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Sparse Convolutional Neural Networks for Genome-Wide Prediction

Genome-wide prediction (GWP) has become the state-of-the art method in artificial selection. Data sets often comprise number of genomic markers and individuals in ranges from a few thousands to millions. Hence, computational efficiency is important and various machine learning methods have successfu...

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Detalles Bibliográficos
Autores principales: Waldmann, Patrik, Pfeiffer, Christina, Mészáros, Gábor
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7029737/
https://www.ncbi.nlm.nih.gov/pubmed/32117441
http://dx.doi.org/10.3389/fgene.2020.00025