Simulation of Nanopore Sequencing Signals Based on BiGRU

Simulation of Nanopore Sequencing Signals Based on BiGRU

Oxford Nanopore sequencing is an important sequencing technology, which reads the nucleotide sequence by detecting the electrical current signal changes when DNA molecule is forced to pass through a biological nanopore. The research on signal simulation of nanopore sequencing is highly desirable for...

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Bibliographic Details
Main Authors: Weigang Chen, Peng Zhang, Lifu Song, Jinsheng Yang, Changcai Han
Format: Article
Language:English
Published: MDPI AG 2020-12-01
Series:Sensors
Subjects:
ONT nanopore sequencing
Bi-directional gated recurrent units
signal simulation
neural network
Online Access:https://www.mdpi.com/1424-8220/20/24/7244

Internet

https://www.mdpi.com/1424-8220/20/24/7244

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