DocumentCode
2491749
Title
Performance of an optoelectronic expert system for massively parallel knowledge base applications
Author
Ghoniemy, Samy ; Karam, Omar H.
Author_Institution
Electr. Eng. Branch, MTC, Cairo, Egypt
fYear
2010
fDate
15-18 Dec. 2010
Firstpage
108
Lastpage
113
Abstract
In this paper a mapped-template logic-based parallel optoelectronic processor is proposed for expert systems in order to achieve high speed and high performance for massively parallel processing of rule-based systems. The proposed system is implemented using two-dimensional space optics symbolic correlator. Also in this paper, an optoelectronic system for a parallel inference engine is presented. The proposed optical inference engine infers conclusions to queries by representing knowledge (facts and rules) in 2D space using a matrix-like formulation. Performance evaluation algorithms for both search and reasoning are presented. Performance enhancement technique is also discussed in this paper. The performance analysis of the proposed system shows its remarkably improved performance compared with multiprocessor electronic systems using conventional programming.
Keywords
expert systems; inference mechanisms; knowledge based systems; knowledge representation; matrix algebra; parallel processing; performance evaluation; conventional programming; knowledge representation; mapped template logic; matrix formulation; multiprocessor electronic system; optical inference engine; optoelectronic expert system; parallel inference engine; parallel knowledge base application; parallel optoelectronic processor; performance evaluation algorithm; rule based system; two dimensional space optics symbolic correlator; Arrays; Frequency modulation; Massively parallel optical processssing; Optical knowledge base; Opto-Electronic Expert system;
fLanguage
English
Publisher
ieee
Conference_Titel
Signal Processing and Information Technology (ISSPIT), 2010 IEEE International Symposium on
Conference_Location
Luxor
Print_ISBN
978-1-4244-9992-2
Type
conf
DOI
10.1109/ISSPIT.2010.5711739
Filename
5711739
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