Riboflow: Using Deep Learning to Classify Riboswitches With ∼99% Accuracy

Riboflow: Using Deep Learning to Classify Riboswitches With ∼99% Accuracy

Riboswitches are cis-regulatory genetic elements that use an aptamer to control gene expression. Specificity to cognate ligand and diversity of such ligands have expanded the functional repertoire of riboswitches to mediate mounting apt responses to sudden metabolic demands and signal changes in env...

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Bibliographic Details
Main Authors:	Keshav Aditya R. Premkumar, Ramit Bharanikumar, Ashok Palaniappan
Format:	Article
Language:	English
Published:	Frontiers Media S.A. 2020-07-01
Series:	Frontiers in Bioengineering and Biotechnology
Subjects:	riboswitch family synthetic biology machine learning convolutional neural network recurrent neural network hyperparameter optimization
Online Access:	https://www.frontiersin.org/article/10.3389/fbioe.2020.00808/full

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