A nonlinear neural network based on an analog DNA toehold mediated strand displacement reaction circuit-Reference-Cited by-同舟云学术

A nonlinear neural network based on an analog DNA toehold mediated strand displacement reaction circuit

Published:2022 Issue:17 Volume:14 Page:6585-6599
ISSN:2040-3364
Container-title:Nanoscale
language:en
Short-container-title:Nanoscale

Author:

Zou Chengye¹²³^ORCID,Zhang Qiang²,Zhou Changjun⁴,Cao Wenyu⁵

Affiliation:

1. School of Mathematics and Statistics, Anyang Normal University, Anyang 455000, China

2. Faculty of Electronic Information and Electrical Engineering, Dalian University of Technology, Dalian 116024, China

3. Informedia Electronic Co., Ltd, Dalian University of Technology, Dalian 116024, China

4. College of Mathematics and Computer Science, Zhejiang Normal University, Jinhua 321000, China

5. Institution of Information Management and Information system, Dalian University of Technology, Dalian 116024, China

Abstract

In this work, a nonlinear neural network based on analog DNA toehold mediated strand displacement (DTMSD) reaction circuit is reported, which possesses the ability to learn the standard quadratic form functions via the adaptability of the circuit.

Funder

National Natural Science Foundation of China

Program for Changjiang Scholars and Innovative Research Team in University

Publisher

Royal Society of Chemistry (RSC)

Subject

General Materials Science

Link

http://pubs.rsc.org/en/content/articlepdf/2022/NR/D1NR06861J

Reference39 articles.

1. Information processing based on DNA toehold-mediated strand displacement (TMSD) reaction

2. DNA sequencing with chain-terminating inhibitors

3. Principles and Applications of Nucleic Acid Strand Displacement Reactions

4. Supervised Learning in Adaptive DNA Strand Displacement Networks

5. Implementing Feedforward Neural Network Using DNA Strand Displacement Reactions

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