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Detecting Phase Transitions from Data Using Generative Learning. [PDF]
Entropy (Basel)Zhou X, Mi Y, Zhang P.
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Quantum Fisher Information-Guided Diffusion Refinement for Fuzzy and Uncertain Surveillance Regions. [PDF]
Entropy (Basel)Alam S +3 more
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Theory of Ising Machines and a Common Software Platform for Ising Machines
2020 25th Asia and South Pacific Design Automation Conference (ASP-DAC), 2020Ising machines are a new type of non-Neumann computer that specializes in solving combinatorial optimization problems efficiently. The input form of Ising machines is the energy function of the Ising model or quadratic unconstrained binary optimization form, and Ising machines operate to search for a condition to minimize the energy function.
Shu Tanaka, Nozomu Togawa
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Emerging Topics in Artificial Intelligence 2020, 2020
We review our results on Ising machines by spatial light modulation. We report on their performance in simulating spin glasses and solving combinatorial optimization problems. We discuss different annealing strategies and recent developments.
Claudio Conti +2 more
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We review our results on Ising machines by spatial light modulation. We report on their performance in simulating spin glasses and solving combinatorial optimization problems. We discuss different annealing strategies and recent developments.
Claudio Conti +2 more
openaire +1 more source
2021
Ising machines have been attracting attention due to their ability to use mixed discrete/continuous mechanisms to solve difficult combinatorial optimization problems. We present BLIM, a novel Ising machine scheme that uses latches (bistable elements) with controllable gains as Ising spins.
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Ising machines have been attracting attention due to their ability to use mixed discrete/continuous mechanisms to solve difficult combinatorial optimization problems. We present BLIM, a novel Ising machine scheme that uses latches (bistable elements) with controllable gains as Ising spins.
openaire +1 more source
Stability Analysis of Photonic Ising Machines
2023 Conference on Lasers and Electro-Optics Europe & European Quantum Electronics Conference (CLEO/Europe-EQEC), 2023Photonic Ising machines are a promising tool for solving NP-hard optimisation problems, claiming both a smaller time-to-solution and energy consumption than CPUs used today [1]. They are based on the principle that a natural system automatically settles in the lowest energy state.
Lamers, Jacobus +2 more
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Investigating the Characteristics of Ising Machines
2023 IEEE International Conference on Quantum Computing and Engineering (QCE), 2023Kazuhiko Komatsu +3 more
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Machine Learning in Epigenetic Diseases
Medical Epigenetics, 2021Robert E Akins, Karyn Robinson
exaly
Coherent Ising Machines With Optical Error Correction Circuits
Advanced Quantum Technologies, 2021Satoshi Kako +2 more
exaly