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GeSe-Based Ovonic Threshold Switching Volatile True Random Number Generator

机译:基于GEES的ovonic阈值切换易失性真随机数发生器

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摘要

In this paper, we propose and demonstrate a novel technique for true random number generator (TRNG) application using GeSe-based Ovonic threshold switching (OTS) selector devices. The inherent variability in OTS threshold voltage results in a bimodal distribution of on/off states which can be easily converted into digital bits. The experimental evaluation shows that the proposed TRNG enables the generation of high-quality random bits that passed 12 tests in the National Institute of Standards and Technology statistical test suite without complex external circuits for post-processing. The randomness is further evidenced by the prediction rate of & x007E; 50& x0025; using machine learning algorithm. Compared with the TRNGs based on non-volatile memories, the volatile nature of OTS avoids the reset operation, thus further simplifying the operation and improving the generation frequency.
机译:在本文中,我们提出并展示了使用基于GESE的ovonic阈值切换(OTS)选择器装置的真正随机数发生器(TRNG)应用的新技术。 OTS阈值电压的固有变化导致开/关状态的双峰分布,其可以容易地转换为数字位。实验评估表明,建议的TRNG能够产生在国家标准和技术统计测试套件中通过12次测试的高质量随机比特,而无需复杂的外部电路进行后处理。随机性进一步通过&x007e的预测率证明; 50&x0025;使用机器学习算法。与基于非易失性存储器的TRNG相比,OTS的挥发性性质避免了复位操作,从而进一步简化了操作并提高了生成频率。

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