L0 regularization-based compressed sensing with quantum–classical hybrid approach

T Aonishi, K Mimura, M Okada… - Quantum Science and …, 2022 - iopscience.iop.org
L0-regularization-based compressed sensing (L0-RBCS) has the potential to outperform L1-
regularization-based compressed sensing (L1-RBCS), but the optimization in L0-RBCS is …

Effect of Coupling Discretization on Coherent-Ising-Machine-Implemented Hopfield Model

R Sasaki, S Nakagawa, K Mimura, M Okada… - Journal of the Physical …, 2023 - journals.jps.jp
The coherent Ising machine (CIM) is being developed for solving combinatorial optimization
problems scalably at high speed. The actual equipment of the measurement-feedback type …

Trip Planning Based on subQUBO Annealing

T Noguchi, K Fukada, S Bao, N Togawa - IEEE Access, 2023 - ieeexplore.ieee.org
The trip planning problem (TPP) can be formulated as a combinatorial optimization problem
that searches for the best route to visit a series of landmarks and hotels. Meanwhile, Ising …

[HTML][HTML] Statistical mechanics of CDMA multiuser detector implemented in coherent Ising machine

T Aonishi, K Mimura, M Okada… - Journal of Applied …, 2018 - pubs.aip.org
The scalability and computational ability of the coherent Ising machine (CIM) have made it
attract attention as one of the most effective Ising computing architectures for solving large …

Analysis of the hopfield model with discrete coupling

R Sasaki, T Aonishi - Journal of the Physical Society of Japan, 2021 - journals.jps.jp
Growing demand for high-speed Ising-computing-specific hardware has prompted a need
for determining how the accuracy depends on a hardware implementation with physically …

[HTML][HTML] Critical memory capacity of Hopfield model implemented in coherent Ising machine

T Aonishi, M Okada, K Mimura… - Journal of Applied …, 2018 - pubs.aip.org
The coherent Ising machine (CIM) has attracted attention as one of the most effective Ising
computing architectures for solving large-scale optimization problems because of its …

Distributions of steady states in a network of degenerate optical parametric oscillators in solving combinatorial optimization problems

R Miyazaki, M Ohzeki - Physical Review A, 2018 - APS
We investigate a network of degenerate optical parametric oscillators (DOPOs) as a model
of the coherent Ising machine, an architecture for solving Ising problems. The network …

[PDF][PDF] Realization and Evaluation of Measurement Feedback Coherent Ising Machines for Combinatorial Optimization Problems

Y Haribara - U. Tokyo dissertation, 2017 - repository.dl.itc.u-tokyo.ac.jp
The growth of computer performance substantiated our sophisticated society with a
tremendous amount of data and numerical optimizations everywhere. Combinatorial …

Steady state distributions of network of degenerate optical parametric oscillators in solving combinatorial optimization problems

R Miyazaki, M Ohzeki - arXiv preprint arXiv:1808.10643, 2018 - arxiv.org
We investigate network of degenerate optical parametric oscillators (DOPOs) as a model of
the coherent Ising machine, an architecture for solving Ising problems. The network …

[引用][C] L0 regularization-based compressed sensing with coherent Ising machines

T Aonishi, K Mimura, M Okada, Y Yamamoto - 2021 - Stanford University, Stanford, CA …