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Application of Hopfield network in Grayscale image recognition

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成果類型:
期刊論文、會議論文
作者:
Tu, Li;Liao, Zhiping;Zhang, Chi
通訊作者:
Tu, L.(tulip1907@163.com)
作者機構:
[Zhang, Chi; Tu, Li; Liao, Zhiping] Hunan City Univ, Dept Comp Sci, Yiyang 413000, Hunan, Peoples R China.
語種:
英文
關鍵詞:
reduced Cohen-Grossberg neural network;neural associative memory;image retrieval
期刊:
ADVANCES IN COMPUTER SCIENCE AND EDUCATION
ISSN:
1867-5662
年:
2012
卷:
140
頁碼:
171-175
會議名稱:
2011 International Conference on Computer Science and Education, CSE 2011
會議論文集名稱:
Advances in Intelligent and Soft Computing
會議時間:
November 26, 2011 - November 27, 2011
會議地點:
Wuhan, China
會議主辦單位:
(1) Department of Computer Science, Hunan City University, Yiyang, Hunan 413000, China
會議贊助商:
Beijing Gireida Education Co. Ltd;International Science and Education Researcher Association;VIP Information Conference Center;Wuhan University of Science and Technology
主編:
Xie, A Huang, X
出版者:
Springer Verlag
機構署名:
本校為第一機構
院系歸屬:
信息與電子工程學院
摘要:
The applications of neural associative memories in image retrieval are studied based on a class of reduced Cohen-Grossberg neural networks and continuous-time Hopfield network. Numerical simulations show that the designed networks can perform as efficient noise-reducing systems. &copy;2012 Springer-Verlag GmbH.<br/>

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