An Efficient Lightweight Hybrid Model with Attention Mechanism for Enhancer Sequence Recognition

An Efficient Lightweight Hybrid Model with Attention Mechanism for Enhancer Sequence Recognition

Enhancers are sequences with short motifs that exhibit high positional variability and free scattering properties. Identification of these noncoding DNA fragments and their strength are extremely important because they play a key role in controlling gene regulation on a cellular basis. The identific...

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Bibliographic Details
Main Authors: Suliman Aladhadh, Saleh A. Almatroodi, Shabana Habib, Abdulatif Alabdulatif, Saeed Ullah Khattak, Muhammad Islam
Format: Article
Language:English
Published: MDPI AG 2022-12-01
Series:Biomolecules
Subjects:
deep learning
enhancer sequence
convolution neural network
sequential learning models
temporal attention mechanism
Online Access:https://www.mdpi.com/2218-273X/13/1/70

Internet

https://www.mdpi.com/2218-273X/13/1/70

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