A QUANTUM PERCEPTRON

作者: M. ANDRECUT , M. K. ALI

DOI: 10.1142/S0217979202009998

关键词: Quantum t-designQuantum phase estimation algorithmComputer scienceQuantum operationQuantum error correctionAlgebraPerceptronQuantum algorithmQuantum Fourier transformQuantum computer

摘要: The task of a classical perceptron is to classify two classes patterns by generating separation hyperplane. Here, we give complete description quantum perceptron. algorithms for classification and learning are formulated in terms unitary gates operators. In the case, concept separable or non-separable irrelevant because can learn superposition which not

参考文章(12)
Tony Martinez, Dan Ventura, Initializing the Amplitude Distribution of a Quantum State Foundations of Physics Letters. ,vol. 12, pp. 547- 559 ,(2014) , 10.1023/A:1021695125245
Lu-Ming Duan, Guang-Can Guo, Probabilistic Cloning and Identification of Linearly Independent Quantum States Physical Review Letters. ,vol. 80, pp. 4999- 5002 ,(1998) , 10.1103/PHYSREVLETT.80.4999
Adriano Barenco, A Universal Two-Bit Gate for Quantum Computation Proceedings of The Royal Society A: Mathematical, Physical and Engineering Sciences. ,vol. 449, pp. 679- 683 ,(1995) , 10.1098/RSPA.1995.0066
David P. DiVincenzo, Two-bit gates are universal for quantum computation Physical Review A. ,vol. 51, pp. 1015- 1022 ,(1995) , 10.1103/PHYSREVA.51.1015
Seth Lloyd, Almost Any Quantum Logic Gate is Universal Physical Review Letters. ,vol. 75, pp. 346- 349 ,(1995) , 10.1103/PHYSREVLETT.75.346
Lov K. Grover, Quantum Mechanics Helps in Searching for a Needle in a Haystack Physical Review Letters. ,vol. 79, pp. 325- 328 ,(1997) , 10.1103/PHYSREVLETT.79.325
Asher Peres, Reversible logic and quantum computers Physical Review A. ,vol. 32, pp. 3266- 3276 ,(1985) , 10.1103/PHYSREVA.32.3266
W. K. Wootters, W. H. Zurek, A single quantum cannot be cloned Nature. ,vol. 299, pp. 802- 803 ,(1982) , 10.1038/299802A0
Adriano Barenco, Charles H. Bennett, Richard Cleve, David P. DiVincenzo, Norman Margolus, Peter Shor, Tycho Sleator, John A. Smolin, Harald Weinfurter, Elementary gates for quantum computation. Physical Review A. ,vol. 52, pp. 3457- 3467 ,(1995) , 10.1103/PHYSREVA.52.3457