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Sequential spin-logic algorithmics for Ising machines
Laura Michel1, Marco Rogier1, Frédéric Lechenault1
1Université Paris Diderot, Sorbonne University, PSL Research University, Laboratoire de Physique de l'École Normale Supérieure, ENS, CNRS, Sorbonne Paris Cité, 75005 Paris, France.
Abstract:
Ising machines are considered as promising hardware solvers. The idea is to map the solution of a problem to the ground state of an Ising spin glass and find this minimum by performing annealing in an Ising machine that emulates spin physics. However, previous approaches to deterministic sequential algorithmics have been plagued by the hiearchy problem: couplings become exponentially small along the causal direction. Here, we present a method to map sequential algorithms to an Ising problem with only a linear decay of the couplings and illustrate this with n-bit binary number adders. The resulting computing system is thus scalable, opening a way for efficient Ising machines for sequential algorithms.
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