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混沌神经网络的延时反馈控制
引用本文:何国光,朱萍,陈宏平,曹志彤.混沌神经网络的延时反馈控制[J].浙江大学学报(理学版),2006,33(1):41-43,47.
作者姓名:何国光  朱萍  陈宏平  曹志彤
作者单位:浙江大学,物理系,杭州,310027
基金项目:浙江省教育厅资助项目;教育部留学回国人员科研启动基金
摘    要:提出了一种适合于混沌神经网络的混沌控制方法,延时反馈控制方法,其目的是将混沌神经网络的丰富动力学特性应用于联想记忆、信息检索、组合优化、模式识别、数据压缩等智能信息处理中.利用本文提出的控制方法,对混沌神经网络进行控制,被控网络能收敛于与初始状态相关的记忆模式和反相模式的二周期状态上,从而实现了记忆搜索、模式识别的功能.

关 键 词:混沌控制  延时反馈控制  混沌神经网络
文章编号:1008-9497(2006)01-041-03
收稿时间:2004-12-15
修稿时间:2004-12-15

Delay feedback control method in chaotic neural networks
HE Guo-guang,ZHU Ping,CHEN Hong-ping,CAO Zhi-tong.Delay feedback control method in chaotic neural networks[J].Journal of Zhejiang University(Sciences Edition),2006,33(1):41-43,47.
Authors:HE Guo-guang  ZHU Ping  CHEN Hong-ping  CAO Zhi-tong
Institution:Department of Physics, Zhejiang University, Hangzhou 310027, China
Abstract:An improved delay feedback control method(IDFC) for chaos control in chaotic neural networks was proposed in order to apply rich dynamic behaviors of chaotic neural networks to information processing such as associative memory,information search,combinational optimization,pattern recognition,and data compress,etc.The computer simulation proved that the controlled chaotic neural networks could be converged to period-2 state of the stored pattern and its reverse related to the initial state.The information search and pattern recognition etc.were therefore implemented in chaotic neural networks.
Keywords:controlling chaos  delay feedback control  chaotic neural networks
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