال 2014
Abstract :
In this paper, the problems of global dissipativity are investigated for neural networks with mixed time-varying delays and discontinuous activations. Some new criteria for checking the global dissipativity of the addressed neural networks are established by constructing appropriate Lyapunov functionals and employing the theory of Filippov systems and M-matrix properties. Finally, two numerical examples with simulations are presented to demonstrate the effectiveness of the theoretical results.
Keywords :
Discontinuous activation , Mixed delayed neural networks , Global dissipativity , Positive invariant set , Globally attractive set
Journal title :
Communications in Nonlinear Science and Numerical Simulation
Journal title :
Communications in Nonlinear Science and Numerical Simulation