Chaotic multidirectional associative memory
Chaotic multidirectional associative memory
复制标题
混沌多向联想记忆
DOI：
10.1109/icnn.1997.616205
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发表时间：
1997
期刊：
影响因子：
--
通讯作者：
M. Hagiwara
中科院分区：
文献类型：
--
作者：
Y. Osana;M. Hattori;M. Hagiwara
提出了一种混沌多向联想记忆（CMAM），并进行了仿真。它可以处理多对多的关联，结构非常简单。此外，在CMAM的关联中观察到与心理事实（启动效应）的相似性。为了实现多对多关联，CMAM将每个训练数据与其自身的上下文信息一起存储，并采用混沌神经元。由于混沌神经元通过混沌改变其状态，因此CMAM可以实现多对多的联想。
A chaotic multidirectional associative memory (CMAM) is proposed and simulated. It can deal with many-to-many associations and the structure is very simple. Furthermore, similarity to a psychological fact (priming effect) is observed in the association of the CMAM. In order to enable many-to-many associations, the CMAM memorizes each training data together with its own contextual information and employs chaotic neurons. Since the chaotic neurons change their states by chaos, many-to-many associations can be realized in the CMAM.