Transformer Architecture and Attention Mechanisms in Genome Data Analysis: A Comprehensive Review

The emergence and rapid development of deep learning, specifically transformer-based architectures and attention mechanisms, have had transformative implications across several domains, including bioinformatics and genome data analysis. The analogous nature of genome sequences to language texts has...

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Bibliographic Details
Main Authors: Sanghyuk Roy Choi, Minhyeok Lee
Format: Article
Language:English
Published: MDPI AG 2023-07-01
Series:Biology
Subjects:
Online Access:https://www.mdpi.com/2079-7737/12/7/1033