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Quantum advantage for computations with limited space
arXiv - CS - Emerging Technologies Pub Date : 2020-08-14 , DOI: arxiv-2008.06478
Dmitri Maslov, Jin-Sung Kim, Sergey Bravyi, Theodore J. Yoder, and Sarah Sheldon

Quantum computations promise the ability to solve problems intractable in the classical setting. Restricting the types of computations considered often allows to establish a provable theoretical advantage by quantum computations, and later demonstrate it experimentally. In this paper, we consider space-restricted computations, where input is a read-only memory and only one (qu)bit can be computed on. We show that $n$-bit symmetric Boolean functions can be implemented exactly through the use of quantum signal processing as restricted space quantum computations using $O(n^2)$ gates, but some of them may only be evaluated with probability $\frac{1}{2} {+} \tilde{O}(\frac{1}{\sqrt{n}})$ by analogously defined classical computations. We experimentally demonstrate computations of $3$- and a $4$-bit symmetric Boolean functions by quantum circuits, leveraging custom two-qubit gates, with algorithmic success probability exceeding the best possible classically. This establishes and experimentally verifies a different kind of quantum advantage -- one where a quantum bit stores more useful information for the purpose of computation than a classical bit. This suggests that in computations, quantum scrap space is more valuable than analogous classical space and calls for an in-depth exploration of space-time tradeoffs in quantum circuits.

中文翻译:

有限空间计算的量子优势

量子计算有望解决经典环境中难以解决的问题。限制考虑的计算类型通常允许通过量子计算建立可证明的理论优势,然后通过实验证明它。在本文中,我们考虑空间受限的计算,其中输入是只读存储器,并且只能计算一个 (qu) 位。我们表明 $n$ 位对称布尔函数可以通过使用量子信号处理作为使用 $O(n^2)$ 门的受限空间量子计算来精确实现,但其中一些可能只能以概率 $\ frac{1}{2} {+} \tilde{O}(\frac{1}{\sqrt{n}})$ 通过类似定义的经典计算。我们通过量子电路实验证明了 $3$- 和 $4$-bit 对称布尔函数的计算,利用定制的两量子位门,算法成功概率超过了经典的最佳可能性。这建立并通过实验验证了一种不同的量子优势——在这种优势中,量子位比经典位存储更多用于计算的有用信息。这表明在计算中,量子废料空间比类似的经典空间更有价值,需要深入探索量子电路中的时空权衡。
更新日期:2020-08-17
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