Pattern recognition on the quantum Bloch sphere

作者: Giuseppe Sergioli , Enrica Santucci , Luca Didaci , Jarosław A. Miszczak , Roberto Giuntini

DOI: 10.1007/S00500-016-2478-2

关键词:

摘要: We introduce a framework suitable for describing pattern recognition task using the mathematical language of density matrices. In particular, we provide a one-to-one …

参考文章(64)
Maria Schuld, Ilya Sinayskiy, Francesco Petruccione, An introduction to quantum machine learning Contemporary Physics. ,vol. 56, pp. 172- 185 ,(2015) , 10.1080/00107514.2014.964942
A. Manju, M. J. Nigam, Applications of quantum inspired computational intelligence: a survey Artificial Intelligence Review. ,vol. 42, pp. 79- 156 ,(2014) , 10.1007/S10462-012-9330-6
Jens Eisert, Martin Wilkens, Maciej Lewenstein, Quantum Games and Quantum Strategies Physical Review Letters. ,vol. 83, pp. 3077- 3080 ,(1999) , 10.1103/PHYSREVLETT.83.3077
Gen Kimura, Andrzej Kossakowski, The Bloch-Vector Space for N-Level Systems: the Spherical-Coordinate Point of View Open Systems & Information Dynamics. ,vol. 12, pp. 207- 229 ,(2005) , 10.1007/S11080-005-0919-Y
H. S. M. Coxeter, Introduction to Geometry ,(1969)
Dorit Aharonov, Alexei Kitaev, Noam Nisan, Quantum circuits with mixed states symposium on the theory of computing. pp. 20- 30 ,(1998) , 10.1145/276698.276708
Marius Nagy, Naya Nagy, Quantum-based secure communications with no prior key distribution soft computing. ,vol. 20, pp. 87- 101 ,(2016) , 10.1007/S00500-014-1555-7
L. Jakóbczyk, M. Siennicki, Geometry of Bloch vectors in two-qubit system Physics Letters A. ,vol. 286, pp. 383- 390 ,(2001) , 10.1016/S0375-9601(01)00455-8
W. Pedrycz, Fuzzy sets in pattern recognition: methodology and methods Pattern Recognition. ,vol. 23, pp. 121- 146 ,(1990) , 10.1016/0031-3203(90)90054-O
Hua-Pei Chiang, Yao-Hsin Chou, Chia-Hui Chiu, Shu-Yu Kuo, Yueh-Min Huang, A quantum-inspired Tabu search algorithm for solving combinatorial optimization problems Soft Computing. ,vol. 18, pp. 1771- 1781 ,(2014) , 10.1007/S00500-013-1203-7