Bifurcation and chaos in noninteger order cellular neural networks

被引:177
作者
Arena, P [1 ]
Caponetto, R [1 ]
Fortuna, L [1 ]
Porto, D [1 ]
机构
[1] Univ Catania, Dipartimento Electtr Elettron & Sistemist, I-95125 Catania, Italy
来源
INTERNATIONAL JOURNAL OF BIFURCATION AND CHAOS | 1998年 / 8卷 / 07期
关键词
D O I
10.1142/S0218127498001170
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
In this paper a new class of Cellular Neural Networks (CNNs) is introduced. The peculiarity of the new CNN model consists in replacing the traditional first order cell with a noninteger order one. The introduction of fractional order cells, with a suitable choice of the coupling parameters, leads to the onset of chaos in a two-cell system of a total order of less than three. A theoretical approach, based on the interaction between equilibrium points and limit cycles, is used to discover chaotic motions in fractional CNNs.
引用
收藏
页码:1527 / 1539
页数:13
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