Associative Memory Based Image and Object Recognition by Quantum Holography


Loo, Chu Kiong and Peruš, Mitja and Bischof, Horst (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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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
Subjects: Q Science > QA Mathematics > QA71-90 Instruments and machines > QA75.5-76.95 Electronic computers. Computer science
Divisions: Faculty of Engineering and Technology (FET)
Depositing User: Ms Rosnani Abd Wahab
Date Deposited: 22 Aug 2011 06:55
Last Modified: 22 Aug 2011 06:55


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