Almost automorphic solutions;
Clifford-valued neutral-type fuzzy cellular neural networks;
Global exponential stability;
Time scales;
GLOBAL EXPONENTIAL STABILITY;
PERIODIC-SOLUTIONS;
EXISTENCE;
D O I:
10.1016/j.neucom.2020.07.035
中图分类号:
TP18 [人工智能理论];
学科分类号:
081104 ;
0812 ;
0835 ;
1405 ;
摘要:
We propose a class of Clifford-valued neutral-type fuzzy cellular neural network models with leakage delays on time scales, give the definition and basic properties of Clifford-valued almost automorphic functions on time scales, and prove a composition theorem of Clifford-valued almost automorphic functions on time scales, and on this basis, we study the existence and global exponential stability of almost automorphic solutions of this class of neural networks. The research in this paper can unify the research of real-valued neural networks, complex-valued neural networks and quaternion-valued neural networks, as well as the research of continuous-time neural networks and discrete-time neural networks. Finally, an example illustrates the feasibility of the results obtained. (C) 2020 Elsevier B.V. All rights reserved.
机构:
Yangzhou Univ, Dept Math, Yangzhou 225002, Jiangsu, Peoples R China
Huaiyin Normal Univ, Dept Math, Huaian 223300, Jiangsu, Peoples R ChinaYangzhou Univ, Dept Math, Yangzhou 225002, Jiangsu, Peoples R China
Du, Bo
Liu, Yurong
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机构:
Yangzhou Univ, Dept Math, Yangzhou 225002, Jiangsu, Peoples R China
King Abdulaziz Univ, Fac Sci, Dept Math, Jeddah 21521, Saudi ArabiaYangzhou Univ, Dept Math, Yangzhou 225002, Jiangsu, Peoples R China
Liu, Yurong
Batarfi, Hanan Ali
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机构:
King Abdulaziz Univ, Fac Sci, Dept Math, Jeddah 21521, Saudi ArabiaYangzhou Univ, Dept Math, Yangzhou 225002, Jiangsu, Peoples R China
Batarfi, Hanan Ali
Alsaadi, Fuad E.
论文数: 0引用数: 0
h-index: 0
机构:
King Abdulaziz Univ, Fac Engn, Dept Elect & Comp Engn, Jeddah 21589, Saudi ArabiaYangzhou Univ, Dept Math, Yangzhou 225002, Jiangsu, Peoples R China