Multidirectional associative memory with two hidden layers

被引：5
|
作者：
Kobayashi, Masaki [1 ]
Nakajima, Akihiro [1 ]
Kitahara, Michimasa [1 ]
机构：
[1] Univ Yamanashi, Kofu, Yamanashi 4008511, Japan
来源：
IEEJ TRANSACTIONS ON ELECTRICAL AND ELECTRONIC ENGINEERING | 2013年 / 8卷 / 03期
关键词：
neural networks; multidirectional associative memory; hidden layer; storage capacity; SYSTEMS;
D O I：
10.1002/tee.21855
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：
Multidirectional Associative Memory (MAM) is an associative memory model that can deal with multiple associations. It can be considered as a generalized Bidirectional Associative Memory (BAM). Multidirectional Associative Memory with a Hidden Layer (MAMH) improves the storage capacity of MAM. However, the improvement is limited. In this paper, we propose Multidirectional Associative Memory with Two Hidden Layers (MAMTH). It can provide, theoretically unlimited, much larger storage capacity. (c) 2013 Institute of Electrical Engineers of Japan. Published by John Wiley & Sons, Inc.
引用
收藏
页码：299 / 300
页数：2
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