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Optical implementation of localized interconnected neural network
Author(s) -
Zhang Li,
Zhang Jiajun,
He Anzhi,
Yan Dapen
Publication year - 1993
Publication title -
microwave and optical technology letters
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.304
H-Index - 76
eISSN - 1098-2760
pISSN - 0895-2477
DOI - 10.1002/mop.4650060809
Subject(s) - artificial neural network , interconnection , construct (python library) , content addressable memory , computer science , electronic engineering , optoelectronics , materials science , engineering , artificial intelligence , telecommunications , computer network
The localized interconnected neural network (LINN) provides for a smaller interconnection weight matrix (IWM). It is possible to construct a large‐scale optical neural network using commercially available spatial light modulators (SLMs). In this article, optical implementation of one‐dimensional (ID) LINN for associative memory is discussed, in which three optoelectronic architectures are proposed. In the proposed optoelectronic correlation system, the IWM is generated by a TV monitor, while input data are displayed on a liquid crystal television (LCTV). Experimental demonstrations are also provided. © 1993 John Wiley & Sons, Inc.