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cs.LG2026★ 7 cited
GPU-accelerated simulated annealing based on p-bits with real-world device-variability modeling
Naoya Onizawa, Takahiro Hanyu
Probabilistic computing using probabilistic bits (p-bits) presents an efficient alternative to traditional CMOS logic for complex problem-solving, including simulated annealing and…
cs.LG2023★ 9 cited
Local Energy Distribution Based Hyperparameter Determination for Stochastic Simulated Annealing
Naoya Onizawa, Kyo Kuroki, Duckgyu Shin +1
This paper presents a local energy distribution based hyperparameter determination for stochastic simulated annealing (SSA). SSA is capable of solving combinatorial optimization pr…