Study on the amplitude conversion pulses method to control chaos in discrete neural networks

Daihai He; Jianxue Xu

Study on the amplitude conversion pulses method to control chaos in discrete neural networks

Research output: Journal article publication › Journal article › Academic research › peer-review

Abstract

In this paper the chaos and controlling chaos in a class of discrete neural networks are studied. The law of the basin division of the chaos attractors in a class of neural oscillators is put forward. The use of the periodic proprotional pulses method (GM method) to control chaos in discrete neural networks is also studied in this paper. The amplitude conversion pulses method is advanced, which has more advantage than the GM method.

Original language	English
Journal	Kongzhi Lilun Yu Yingyong/Control Theory and Applications
Volume	16
Issue number	2
Publication status	Published - 1 Dec 1999
Externally published	Yes

Keywords

Chaos
Controlling chaos
Neural network
Nonlinear

ASJC Scopus subject areas

Control and Systems Engineering
Electrical and Electronic Engineering

Cite this

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title = "Study on the amplitude conversion pulses method to control chaos in discrete neural networks",

abstract = "In this paper the chaos and controlling chaos in a class of discrete neural networks are studied. The law of the basin division of the chaos attractors in a class of neural oscillators is put forward. The use of the periodic proprotional pulses method (GM method) to control chaos in discrete neural networks is also studied in this paper. The amplitude conversion pulses method is advanced, which has more advantage than the GM method.",

keywords = "Chaos, Controlling chaos, Neural network, Nonlinear",

author = "Daihai He and Jianxue Xu",

year = "1999",

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journal = "Kongzhi Lilun Yu Yingyong/Control Theory and Applications",

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publisher = "South China University of Technology",

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T1 - Study on the amplitude conversion pulses method to control chaos in discrete neural networks

AU - He, Daihai

AU - Xu, Jianxue

PY - 1999/12/1

Y1 - 1999/12/1

N2 - In this paper the chaos and controlling chaos in a class of discrete neural networks are studied. The law of the basin division of the chaos attractors in a class of neural oscillators is put forward. The use of the periodic proprotional pulses method (GM method) to control chaos in discrete neural networks is also studied in this paper. The amplitude conversion pulses method is advanced, which has more advantage than the GM method.

AB - In this paper the chaos and controlling chaos in a class of discrete neural networks are studied. The law of the basin division of the chaos attractors in a class of neural oscillators is put forward. The use of the periodic proprotional pulses method (GM method) to control chaos in discrete neural networks is also studied in this paper. The amplitude conversion pulses method is advanced, which has more advantage than the GM method.

KW - Chaos

KW - Controlling chaos

KW - Neural network

KW - Nonlinear

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M3 - Journal article

SN - 1000-8152

VL - 16

JO - Kongzhi Lilun Yu Yingyong/Control Theory and Applications

JF - Kongzhi Lilun Yu Yingyong/Control Theory and Applications

IS - 2

ER -

Study on the amplitude conversion pulses method to control chaos in discrete neural networks

Abstract

Keywords

ASJC Scopus subject areas

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