Nonlinear Dynamics and Chaos in Fractional-Order Hopfield Neural Networks with Delay
Joint Authors
Source
Advances in Mathematical Physics
Issue
Vol. 2013, Issue 2013 (31 Dec. 2013), pp.1-9, 9 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2013-11-13
Country of Publication
Egypt
No. of Pages
9
Main Subjects
Abstract EN
A fractional-order two-neuron Hopfield neural network with delay is proposed based on the classic well-known Hopfield neural networks, and further, the complex dynamical behaviors of such a network are investigated.
A great variety of interesting dynamical phenomena, including single-periodic, multiple-periodic, and chaotic motions, are found to exist.
The existence of chaotic attractors is verified by the bifurcation diagram and phase portraits as well.
American Psychological Association (APA)
Huang, Xia& Wang, Zhen& Li, Yuxia. 2013. Nonlinear Dynamics and Chaos in Fractional-Order Hopfield Neural Networks with Delay. Advances in Mathematical Physics،Vol. 2013, no. 2013, pp.1-9.
https://search.emarefa.net/detail/BIM-488779
Modern Language Association (MLA)
Huang, Xia…[et al.]. Nonlinear Dynamics and Chaos in Fractional-Order Hopfield Neural Networks with Delay. Advances in Mathematical Physics No. 2013 (2013), pp.1-9.
https://search.emarefa.net/detail/BIM-488779
American Medical Association (AMA)
Huang, Xia& Wang, Zhen& Li, Yuxia. Nonlinear Dynamics and Chaos in Fractional-Order Hopfield Neural Networks with Delay. Advances in Mathematical Physics. 2013. Vol. 2013, no. 2013, pp.1-9.
https://search.emarefa.net/detail/BIM-488779
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-488779