量子电路到最近邻设计的有效二维映射

Anirban Bhattacharjee, H. Rahaman
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引用次数: 1

摘要

在过去的几年里,人们见证了量子计算领域的巨大进步。虽然离子阱、核磁共振、量子点等量子技术已经成为实现量子电路的有前途的平台,但这些技术面临着一些设计问题。其中一个重要的设计问题是最近邻条件,它要求量子位与相邻的邻居相互作用。这个问题可以通过在电路中添加SWAP门来解决。通过这样做,电路的开销增加,因此需要开发具有最小交换门数量的神经网络设计。针对这一点,在本工作中,我们引入了一种启发式设计方法,用于在二维结构中高效地实现量子电路的神经网络。我们的神经网络变换过程分两个阶段进行,首先在第一阶段,使用量子位放置策略将输入电路映射到二维配置,然后在第二阶段通过SWAP门插入获得神经网络设计。最后,对设计算法进行了大量的基准函数评估,并将结果与现有的一些工作进行了比较。通过比较可以看出,我们提出的方法比已有的方法性能更好。
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An Efficient 2D Mapping of Quantum Circuits to Nearest Neighbor Designs
In the last few years, tremendous improvement in the field of quantum computing has been witnessed. Although quantum technologies such as ion-trap, NMR, quantum dots have emerged as the promising platforms for implementing quantum circuits but these technologies have faced several design issues. One such important design problem is the nearest neighbor condition, which requires the qubits to interact with adjacent neighbors. This problem can be addressed by adding SWAP gates in the circuit. By doing so, the overhead in the circuit increases thus NN designs with minimum number of SWAP gates need to be developed. Focusing on this, here, in this work, we introduce a heuristic design method for efficient NN realization of quantum circuits in 2D architecture. Our NN transformation process is carried out in two phases, where initially in the first phase, the input circuit is mapped to 2D configuration using a qubit placement strategy and then in the second phase NN designs are obtained through SWAP gate insertion. At the end, the design algorithm has been evaluated over a large set of benchmark functions and the results are compared with some of the existing works. From this comparison, it is seen that our proposed method performs better than the reported works.
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