EXPERIMENTAL DEMONSTRATION OF OPTICAL 3-LAYER NEURAL NETWORK

被引：12

作者：

KASAMA, N ^{[1
]}

HAYASAKI, Y ^{[1
]}

YATAGAI, T ^{[1
]}

MORI, M ^{[1
]}

ISHIHARA, S ^{[1
]}

机构：

[1] ELECTROTECH LAB, TSUKUBA, IBARAKI 305, JAPAN

来源：

JAPANESE JOURNAL OF APPLIED PHYSICS PART 2-LETTERS & EXPRESS LETTERS | 1990年 / 29卷 / 08期

关键词：

Back propagation; Neural network; Optical computing; Spatial light modulator;

D O I：

10.1143/JJAP.29.L1565

中图分类号：

O59 [应用物理学];

学科分类号：

摘要：

An optical three-layer neural network using a microchannel plate spatial light modulator (MSLM) is firstly demonstrated. The back-propagation learning algorithm is used to calculate optimum weight matrices. Experimental results on learning of exclusive OR operation are presented. © 1990 IOP Publishing Ltd.

引用

页码：L1565 / L1568

页数：4

共 6 条

[1]

[Anonymous], 1987, LEARNING INTERNAL RE

[2] OPTOELECTRONIC ANALOGS OF SELF-PROGRAMMING NEURAL NETS - ARCHITECTURE AND METHODOLOGIES FOR IMPLEMENTING FAST STOCHASTIC LEARNING BY SIMULATED ANNEALING [J].