利用场可编程门阵列驱动磁隧道结生成一万亿真实随机比特

IF 16.4 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY Accounts of Chemical Research Pub Date : 2024-06-18 DOI:10.1109/LMAG.2024.3416091
Andre Dubovskiy;Troy Criss;Ahmed Sidi El Valli;Laura Rehm;Andrew D. Kent;Andrew Haas
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引用次数: 0

摘要

大量随机数在广泛的应用中至关重要。我们最近证明,垂直纳米柱磁隧道结(pMTJ)在短脉冲驱动下可以产生真正的随机比特。然而,我们的实现使用了高端且昂贵的电子设备,如高带宽任意波形发生器和模数转换器,而且仅限于相对较低的数据传输速率。在这里,我们利用现场可编程门阵列(FPGA)大幅提高了随机致动 pMTJ(SMART-pMTJ)的真正随机数生成速度,证明了在超过 10 Mb/s 的速率下可生成超过 ${text{10}}^{text{12}}$ 的比特。生成的比特流通过了 NIST 随机性统计测试套件,只需进行一次 xor 操作。除了设置成本降低百倍、比特率提高千倍之外,该技术的进步还包括利用定制设计的模拟子板简化和优化随机比特生成,以连接 FPGA 和 SMART-pMTJ。由此产生的设置进一步实现了 FPGA 对 MTJ 数据的高速处理,用于随机建模和密码学。
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One Trillion True Random Bits Generated With a Field-Programmable Gate Array Actuated Magnetic Tunnel Junction
Large quantities of random numbers are crucial in a wide range of applications. We have recently demonstrated that perpendicular nanopillar magnetic tunnel junctions (pMTJs) can produce true random bits when actuated with short pulses. However, our implementation used high-end and expensive electronics, such as a high-bandwidth arbitrary waveform generator and analog-to-digital converter, and was limited to relatively low data rates. Here, we significantly increase the speed of true random-number generation of our stochastic actuated pMTJs (SMART-pMTJs) using field-programmable gate arrays (FPGAs), demonstrating the generation of over ${\text{10}}^{\text{12}}$ bits at rates exceeding 10 Mb/s. The resulting bitstreams pass the NIST Statistical Test Suite for randomness with only one xor operation. In addition to a hundred-fold reduction in the setup cost and a thousand-fold increase in bitrate, the advancement includes simplifying and optimizing random bit generation with a custom-designed analog daughterboard to interface an FPGA and SMART-pMTJ. The resulting setup further enables FPGA at-speed processing of MTJ data for stochastic modeling and cryptography.
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来源期刊
Accounts of Chemical Research
Accounts of Chemical Research 化学-化学综合
CiteScore
31.40
自引率
1.10%
发文量
312
审稿时长
2 months
期刊介绍: Accounts of Chemical Research presents short, concise and critical articles offering easy-to-read overviews of basic research and applications in all areas of chemistry and biochemistry. These short reviews focus on research from the author’s own laboratory and are designed to teach the reader about a research project. In addition, Accounts of Chemical Research publishes commentaries that give an informed opinion on a current research problem. Special Issues online are devoted to a single topic of unusual activity and significance. Accounts of Chemical Research replaces the traditional article abstract with an article "Conspectus." These entries synopsize the research affording the reader a closer look at the content and significance of an article. Through this provision of a more detailed description of the article contents, the Conspectus enhances the article's discoverability by search engines and the exposure for the research.
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