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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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Détails bibliographiques
Publié dans:Scientifica (Cairo)
Auteurs principaux: Khan, Abhinandan, Mandal, Sudip, Pal, Rajat Kumar, Saha, Goutam
Format: Artigo
Langue:Inglês
Publié: Hindawi Publishing Corporation 2016
Sujets:
Accès en ligne:https://ncbi.nlm.nih.gov/pmc/articles/PMC4889854/
https://ncbi.nlm.nih.gov/pubmed/27298752
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1155/2016/1060843
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