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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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Bibliographic Details
Published in:Scientifica (Cairo)
Main Authors: Khan, Abhinandan, Mandal, Sudip, Pal, Rajat Kumar, Saha, Goutam
Format: Artigo
Language:Inglês
Published: Hindawi Publishing Corporation 2016
Subjects:
Online Access: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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