DocumentCode
2273119
Title
Dynamics analysis of fractional order three-dimensional Hopfield neural network
Author
Zhang, Ran ; Qi, Dawei ; Wang, Yanzhi
Author_Institution
Northeast Forestry Univ., Harbin, China
Volume
6
fYear
2010
fDate
10-12 Aug. 2010
Firstpage
3037
Lastpage
3039
Abstract
Fractional order three-dimensional Hopfield neural network are considered. The dynamic behaviors of fractional order differential systems have received increasing attention in recent decades. In this paper, a fractional order financial system is proposed. This system displays many interesting dynamic behaviors, such as stability and chaos. We first consider the properties of stability and chaos of fractional order three-dimensional Hopfield neural network, and than investigate the differences from the integer order one by using the qualitative theory. Finally, we give some numerical simulations are carried out to illustrate the obtained results.
Keywords
Hopfield neural nets; differential equations; dynamics analysis; fractional order differential systems; fractional order financial system; fractional order three-dimensional Hopfield neural network; qualitative theory; Artificial neural networks; Chaos; Forestry; Hopfield neural networks; Numerical simulation; Numerical stability; Stability analysis; Hopfield neural network; chaos; fractional order; stability;
fLanguage
English
Publisher
ieee
Conference_Titel
Natural Computation (ICNC), 2010 Sixth International Conference on
Conference_Location
Yantai, Shandong
Print_ISBN
978-1-4244-5958-2
Type
conf
DOI
10.1109/ICNC.2010.5582371
Filename
5582371
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