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
Main Authors: Abhinandan Khan, Sudip Mandal, Rajat Kumar Pal, Goutam Saha
Format: Article
Language:English
Published: Hindawi Limited 2016-01-01
Series:Scientifica
Online Access:http://dx.doi.org/10.1155/2016/1060843