Multiple sequence alignment based on deep reinforcement learning with self-attention and positional encoding

MOTIVATION: Multiple sequence alignment (MSA) is one of the hotspots of current research and is commonly used in sequence analysis scenarios. However, there is no lasting solution for MSA because it is a Nondeterministic Polynomially complete problem, and the existing methods still have room to impr...

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Detalles Bibliográficos
Autores principales: Liu, Yuhang, Yuan, Hao, Zhang, Qiang, Wang, Zixuan, Xiong, Shuwen, Wen, Naifeng, Zhang, Yongqing
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2023
Materias:
Original Paper
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10628385/
https://www.ncbi.nlm.nih.gov/pubmed/37856335
http://dx.doi.org/10.1093/bioinformatics/btad636

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10628385/
https://www.ncbi.nlm.nih.gov/pubmed/37856335
http://dx.doi.org/10.1093/bioinformatics/btad636

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