Home // INFOCOMP 2018, The Eighth International Conference on Advanced Communications and Computation // View article
Authors:
Valery Covachev
Zlatinka Covacheva
Keywords: neural networks; periodic solution; stability.
Abstract:
The global stability of the periodic solution of a discrete-time complex-valued Hopfield neural network is studied. By introducing an appropriate Lyapunov functional it is proved that any two solutions of the system exponentially approach each other with time.
Pages: 1 to 6
Copyright: Copyright (c) IARIA, 2018
Publication date: July 22, 2018
Published in: conference
ISSN: 2308-3484
ISBN: 978-1-61208-655-2
Location: Barcelona, Spain
Dates: from July 22, 2018 to July 26, 2018