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cs.ET2026
A Unified Performance-Cost Landscape of Parallel p-bit Ising Machines Based on Update Dynamics
Naoya Onizawa, Takahiro Hanyu
Parallel p-bit Ising machines are a promising platform for fast and energy-efficient combinatorial optimization, but their scalability depends on update synchronization, hardware d…
cs.ET2026★ 19 cited
Enhanced Convergence in p-bit Based Simulated Annealing with Partial Deactivation for Large-Scale Combinatorial Optimization Problems
Naoya Onizawa, Takahiro Hanyu
This article critically investigates the limitations of the simulated annealing algorithm using probabilistic bits (pSA) in solving large-scale combinatorial optimization problems.…