MODULATION OF FUNCTION AND GATED LEARNING IN A NETWORK MEMORY

被引：12

作者：

ABBOTT, LF ^{[1
]}

机构：

[1] BRANDEIS UNIV,CTR COMPLEX SYST,WALTHAM,MA 02254

来源：

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA | 1990年 / 87卷 / 23期

关键词：

associative memory; model neuron; neuromodulation; synaptic plasticity;

D O I：

10.1073/pnas.87.23.9241

中图分类号：

O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];

学科分类号：

07 ; 0710 ; 09 ;

摘要：

Memory and learning are studied in a model neural network made from component cells with a variety of realistic intrinsic dynamic behaviors. Modulation of intrinsic cellular characteristics causes a network to switch between two entirely different modes of operation. In one mode the network acts as a selective, long-term associative memory, whereas in the other it is a nonselective, short-term latching memory. Such functional modulation can be used as a mechanism for initiating and terminating learning in a network associative memory.

引用

页码：9241 / 9245

页数：5

共 41 条

[1] Learning in neural network memories [J].