Oscillator-network-based ising machine

Y Zhang, Y Deng, Y Lin, Y Jiang, Y Dong, X Chen… - Micromachines, 2022 - mdpi.com
With the slowdown of Moore's law, many emerging electronic devices and computing
architectures have been proposed to sustain the performance advancement of computing …

MEMS Oscillators‐Network‐Based Ising Machine with Grouping Method

Y Deng, Y Zhang, X Zhang, Y Jiang, X Chen… - Advanced …, 2024 - Wiley Online Library
Combinatorial optimization (CO) has a broad range of applications in various fields,
including operations research, computer science, and artificial intelligence. However, many …

New computational results and hardware prototypes for oscillator-based ising machines

T Wang, L Wu, J Roychowdhury - … of the 56th Annual Design Automation …, 2019 - dl.acm.org
In this paper, we report new results on a novel Ising machine technology for solving
combinatorial optimization problems using networks of coupled self-sustaining oscillators …

Highly reconfigurable oscillator-based Ising Machine through quasiperiodic modulation of coupling strength

DI Albertsson, A Rusu - Scientific Reports, 2023 - nature.com
Abstract Ising Machines (IMs) have the potential to outperform conventional Von-Neuman
architectures in notoriously difficult optimization problems. Various IM implementations have …

A review of simulation algorithms of classical ising machines for combinatorial optimization

T Zhang, Q Tao, B Liu, J Han - 2022 IEEE International …, 2022 - ieeexplore.ieee.org
Combinatorial optimization problems are difficult to solve due to the space explosion in an
exhaustive search. Using Ising model-based solvers can efficiently find near-optimal …

A versatile & adjustable 400 node cmos oscillator based ising machine to investigate and optimize the internal computing principle

M Graber, K Hofmann - 2022 IEEE 35th International System …, 2022 - ieeexplore.ieee.org
Oscillator-based Ising machines (OIMs) recently grow in interest. These OIMs can solve
combinatorial optimization problems formulated as an Ising model. The computation …

Oscillatory Neural Network-Based Ising Machine Using 2D Memristors

X Chen, D Yang, G Hwang, Y Dong, B Cui, D Wang… - ACS …, 2024 - ACS Publications
Neural networks are increasingly used to solve optimization problems in various fields,
including operations research, design automation, and gene sequencing. However, these …

Experimental demonstration of phase transition nano-oscillator based Ising machine

S Dutta, A Khanna, J Gomez, K Ni… - 2019 IEEE …, 2019 - ieeexplore.ieee.org
Finding the ground state of an Ising model maps to certain classes of combinatorial
optimization problems. Currently, several physical systems, called Ising machines, are being …

Oscillator-based Ising machine

T Wang, J Roychowdhury - arXiv preprint arXiv:1709.08102, 2017 - arxiv.org
Many combinatorial optimization problems can be mapped to finding the ground states of
the corresponding Ising Hamiltonians. The physical systems that can solve optimization …

Overcoming the accuracy vs. performance trade-off in oscillator ising machines

A Mallick, MK Bashar, DS Truesdell… - 2021 IEEE …, 2021 - ieeexplore.ieee.org
Coupled oscillator-based Ising machines offer an efficient stochastic search-based
approach to solve NP-hard combinatorial optimization problems (Maximum Cut problem …