8 citations · 10 across the 5 of their papers we have counts for
5 papers
Beyond Gradient Descent: Adam for Analog Ising Machines
Stijn Van Vooren, Guy Van der Sande, Guy Verschaffelt
As Moore's law reaches its limits, Ising machines offer a promising alternative computing approach for difficult optimization problems. However, many analog, time-continuous Ising…
Reducing hyperparameter sensitivity in measurement-feedback based Ising machines
Toon Sevenants, Guy Van der Sande, Guy Verschaffelt
Analog Ising machines have been proposed as heuristic hardware solvers for combinatorial optimization problems, with the potential to outperform conventional approaches, provided t…
How to Incorporate External Fields in Analog Ising Machines
Robbe De Prins, Jacob Lamers, Peter Bienstman +3
Ising machines (IMs) are specialized devices designed to efficiently solve combinatorial optimization problems (COPs). They consist of artificial spins that evolve towards a low-en…
Requirements on bit resolution in optical Ising machine implementations
Toon Sevenants, Guy Van der Sande, Guy Verschaffelt
Optical Ising machines have emerged as a promising dynamical hardware solver for computational hard optimization problems. These Ising machines typically require an optical modulat…
Using continuation methods to analyse the difficulty of problems solved by Ising machines
Jacob Lamers, Guy Verschaffelt, Guy Van der Sande
Ising machines are dedicated hardware solvers of NP-hard optimization problems. However, they do not always find the most optimal solution. The probability of finding this optimal…