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A Time-Varying Fuzzy Parameter Zeroing Neural Network for the Synchronization of Chaotic Systems

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成果类型:
期刊论文
作者:
Jin, Jie;Chen, Weijie;Ouyang, Aijia;Yu, Fei;Liu, Haiyan
通讯作者:
Ouyang, AJ
作者机构:
[Chen, Weijie; Jin, Jie] Hunan Univ Sci & Technol, Sch Informat & Elect Engn, Xiangtan 411201, Peoples R China.
[Jin, Jie; Liu, Haiyan] Changsha Med Univ, Hunan Key Lab Res & Dev Novel Pharmceut Preparat, Changsha 410219, Peoples R China.
[Ouyang, Aijia; Ouyang, AJ] Zunyi Normal Univ, Sch Informat Engn, Zunyi 563006, Peoples R China.
[Yu, Fei] Changsha Univ Sci & Technol, Sch Comp & Commun Engn, Changsha 410114, Peoples R China.
通讯机构:
[Ouyang, AJ ] Z
Zunyi Normal Univ, Sch Informat Engn, Zunyi 563006, Peoples R China.
语种:
英文
关键词:
chaos synchronization;Chaotic communication;Convergence;convergence;FPGA;Fuzzy logic;fuzzy logic system;Mathematical models;Neural networks;Robustness;robustness;Synchronization;Zeroing neural network
期刊:
IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTATIONAL INTELLIGENCE
ISSN:
2471-285X
年:
2023
卷:
8
期:
1
页码:
364-376
基金类别:
10.13039/501100001809-National Natural Science Foundation of China (Grant Number: 62273141 and 62062071) Science and Technology Project of Guizhou (Grant Number: [2017]1207) Scientific Research Fund of Hunan Provincial Education Department (Grant Number: 20B216)
机构署名:
本校为其他机构
院系归属:
计算机与通信工程学院
摘要:
Zeroing neural network (ZNN) has been applied to various time-varying problems solving, and numerous ZNN models have been developed in recent years, such as power-type varying-parameter ZNN (PT-VR-ZNN) for solving time-varying quadratic minimization problems, adaptive fuzzy-type ZNN (AFT-ZNN) for solving time-variant matrix inversion and fuzzy power ZNN (FPZNN) for solving time-varying quadratic programming problems. As a time-varying problem and imperative research hot spot in science and engineering, the synchronization of chaotic systems has developed for decades. However, the research on c...

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