DASSI: differential architecture search for splice identification from DNA sequences

DASSI: differential architecture search for splice identification from DNA sequences

Background: The data explosion caused by unprecedented advancements in the field of genomics is constantly challenging the conventional methods used in the interpretation of the human genome. The demand for robust algorithms over the recent years has brought huge success in the field of Deep Learnin...

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Bibliographic Details
Main Authors: Amira, P.A (Author), Boughorbel, D.S (Author), Moosa, S. (Author)
Format: Article
Language:English
Published: BioMed Central Ltd 2021
Subjects:
Arabidopsis thaliana
article
benchmarking
Caenorhabditis elegans
convolutional neural network
Convolutional neural networks
deep learning
Deep learning
DNA sequence
Drosophila melanogaster
genomics
Genomics
human
human experiment
molecular recognition
Neural architecture search
nonhuman
Splice site
transfer of learning
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