Chaotic neural networks and its application in associative memory

Chunbo Xiu; Xiangdong Liu; Yuhe Zhang

Chaotic neural networks and its application in associative memory

Chunbo Xiu^*
, Xiangdong Liu
, Yuhe Zhang

^*Corresponding author for this work

School of Automation

Beijing Institute of Technology

Research output: Contribution to journal › Article › peer-review

Abstract

A new chaotic neural networks and its learning method are proposed. The learning method takes account of the correlations among the components of the input pattern. The chaotic neural networks can be applied in the multi-values associative memory. Compared with the present chaotic neural networks, it has better performances.

Original language	English
Pages (from-to)	19-20+114
Journal	Jisuanji Gongcheng/Computer Engineering
Volume	31
Issue number	7
Publication status	Published - 5 Apr 2005

Keywords

Associative memory
Chaotic neural networks
Gray-scale images
Learning method

Cite this

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title = "Chaotic neural networks and its application in associative memory",

abstract = "A new chaotic neural networks and its learning method are proposed. The learning method takes account of the correlations among the components of the input pattern. The chaotic neural networks can be applied in the multi-values associative memory. Compared with the present chaotic neural networks, it has better performances.",

keywords = "Associative memory, Chaotic neural networks, Gray-scale images, Learning method",

author = "Chunbo Xiu and Xiangdong Liu and Yuhe Zhang",

year = "2005",

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AU - Xiu, Chunbo

AU - Liu, Xiangdong

AU - Zhang, Yuhe

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AB - A new chaotic neural networks and its learning method are proposed. The learning method takes account of the correlations among the components of the input pattern. The chaotic neural networks can be applied in the multi-values associative memory. Compared with the present chaotic neural networks, it has better performances.

KW - Associative memory

KW - Chaotic neural networks

KW - Gray-scale images

KW - Learning method

UR - https://www.scopus.com/pages/publications/17944367652

M3 - Article

AN - SCOPUS:17944367652

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JO - Jisuanji Gongcheng/Computer Engineering

JF - Jisuanji Gongcheng/Computer Engineering

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Chaotic neural networks and its application in associative memory

Abstract

Keywords

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