Multistability and Multiperiodicity for a General Class of Delayed Cohen-Grossberg Neural Networks with Discontinuous Activation Functions
Joint Authors
Source
Discrete Dynamics in Nature and Society
Issue
Vol. 2013, Issue 2013 (31 Dec. 2013), pp.1-11, 11 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2013-06-12
Country of Publication
Egypt
No. of Pages
11
Main Subjects
Abstract EN
A general class of Cohen-Grossberg neural networks with time-varying delays, distributed delays, and discontinuous activation functions is investigated.
By partitioning the state space, employing analysis approach and Cauchy convergence principle, sufficient conditions are established for the existence and locally exponential stability of multiple equilibrium points and periodic orbits, which ensure that n-dimensional Cohen-Grossberg neural networks with k-level discontinuous activation functions can have kn equilibrium points or kn periodic orbits.
Finally, several examples are given to illustrate the feasibility of the obtained results.
American Psychological Association (APA)
Du, Yanke& Li, Yanlu& Xu, Rui. 2013. Multistability and Multiperiodicity for a General Class of Delayed Cohen-Grossberg Neural Networks with Discontinuous Activation Functions. Discrete Dynamics in Nature and Society،Vol. 2013, no. 2013, pp.1-11.
https://search.emarefa.net/detail/BIM-507993
Modern Language Association (MLA)
Du, Yanke…[et al.]. Multistability and Multiperiodicity for a General Class of Delayed Cohen-Grossberg Neural Networks with Discontinuous Activation Functions. Discrete Dynamics in Nature and Society No. 2013 (2013), pp.1-11.
https://search.emarefa.net/detail/BIM-507993
American Medical Association (AMA)
Du, Yanke& Li, Yanlu& Xu, Rui. Multistability and Multiperiodicity for a General Class of Delayed Cohen-Grossberg Neural Networks with Discontinuous Activation Functions. Discrete Dynamics in Nature and Society. 2013. Vol. 2013, no. 2013, pp.1-11.
https://search.emarefa.net/detail/BIM-507993
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-507993