Three-layer symmetrical and asymmetrical associative memories for image applications

被引：0
|
作者：
Kwan, HK [1 ]
机构：
[1] Univ Windsor, Dept Elect & Comp Engn, Windsor, ON N9B 3P4, Canada
来源：
2005 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS (ISCAS), VOLS 1-6, CONFERENCE PROCEEDINGS | 2005年
关键词：
D O I：
10.1109/ISCAS.2005.1465198
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
In this paper, three-layer bidirectional symmetrical and asymmetrical. associative memories are presented. The networks possess desired structural features of a bidirectional associative memory and a three-layer feedforward neural network and are able to learn and recall binary alphanumeral patterns and gray level images. The network allows two modes of memory recall, namely, recalling by a pattern-pair from both the input and the output layers, and recalling by single-pattern from either the input layer or the output layer. Simulation results on alpha-numeral and face image types of pattern learning and recall problems are provided.
引用
收藏
页码：2759 / 2762
页数：4
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