Associative Memory Based Image and Object Recognition by Quantum Holography
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 Hopfiel...
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| Format: | Article |
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2004
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| Online Access: | http://shdl.mmu.edu.my/2514/ |
| _version_ | 1848790076071346176 |
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| author | Loo, Chu Kiong Peruš, Mitja Bischof, Horst |
| author_facet | Loo, Chu Kiong Peruš, Mitja Bischof, Horst |
| author_sort | Loo, Chu Kiong |
| building | MMU Institutional Repository |
| collection | Online Access |
| description | 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. |
| first_indexed | 2025-11-14T18:06:51Z |
| format | Article |
| id | mmu-2514 |
| institution | Multimedia University |
| institution_category | Local University |
| last_indexed | 2025-11-14T18:06:51Z |
| publishDate | 2004 |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | mmu-25142011-08-22T06:55:02Z http://shdl.mmu.edu.my/2514/ Associative Memory Based Image and Object Recognition by Quantum Holography Loo, Chu Kiong Peruš, Mitja Bischof, Horst QA75.5-76.95 Electronic computers. Computer science 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. 2004 Article NonPeerReviewed 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 http://dx.doi.org/10.1023/B:OPSY.0000047571.17774.8d doi:10.1023/B:OPSY.0000047571.17774.8d doi:10.1023/B:OPSY.0000047571.17774.8d |
| spellingShingle | QA75.5-76.95 Electronic computers. Computer science Loo, Chu Kiong Peruš, Mitja Bischof, Horst Associative Memory Based Image and Object Recognition by Quantum Holography |
| title | Associative Memory Based Image and Object Recognition by Quantum Holography |
| title_full | Associative Memory Based Image and Object Recognition by Quantum Holography |
| title_fullStr | Associative Memory Based Image and Object Recognition by Quantum Holography |
| title_full_unstemmed | Associative Memory Based Image and Object Recognition by Quantum Holography |
| title_short | Associative Memory Based Image and Object Recognition by Quantum Holography |
| title_sort | associative memory based image and object recognition by quantum holography |
| topic | QA75.5-76.95 Electronic computers. Computer science |
| url | http://shdl.mmu.edu.my/2514/ http://shdl.mmu.edu.my/2514/ http://shdl.mmu.edu.my/2514/ |