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Oscillator-Network-Based Ising Machine [PDF]
Micromachines, 2022 With the slowdown of Moore’s law, many emerging electronic devices and computing architectures have been proposed to sustain the performance advancement of computing.
Yi Zhang +10 more
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Training an Ising machine with equilibrium propagation [PDF]
Nature CommunicationsIsing machines, which are hardware implementations of the Ising model of coupled spins, have been influential in the development of unsupervised learning algorithms at the origins of Artificial Intelligence (AI). However, their application to AI has been
Jérémie Laydevant +2 more
doaj +5 more sources
Polaritonic XY-Ising machine [PDF]
Nanophotonics, 2020 Gain-dissipative systems of various physical origin have recently shown the ability to act as analogue minimisers of hard combinatorial optimisation problems.
Kalinin Kirill P. +3 more
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Large-scale coherent Ising machine based on optoelectronic parametric oscillator [PDF]
Light: Science & Applications, 2022 Ising machines based on analog systems have the potential to accelerate the solution of ubiquitous combinatorial optimization problems. Although some artificial spins to support large-scale Ising machines have been reported, e.g., superconducting qubits ...
Qizhuang Cen +10 more
doaj +2 more sources
Augmenting an electronic Ising machine to effectively solve boolean satisfiability [PDF]
Scientific Reports, 2023 With the slowdown of improvement in conventional von Neumann systems, increasing attention is paid to novel paradigms such as Ising machines. They have very different approach to solving combinatorial optimization problems.
Anshujit Sharma +3 more
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Programmable optoelectronic Ising machine for optimization of real-world problems [PDF]
Light: Science & ApplicationsIsing machines offer a paradigm shift from traditional computing methods, tackling complex combinatorial optimization problems (COPs). Despite the proliferation of various Ising machine implementations, their application to solve real-world COPs has been
Zhewen Hu +8 more
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A phase-field model by an Ising machine and its application to the phase-separation structure of a diblock polymer [PDF]
Scientific Reports, 2022 A novel model to be applied to next-generation accelerators, Ising machines, is formulated on the basis of the phase-field model of the phase-separation structure of a diblock polymer.
Katsuhiro Endo +3 more
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MEMS Oscillators‐Network‐Based Ising Machine with Grouping Method [PDF]
Advanced ScienceCombinatorial optimization (CO) has a broad range of applications in various fields, including operations research, computer science, and artificial intelligence.
Yi Deng +13 more
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Large-Scale Photonic Ising Machine by Spatial Light Modulation
Physical Review Letters, 2019 Quantum and classical physics can be used for mathematical computations that are hard to tackle by conventional electronics. Very recently, optical Ising machines have been demonstrated for computing the minima of spin Hamiltonians, paving the way to new
Giulia Marcucci, Claudio Conti
exaly +3 more sources
Performance Comparison of Typical Binary-Integer Encodings in an Ising Machine
IEEE Access, 2021 The differences in performance among binary-integer encodings in an Ising machine, which can solve combinatorial optimization problems, are investigated.
Kensuke Tamura +4 more
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