CANONICAL PIECEWISE-LINEAR APPROXIMATIONS

被引：71
|
作者：
LIN, JN
UNBEHAUEN, R
机构：
[1] Lehrstuhl fur Allgemeine und Theoretische Elektrotechnik, Universität Erlangen-NUrnberg, D-8520, Erlangen
来源：
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-FUNDAMENTAL THEORY AND APPLICATIONS | 1992年 / 39卷 / 08期
关键词：
D O I：
10.1109/81.168933
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：
In this paper the canonical representation of piecewise-linear functions is considered as a universal approximation scheme of multivariate functions. Meanwhile, two universal approximation schemes in terms of combinations of univariate canonical piecewise-linear functions are proposed. Our discussion supports the application of these schemes in mapping networks, e.g., neural networks or adaptive nonlinear filters.
引用
收藏
页码：697 / 699
页数：3
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