Results 31 to 40 of about 1,742,725 (265)
CRITICAL DYNAMICS OF THE ISING MODEL WITH ISING MACHINE
Le Journal de Physique Colloques, 1988 The dynamical critical exponent z of he two-dimensional Ising model with sequential-flip heat-bath dynamics is numerically estimated to be 2.2, which agrees with that of Metropolis dynamics. The dedicated machine "m-TIS", designed and constructed by the present authors is used for the simulations.
Ito, N., Taiji, M., Suzuki, M.
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, 2022 We demonstrate a spin-wave-based time-multiplexed Ising Machine (SWIM), implemented using a 5 $μ$m thick Yttrium Iron Garnet (YIG) film and off-the-shelf microwave components. The artificial Ising spins consist of 34--68 ns long 3.125 GHz spinwave RF pulses with their phase binarized using a phase-sensitive microwave amplifier.
Litvinenko, Artem +6 more
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Extractive Summarization on a CMOS Ising Machine
IEEE AccessExtractive summarization (ES) aims to generate a concise summary by selecting a subset of sentences from a document while maximizing relevance and minimizing redundancy. Although modern ES systems achieve high accuracy using powerful neural models, their
Ziqing Zeng +6 more
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Towards higher order oscillatory Ising machines [PDF]
Scientific ReportsIsing machines as hardware solvers of combinatorial optimization problems (COPs) can efficiently explore large solution spaces due to their inherent parallelism and physics-based dynamics. Many important COPs such as satisfiability (SAT) assume arbitrary
Nafisa Sadaf Prova +5 more
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Efficient optimization accelerator framework for multi-state spin Ising problems [PDF]
Nature CommunicationsIsing Machines are emerging hardware architectures that efficiently solve NP-hard combinatorial optimization problems. Generally, combinatorial problems are transformed into quadratic unconstrained binary optimization (QUBO) form, but this transformation
Chirag Garg, Sayeef Salahuddin
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Exploring Potential Applications of Ising Machines for Power System Operations
IEEE Access, 2023 Recent advancements in Ising machines, both via quantum and quantum-inspired annealing, have shown promising results in solving difficult optimization problems.
Kenta Kirihara +4 more
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Distance-based clustering using QUBO formulations
Scientific Reports, 2022 In computer science, clustering is a technique for grouping data. Ising machines can solve distance-based clustering problems described by quadratic unconstrained binary optimization (QUBO) formulations.
Nasa Matsumoto +3 more
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Gaussian optical Ising machines [PDF]
Physical Review A, 2017 It has recently been shown that optical parametric oscillator (OPO) Ising machines, consisting of coupled optical pulses circulating in a cavity with parametric gain, can be used to probabilistically find low-energy states of Ising spin systems. In this work, we study optical Ising machines that operate under simplified Gaussian dynamics.
Clements, WR +5 more
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Analog errors in Ising machines [PDF]
Quantum Science and Technology, 2019 Abstract Recent technological breakthroughs have precipitated the availability of specialized devices that promise to solve NP-Hard problems faster than standard computers. These ‘Ising Machines’ are however analog in nature and as such inevitably have implementation errors.
Tameem Albash +2 more
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Training an Ising Machine with Equilibrium Propagation [PDF]
, 2023 Ising 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
Grollier, Julie +2 more
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