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  5. Sliding Intermittent Control for BAM Neural Networks with Delays

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Article
English
2013

Sliding Intermittent Control for BAM Neural Networks with Delays

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English
2013
Abstract and Applied Analysis
Vol 2013
DOI: 10.1155/2013/615947

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Hamid Reza Karimi
Hamid Reza Karimi

Politecnico di Milano

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Jianqiang Hu
Jinling Liang
Hamid Reza Karimi
+1 more

Abstract

This paper addresses the exponential stability problem for a class of delayed bidirectional associative memory (BAM) neural networks with delays. A sliding intermittent controller which takes the advantages of the periodically intermittent control idea and the impulsive control scheme is proposed and employed to the delayed BAM system. With the adjustable parameter taking different particular values, such a sliding intermittent control method can comprise several kinds of control schemes as special cases, such as the continuous feedback control, the impulsive control, the periodically intermittent control, and the semi-impulsive control. By using analysis techniques and the Lyapunov function methods, some sufficient criteria are derived for the closed-loop delayed BAM neural networks to be globally exponentially stable. Finally, two illustrative examples are given to show the effectiveness of the proposed control scheme and the obtained theoretical results.

How to cite this publication

Jianqiang Hu, Jinling Liang, Hamid Reza Karimi, Jinde Cao (2013). Sliding Intermittent Control for BAM Neural Networks with Delays. Abstract and Applied Analysis, 2013, pp. 1-15, DOI: 10.1155/2013/615947.

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Publication Details

Type

Article

Year

2013

Authors

4

Datasets

0

Total Files

0

Language

English

Journal

Abstract and Applied Analysis

DOI

10.1155/2013/615947

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