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
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;
Conference_Titel :
Natural Computation (ICNC), 2010 Sixth International Conference on
Conference_Location :
Yantai, Shandong
Print_ISBN :
978-1-4244-5958-2
DOI :
10.1109/ICNC.2010.5582371