DISCRETE-TIME CELLULAR NEURAL NETWORKS FOR ASSOCIATIVE MEMORIES WITH LEARNING AND FORGETTING CAPABILITIES

被引：62

作者：

BRUCOLI, M

CARNIMEO, L

GRASSI, G

机构：

[1] Dipartimento di Elettrotecnica ed Elettronica, Politecnico di Bari

来源：

IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-FUNDAMENTAL THEORY AND APPLICATIONS | 1995年 / 42卷 / 07期

关键词：

D O I：

10.1109/81.401156

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：

A synthesis procedure for associative memories using Discrete-Time Cellular Neural Networks (DTCNN's) with learning and forgetting capabilities is presented. The proposed design technique generates networks with the capability of learning new patterns and forgetting old ones without recomputing the whole interconnection matrix and the input vector.

引用

页码：396 / 399

页数：4

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