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Paper Abstract and Keywords
Presentation 2008-10-14 12:05
Study on the computational power of neuromorphic adiabatic quantum computation
Aiko Ono, Shigeo Sato (Tohoku Univ.), Mitsunaga Kinjo (Univ. of the), Koji Nakajima (Tohoku Univ.) CAS2008-36 NLP2008-48
Abstract (in Japanese) (See Japanese page) 
(in English) Quantum computation algorithms indicate possibility that non-deterministic polynomial time (NP-time) problems can be solved much faster than by classical methods. Farhi et al. have proposed an adiabatic quantum computation (AQC) for solving the three-satisfiability problem (3-SAT). We have proposed a neuromorphic quantum computation algorithm based on AQC, in which an analogy to an artificial neural network (ANN) is considered in order to design a Hamiltonian. However, in the neuromorphic AQC, the relation between its computation time and the probability of correct answers is not clear yet. In this paper, we study both of residual energy and the probability of finding solution as a function of computation time. The results show that the performance of the neuromorphic AQC depends on the characteristic of Hamiltonians.
Keyword (in Japanese) (See Japanese page) 
(in English) Quantum adiabatic theorem / Hopfield network / Quantum neural network / Quantum adiabatic computation / Quantum annealing / Residual energy / Energy level crossing /  
Reference Info. IEICE Tech. Rep., vol. 108, no. 240, NLP2008-48, pp. 13-18, Oct. 2008.
Paper # NLP2008-48 
Date of Issue 2008-10-07 (CAS, NLP) 
ISSN Print edition: ISSN 0913-5685    Online edition: ISSN 2432-6380
Copyright
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reproduction		 All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034)
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Conference Information
Committee NLP CAS  
Conference Date 2008-10-14 - 2008-10-14 
Place (in Japanese) (See Japanese page) 
Place (in English)  
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To NLP 
Conference Code 2008-10-NLP-CAS 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Study on the computational power of neuromorphic adiabatic quantum computation 
Sub Title (in English)  
Keyword(1) Quantum adiabatic theorem  
Keyword(2) Hopfield network  
Keyword(3) Quantum neural network  
Keyword(4) Quantum adiabatic computation  
Keyword(5) Quantum annealing  
Keyword(6) Residual energy  
Keyword(7) Energy level crossing  
Keyword(8)  
1st Author's Name Aiko Ono  
1st Author's Affiliation Tohoku University (Tohoku Univ.)
2nd Author's Name Shigeo Sato  
2nd Author's Affiliation Tohoku University (Tohoku Univ.)
3rd Author's Name Mitsunaga Kinjo  
3rd Author's Affiliation University of the (Univ. of the)
4th Author's Name Koji Nakajima  
4th Author's Affiliation Tohoku University (Tohoku Univ.)
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Speaker Author-1 
Date Time 2008-10-14 12:05:00 
Presentation Time 25 minutes 
Registration for NLP 
Paper # CAS2008-36, NLP2008-48 
Volume (vol) vol.108 
Number (no) no.239(CAS), no.240(NLP) 
Page pp.13-18 
#Pages 6 
Date of Issue 2008-10-07 (CAS, NLP) 

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