Deep phenotyping: deep learning for temporal phenotype/genotype classification

BACKGROUND: High resolution and high throughput genotype to phenotype studies in plants are underway to accelerate breeding of climate ready crops. In the recent years, deep learning techniques and in particular Convolutional Neural Networks (CNNs), Recurrent Neural Networks and Long-Short Term Memo...

Descripción completa

Detalles Bibliográficos
Autores principales: Taghavi Namin, Sarah, Esmaeilzadeh, Mohammad, Najafi, Mohammad, Brown, Tim B., Borevitz, Justin O.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2018
Materias:
Methodology
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6076396/
https://www.ncbi.nlm.nih.gov/pubmed/30087695
http://dx.doi.org/10.1186/s13007-018-0333-4

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6076396/
https://www.ncbi.nlm.nih.gov/pubmed/30087695
http://dx.doi.org/10.1186/s13007-018-0333-4

Ejemplares similares