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Empirical Study of Protein Feature Representation on Deep Belief Networks Trained with Small Data for Secondary Structure Prediction

preprint

posted on 2021-02-02, 14:14 authored by Shamima RashidShamima Rashid

Small data training approach using Deep Belief Networks applied to two different types of protein feature representation

Funding

Ministry of Education Singapore (MOE2019-T2-2-175)

History

Email Address of Submitting Author

sham0012@e.ntu.edu.sg

ORCID of Submitting Author

0000-0002-0157-6525

Submitting Author's Institution

Nanyang Technological University

Submitting Author's Country

Singapore

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Categories

Keywords

Bioinformatics Protein secondary structure prediction Deep belief networks energy-profiles

Licence

CC BY-NC-SA 4.0

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