Solution of state transfer matrix based on DNA strand displacement circuits

Dan Ling, Hao Su, Ce Sun, Junwei Sun, Yanfeng Wang
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Abstract

In recent years, DNA strand displacement (DSD) circuits have been developed in leaps and bounds. The high storage and parallelism of DNA give it an inherent advantage in the field of DNA computations. DSD is widely used in analog computations and neural network computations. However, there are few studies on solving state transfer matrix using DSD circuits. Aiming at the above problems, a scheme for solution of state transfer matrix based on DSD circuits is proposed. In this paper, the summation, subtraction, multiplication, division and exponential reaction modules are built by the DSD reactions. Based on the reaction modules, DNA chemical reaction networks of state transfer matrix are constructed. DSD circuits are built by cascading the DNA chemical reaction networks. The solution of the state transfer matrix is implemented through the DSD circuits. The Visual DSD is used to verify the practicality of DSD circuits. This scheme may provide a reference to analog computations based on DSD circuits.
基于 DNA 链位移电路的状态转移矩阵解法
近年来,DNA 链置换(DSD)电路的发展突飞猛进。DNA 的高存储性和并行性使其在 DNA 计算领域具有先天优势。DSD 广泛应用于模拟计算和神经网络计算。然而,利用 DSD 电路求解状态转移矩阵的研究却很少。针对上述问题,本文提出了一种基于 DSD 电路的状态转移矩阵求解方案。本文利用 DSD 反应建立了求和、减法、乘法、除法和指数反应模块。在反应模块的基础上,构建了状态转移矩阵的 DNA 化学反应网络。通过级联 DNA 化学反应网络构建 DSD 电路。通过 DSD 电路实现状态转移矩阵的求解。Visual DSD 用于验证 DSD 电路的实用性。该方案可为基于 DSD 电路的模拟计算提供参考。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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