Advantages of imperfect dice rolls over coin flips for random number generation

Abstract With an eye toward neural-inspired probabilistic computation, recent work has examined the development of true random number generators via stochastic devices. Typically, these devices are operated in a two-state regime to produce a sequence of binary outcomes (i.e., coin flips). However, t...

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Bibliographic Details
Main Authors: Douglas T. Pfeffer, Christopher R. Allemang, Shashank Misra, William Severa, J. Darby Smith
Format: Article
Language:English
Published: Nature Portfolio 2025-04-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-025-96492-8
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