Programmable digital neuron using pulsewidth-coded data

被引：0

作者：

Lan, KT ^{[1
]}

Kang, SH ^{[1
]}

Tan, MC ^{[1
]}

Choo, YK ^{[1
]}

机构：

[1] Nanyang Technol Univ, Sch Elect & Elect Engn, Ctr Microelect, Singapore 639798, Singapore

来源：

MICROPROCESSORS AND MICROSYSTEMS | 1998年 / 21卷 / 05期

关键词：

pulse-width; Gaussian functions; digital neuron;

D O I：

10.1016/S0141-9331(97)00056-2

中图分类号：

TP3 [计算技术、计算机技术];

学科分类号：

0812 ;

摘要：

In this paper, a programmable digital neuron architecture using pulsewidth-coded information is presented where the different transfer functions, ramp, sigmoid and Gaussian functions, can be generated. The neuron has been extensively simulated. The proposed programmable digital neuron is then applied to the design and analysis of a Gaussian perceptron neural model and its learning algorithm. The modular approach was adopted in the design of the programmable digital neuron to facilitate ease of expansion. (C) 1998 Elsevier Science B.V.

引用

页码：271 / 278

页数：8

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