Efficient optimization with higher-order Ising machines

Abstract A prominent approach to solving combinatorial optimization problems on parallel hardware is Ising machines, i.e., hardware implementations of networks of interacting binary spin variables. Most Ising machines leverage second-order interactions although important classes of optimization prob...

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Hlavní autoři: Connor Bybee, Denis Kleyko, Dmitri E. Nikonov, Amir Khosrowshahi, Bruno A. Olshausen, Friedrich T. Sommer
Médium: Článek
Jazyk:English
Vydáno: Nature Portfolio 2023-09-01
Edice:Nature Communications
On-line přístup:https://doi.org/10.1038/s41467-023-41214-9