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pro vyhledávání: '"Novotny, Mark"'
Autor:
Dixit, Vivek, Selvarajan, Raja, Aldwairi, Tamer, Koshka, Yaroslav, Novotny, Mark A., Humble, Travis S., Alam, Muhammad A., Kais, Sabre
Publikováno v:
V. Dixit et al., "Training a Quantum Annealing Based Restricted Boltzmann Machine on Cybersecurity Data," in IEEE Transactions on Emerging Topics in Computational Intelligence, doi: 10.1109/TETCI.2021.3074916
We present a real-world application that uses a quantum computer. Specifically, we train a RBM using QA for cybersecurity applications. The D-Wave 2000Q has been used to implement QA. RBMs are trained on the ISCX data, which is a benchmark dataset fo
Externí odkaz:
http://arxiv.org/abs/2011.13996
Akademický článek
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Autor:
Jin, Fengping, Michielsen, Kristel, Novotny, Mark, Miyashita, Seiji, Yuan, Shengjun, De Raedt, Hans
Publikováno v:
Physical Review A 87, 022117 (2013)
The decoherence of a quantum system $S$ coupled to a quantum environment $E$ is considered. For states chosen uniformly at random from the unit hypersphere in the Hilbert space of the closed system $S+E$ we derive a scaling relationship for the sum o
Externí odkaz:
http://arxiv.org/abs/1301.0077
Autor:
Khoo, Weng Hua, Ledergor, Guy, Weiner, Assaf, Roden, Daniel L., Terry, Rachael L., McDonald, Michelle M., Chai, Ryan C., De Veirman, Kim, Owen, Katie L., Opperman, Khatora S., Vandyke, Kate, Clark, Justine R., Seckinger, Anja, Kovacic, Natasa, Nguyen, Akira, Mohanty, Sindhu T., Pettitt, Jessica A., Xiao, Ya, Corr, Alexander P., Seeliger, Christine, Novotny, Mark, Lasken, Roger S., Nguyen, Tuan V., Oyajobi, Babatunde O., Aftab, Dana, Swarbrick, Alexander, Parker, Belinda, Hewett, Duncan R., Hose, Dirk, Vanderkerken, Karin, Zannettino, Andrew C.W., Amit, Ido, Phan, Tri Giang, Croucher, Peter I. *
Publikováno v:
In Blood 4 July 2019 134(1):30-43
Autor:
Peoples, Logan M., Norenberg, Matthew, Price, David, McGoldrick, Madeline, Novotny, Mark, Bochdansky, Alexander, Bartlett, Douglas H.
Publikováno v:
In Deep-Sea Research Part I January 2019 143:50-57
Autor:
Jin, Fengping, Neuhaus, Thomas, Michielsen, Kristel, Miyashita, Seiji, Novotny, Mark, Katsnelson, Mikhail I., De Raedt, Hans
Publikováno v:
F Jin et al 2013 New J. Phys. 15 033009
It is demonstrated that the canonical distribution for a subsystem of a closed system follows directly from the solution of the time-reversible Newtonian equation of motion in which the total energy is strictly conserved. It is shown that this conclu
Externí odkaz:
http://arxiv.org/abs/1209.0995
Publikováno v:
ECS Trans. 6 (19), 53-60 (2008).
We propose a new, cyclic-voltammetry based experimental technique that can not only differentiate between discontinuous and continuous phase transitions in an adsorbate layer, but also quite accurately recover equilibrium behavior from dynamic analys
Externí odkaz:
http://arxiv.org/abs/0706.1055
Publikováno v:
In Computer Networks 24 October 2018 144:111-119
Autor:
Novotny, Mark A.
The metastable lifetime of the square-lattice and simple-cubic-lattice kinetic Ising models are studied in the low-temperature limit. The simulations are performed using Monte Carlo with Absorbing Markov Chain algorithms to simulate extremely long lo
Externí odkaz:
http://arxiv.org/abs/cond-mat/0204098
Autor:
Novotny, Mark A.
Publikováno v:
in "Computer Simulations in Condensed Matter Physics XII", edited by D.P. Landau, S.P. Lewis, and H.-B. Schuttler, (Springer-Verlag, Heidelberg, 1999) p. 179-184
An introduction to the Propp-Wilson method of coupling-from-the-past for the Ising model is presented. It enables one to obtain exact samples from the equilibrium spin distribution for ferromagnetic interactions. Both uniform and random quenched magn
Externí odkaz:
http://arxiv.org/abs/cond-mat/9905195