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pro vyhledávání: '"Steck, James E."'
Autor:
Steck, James E., Behrman, Elizabeth C.
Machine learning can be used as a systematic method to non-algorithmically program quantum computers. Quantum machine learning enables us to perform computations without breaking down an algorithm into its gate building blocks, eliminating that diffi
Externí odkaz:
http://arxiv.org/abs/2408.12620
Significant challenges remain with the development of macroscopic quantum computing, hardware problems of noise, decoherence, and scaling, software problems of error correction, and, most important, algorithm construction. Finding truly quantum algor
Externí odkaz:
http://arxiv.org/abs/2204.07011
Autor:
Harikrishnakumar, Ramkumar, Nannapaneni, Saideep, Nguyen, Nam H., Steck, James E., Behrman, Elizabeth C.
Quantum annealing (QA) is a quantum computing algorithm that works on the principle of Adiabatic Quantum Computation (AQC), and it has shown significant computational advantages in solving combinatorial optimization problems such as vehicle routing p
Externí odkaz:
http://arxiv.org/abs/2005.12478
Autor:
Borujeni, Sima E., Nguyen, Nam H., Nannapaneni, Saideep, Behrman, Elizabeth C., Steck, James E.
Bayesian Networks (BN) are probabilistic graphical models that are widely used for uncertainty modeling, stochastic prediction and probabilistic inference. A Quantum Bayesian Network (QBN) is a quantum version of the Bayesian network that utilizes th
Externí odkaz:
http://arxiv.org/abs/2005.12474
Autor:
Borujeni, Sima E., Nannapaneni, Saideep, Nguyen, Nam H., Behrman, Elizabeth C., Steck, James E.
Probabilistic graphical models such as Bayesian networks are widely used to model stochastic systems to perform various types of analysis such as probabilistic prediction, risk analysis, and system health monitoring, which can become computationally
Externí odkaz:
http://arxiv.org/abs/2004.14803
Publikováno v:
Quantum Machine Intelligence vol 2 pp 1-15 (2020)
Noise and decoherence are two major obstacles to the implementation of large-scale quantum computing. Because of the no-cloning theorem, which says we cannot make an exact copy of an arbitrary quantum state, simple redundancy will not work in a quant
Externí odkaz:
http://arxiv.org/abs/1612.07593
Autor:
Borujeni, Sima E., Nannapaneni, Saideep, Nguyen, Nam H., Behrman, Elizabeth C., Steck, James E.
Publikováno v:
In Expert Systems With Applications 15 August 2021 176
Publikováno v:
SAE Transactions, 2004 Jan 01. 113, 27-36.
Externí odkaz:
https://www.jstor.org/stable/44737848
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Publikováno v:
International Journal of Smart Engineering System Design. Oct-Dec2003, Vol. 5 Issue 4, p491-506. 16p.