Artificial neural networks (the multilayer perceptron) - A review of applications in the atmospheric sciences

被引：2231

作者：

Gardner, MW ^{[1
]}

Dorling, SR ^{[1
]}

机构：

[1] Univ E Anglia, Sch Environm Sci, Norwich NR4 7TJ, Norfolk, England

来源：

ATMOSPHERIC ENVIRONMENT | 1998年 / 32卷 / 14-15期

关键词：

statistical modelling; neural network; backpropagation; artificial intelligence;

D O I：

10.1016/S1352-2310(97)00447-0

中图分类号：

X [环境科学、安全科学];

学科分类号：

08 ; 0830 ;

摘要：

Artificial neural networks are appearing as useful alternatives to traditional statistical modelling techniques in many scientific disciplines. This paper presents a general introduction and discussion of recent applications of the multilayer perceptron, one type of artificial neural network, in the atmospheric sciences. (C) 1998 Elsevier Science Ltd. All rights reserved.

引用

页码：2627 / 2636

页数：10

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