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Efficient Optimization with Higher-Order Ising Machines

Efficient Optimization with Higher-Order Ising Machines

Nature Communications (Nat Commun), 2022
7 December 2022
Connor Bybee
Denis Kleyko
Dmitri E. Nikonov
A. Khosrowshahi
Bruno A. Olshausen
Friedrich T. Sommer
ArXiv (abs)PDFHTMLGithub (35387★)

Papers citing "Efficient Optimization with Higher-Order Ising Machines"

14 / 14 papers shown
Programmable k-local Ising Machines and all-optical Kolmogorov-Arnold Networks on Photonic Platforms
Programmable k-local Ising Machines and all-optical Kolmogorov-Arnold Networks on Photonic Platforms
N. Stroev
N. Berloff
211
3
0
24 Aug 2025
Nonlocal Monte Carlo via Reinforcement Learning
Nonlocal Monte Carlo via Reinforcement Learning
Dmitrii Dobrynin
Masoud Mohseni
John Paul Strachan
190
1
0
14 Aug 2025
Thermodynamics-Inspired Computing with Oscillatory Neural Networks for Inverse Matrix Computation
Thermodynamics-Inspired Computing with Oscillatory Neural Networks for Inverse Matrix Computation
George Tsormpatzoglou
Filip Sabo
Aida Todri-Sanial
147
1
0
30 Jul 2025
Lagrange Oscillatory Neural Networks for Constraint Satisfaction and Optimization
Lagrange Oscillatory Neural Networks for Constraint Satisfaction and OptimizationNeuromorphic Computing and Engineering (NCE), 2025
Corentin Delacour
Bram Haverkort
Filip Sabo
N. Azémard
Aida Todri-Sanial
431
3
0
12 May 2025
Exact Spin Elimination in Ising Hamiltonians and Energy-Based Machine Learning
Exact Spin Elimination in Ising Hamiltonians and Energy-Based Machine Learning
Natalia G. Berloff
304
2
0
12 May 2025
Self-Adaptive Ising Machines for Constrained Optimization
Self-Adaptive Ising Machines for Constrained OptimizationDesign, Automation and Test in Europe (DATE), 2025
Corentin Delacour
AI4CE
363
1
0
10 Jan 2025
Provable Accuracy Bounds for Hybrid Dynamical Optimization and Sampling
Provable Accuracy Bounds for Hybrid Dynamical Optimization and Sampling
Matthew Burns
Qingyuan Hou
Michael Huang
909
1
0
08 Oct 2024
Explosive neural networks via higher-order interactions in curved statistical manifolds
Explosive neural networks via higher-order interactions in curved statistical manifoldsNature Communications (Nat. Commun.), 2024
Miguel Aguilera
Pablo A. Morales
Fernando E. Rosas
Hideaki Shimazaki
329
6
0
05 Aug 2024
Efficient Combinatorial Optimization via Heat Diffusion
Efficient Combinatorial Optimization via Heat DiffusionNeural Information Processing Systems (NeurIPS), 2024
He Ma
Wenlian Lu
Jianfeng Feng
344
3
0
13 Mar 2024
All-to-all reconfigurability with sparse and higher-order Ising machines
All-to-all reconfigurability with sparse and higher-order Ising machinesNature Communications (Nat. Commun.), 2023
Srijan Nikhar
Sidharth Kannan
Navid Anjum Aadit
S. Chowdhury
Kerem Y Çamsarı
319
41
0
21 Nov 2023
A general learning scheme for classical and quantum Ising machines
A general learning scheme for classical and quantum Ising machinesSciPost Physics Core (SPC), 2023
Ludwig Schmid
Enrico Zardini
D. Pastorello
AI4CE
301
1
0
27 Oct 2023
Augmented Electronic Ising Machine as an Effective SAT Solver
Augmented Electronic Ising Machine as an Effective SAT Solver
Anshujit Sharma
Matthew Burns
Andrew Hahn
Michael Huang
169
2
0
01 May 2023
Training Deep Boltzmann Networks with Sparse Ising Machines
Training Deep Boltzmann Networks with Sparse Ising MachinesNature Electronics (Nat. Electron.), 2023
Shaila Niazi
Navid Anjum Aadit
Masoud Mohseni
S. Chowdhury
Yao Qin
Kerem Y Çamsarı
AI4CE
342
64
0
19 Mar 2023
A full-stack view of probabilistic computing with p-bits: devices,
  architectures and algorithms
A full-stack view of probabilistic computing with p-bits: devices, architectures and algorithmsIEEE Journal on Exploratory Solid-State Computational Devices and Circuits (JESCDC), 2023
S. Chowdhury
Andrea Grimaldi
Navid Anjum Aadit
Shaila Niazi
Masoud Mohseni
...
S. Fukami
Luke Theogarajan
G. Finocchio
S. Datta
Kerem Y Çamsarı
TPM
422
108
0
13 Feb 2023
1
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