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Polyhedral Lyapunov functions structurally ensure global asymptotic stability of dynamical networks iff the Jacobian is non-singular.
Franco Blanchini
Giulia Giordano
Published in:
Autom. (2017)
Keyphrases
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asymptotic stability
sufficient conditions
delayed neural networks
closed loop
delay dependent
terms of linear matrix inequalities
dynamical systems
neural network
control system
basis functions
nonlinear functions