Associative memory based image and object recognition by quantum holography

Loo, C.K. and Peruš, M. and Bischof, H. (2004) Associative memory based image and object recognition by quantum holography. Open Systems & Information Dynamics, 11 (3). pp. 277-289. ISSN 1230-1612,

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Official URL: http://link.springer.com/article/10.1023%2FB%3AOPS...

Abstract

A quantum associative memory, much more natural than those of quantum computers, is presented. Neural-net-like processing with real-valued variables is transformed into processing with quantum waves. Successful computer simulations of image storage and retrieval are reported. Our Hopfield-like algorithm allows quantum implementation with holographic procedure using present-day quantum-optics techniques. This brings many advantages over classical Hopfield neural nets and quantum computers with logic gates.

Item Type: Article
Funders: UNSPECIFIED
Uncontrolled Keywords: Computer science; artificial intelligence; quantum holography; neural -net; Algorithm; quantum-optics techniques
Subjects: T Technology > T Technology (General)
Divisions: Faculty of Computer Science & Information Technology > Department of Artificial Intelligence
Depositing User: Miss Nur Jannatul Adnin Ahmad Shafawi
Date Deposited: 21 Mar 2013 01:32
Last Modified: 21 Mar 2013 01:32
URI: http://eprints.um.edu.my/id/eprint/5177

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