4.8 Article

A 1,968-node coupled ring oscillator circuit for combinatorial optimization problem solving

相关参考文献

注意:仅列出部分参考文献,下载原文获取全部文献信息。
Article Multidisciplinary Sciences

100,000-spin coherent Ising machine

Toshimori Honjo et al.

Summary: Computers based on physical systems, such as the coherent Ising machine (CIM), show great potential in solving combinatorial optimization problems quickly and effectively, especially for large-scale graphs, with a broad range of applications in various fields such as machine learning.

SCIENCE ADVANCES (2021)

Article Multidisciplinary Sciences

QUBO formulations for training machine learning models

Prasanna Date et al.

Summary: Training machine learning models on classical computers is time and compute intensive, while leveraging quantum computing, particularly adiabatic quantum computers, may offer faster solutions. By formulating machine learning problems as QUBO problems for adiabatic quantum computers, efficiency gains can be achieved. The computational complexities of these formulations are shown to be better or equivalent to classical approaches.

SCIENTIFIC REPORTS (2021)

Article Engineering, Electrical & Electronic

A Probabilistic Compute Fabric Based on Coupled Ring Oscillators for Solving Combinatorial Optimization Problems

Ibrahim Ahmed et al.

Summary: This research introduces a novel Ising computer based on coupled ring oscillators (ROSCs), which effectively addresses NP-hard combinatorial optimization problems (COPs) with high accuracy and solution quality. This demonstrates the potential of ROSCs as a candidate for dedicated hardware accelerators in solving a wide range of COPs.

IEEE JOURNAL OF SOLID-STATE CIRCUITS (2021)

Proceedings Paper Engineering, Electrical & Electronic

A 144Kb Annealing System Composed of 9x16Kb Annealing Processor Chips with Scalable Chip-to-Chip Connections for Large-Scale Combinatorial Optimization Problems

Takashi Takemoto et al.

2021 IEEE INTERNATIONAL SOLID-STATE CIRCUITS CONFERENCE (ISSCC) (2021)

Article Multidisciplinary Sciences

Physics successfully implements Lagrange multiplier optimization

Sri Krishna Vadlamani et al.

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2020)

Article Multidisciplinary Sciences

Using synchronized oscillators to compute the maximum independent set

Antik Mallick et al.

NATURE COMMUNICATIONS (2020)

Article Multidisciplinary Sciences

Integer factorization using stochastic magnetic tunnel junctions

William A. Borders et al.

NATURE (2019)

Proceedings Paper Engineering, Electrical & Electronic

Experimental Demonstration of Phase Transition Nano-Oscillator Based Ising Machine

S. Dutta et al.

2019 IEEE INTERNATIONAL ELECTRON DEVICES MEETING (IEDM) (2019)

Proceedings Paper Computer Science, Software Engineering

Late Breaking Results: New Computational Results and Hardware Prototypes for Oscillator-based Ising Machines

Tianshi Wang et al.

PROCEEDINGS OF THE 2019 56TH ACM/EDAC/IEEE DESIGN AUTOMATION CONFERENCE (DAC) (2019)

Review Quantum Science & Technology

Coherent Ising machines-optical neural networks operating at the quantum limit

Yoshihisa Yamamoto et al.

NPJ QUANTUM INFORMATION (2017)

Article Engineering, Electrical & Electronic

A 20k-Spin Ising Chip to Solve Combinatorial Optimization Problems With CMOS Annealing

Masanao Yamaoka et al.

IEEE JOURNAL OF SOLID-STATE CIRCUITS (2016)

Review Multidisciplinary Sciences

Limits on fundamental limits to computation

Igor L. Markov

NATURE (2014)

Article Physics, Multidisciplinary

Ising formulations of many NP problems

Andrew Lucas

FRONTIERS IN PHYSICS (2014)