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
Link To Document :
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