GPU-accelerated simulated annealing based on p-bits with real-world device-variability modeling

Abstract Probabilistic computing using probabilistic bits (p-bits) presents an efficient alternative to traditional CMOS logic for complex problem-solving, including simulated annealing and machine learning. Realizing p-bits with emerging devices such as magnetic tunnel junctions introduces device v...

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Bibliographic Details
Main Authors: Naoya Onizawa, Takahiro Hanyu
Format: Article
Language:English
Published: Nature Portfolio 2025-02-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-025-90520-3
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