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Construction of Gene Regulatory Networks Using Recurrent Neural Networks and Swarm Intelligence

We have proposed a methodology for the reverse engineering of biologically plausible gene regulatory networks from temporal genetic expression data. We have used established information and the fundamental mathematical theory for this purpose. We have employed the Recurrent Neural Network formalism...

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Detalles Bibliográficos
Autores principales: Khan, Abhinandan, Mandal, Sudip, Pal, Rajat Kumar, Saha, Goutam
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4889854/
https://www.ncbi.nlm.nih.gov/pubmed/27298752
http://dx.doi.org/10.1155/2016/1060843