Global exponential stability of the periodic solution of a delayed neural network with discontinuous activations
Articolo
Data di Pubblicazione:
2005
Citazione:
Global exponential stability of the periodic solution of a delayed neural network with discontinuous activations / Papini, D., Taddei, V.. - In: PHYSICS LETTERS A. - ISSN 0375-9601. - STAMPA. - 343:1-3(2005), pp. 117-128. [10.1016/j.physleta.2005.06.015]
Abstract:
Delayed neural networks with periodic coefficients and discontinuous and/or unbounded activation functions are investigated by means of Lyapunov theory and fixed point theorems. We obtain conditions, independent from the delay, assuring the existence of an unique limit cycle, which is globally exponential stable.
Tipologia CRIS:
Articolo su rivista
Keywords:
Delayed neural networks; discontinuous unbounded activation functions; limit cycle; global exponential stability
Elenco autori:
Papini, D; Taddei, Valentina
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