OPTICAL IMPLEMENTATION OF LARGE-SCALE NEURAL NETWORKS USING A TIME-DIVISION-MULTIPLEXING TECHNIQUE

被引:8
作者
OITA, M
OHTA, J
TAI, S
KYUMA, K
机构
[1] Central Research Laboratory, Mitsubishi Electric Corporation, Tsukaguchi-Honmachi, Amagasaki, Hyogo, 661
关键词
D O I
10.1364/OL.15.000227
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
A new architecture for optical implementation of large-scale neural networks is proposed. This architecture is based on a time-division-multiplexing technique, in which both the neuron state vector and the interconnection matrix are divided in the time domain. Computer simulation and experimental results for associative memories show the effectiveness in implementing large-scale networks. © 1990 Optical Society of America.
引用
收藏
页码:227 / 229
页数:3
相关论文
共 9 条
[1]  
ABUMOSTAFA YS, 1986, SCI AM, V256, P66
[2]   EFFICIENT MATRIX PARTITIONING FOR OPTICAL COMPUTING [J].
CAULFIELD, HJ ;
VERBER, CM ;
STERMER, RL .
OPTICS COMMUNICATIONS, 1984, 51 (04) :213-216
[3]   OPTICAL IMPLEMENTATION OF THE HOPFIELD MODEL [J].
FARHAT, NH ;
PSALTIS, D ;
PRATA, A ;
PAEK, E .
APPLIED OPTICS, 1985, 24 (10) :1469-1475
[4]   NEURAL NETWORKS AND PHYSICAL SYSTEMS WITH EMERGENT COLLECTIVE COMPUTATIONAL ABILITIES [J].
HOPFIELD, JJ .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA-BIOLOGICAL SCIENCES, 1982, 79 (08) :2554-2558
[5]   OPTICAL IMPLEMENTATION OF AN ASSOCIATIVE NEURAL NETWORK MODEL WITH A STOCHASTIC-PROCESS [J].
OHTA, J ;
TAI, S ;
OITA, M ;
KURODA, K ;
KYUMA, K ;
HAMANAKA, K .
APPLIED OPTICS, 1989, 28 (12) :2426-2428
[6]   OPTICAL ASSOCIATIVE MEMORY USING FOURIER-TRANSFORM HOLOGRAMS [J].
PAEK, EG ;
PSALTIS, D .
OPTICAL ENGINEERING, 1987, 26 (05) :428-433
[7]   TWO-DIMENSIONAL MAGNETO-OPTIC SPATIAL LIGHT-MODULATOR FOR SIGNAL-PROCESSING [J].
ROSS, WE ;
PSALTIS, D ;
ANDERSON, RH .
OPTICAL ENGINEERING, 1983, 22 (04) :485-490
[8]  
Rumelhart D.E., 1986, PARALLEL DISTRIBUTED, DOI 10.7551/mitpress/5236.001.0001
[9]  
Rumelhart DE, 1986, ENCY DATABASE SYST, P45