Title :
Bioinformatics in neurocomputing framework
Author :
Ray, S.S. ; Bandyopadhyay, S. ; Mitra, P. ; Pal, S.K.
Author_Institution :
Machine Intelligence Unit, Indian Stat. Inst., Kolkata, India
Abstract :
Different bioinformatics tasks like gene sequence analysis, gene finding, protein structure prediction and analysis, gene expression with microarray analysis and gene regulatory network analysis are described along with some classical approaches. The relevance of intelligent systems and neural networks to these problems is mentioned. Different neural network based algorithms to address the aforesaid tasks are then presented. Finally some limitations of the current research activity are provided. An extensive bibliography is included.
Keywords :
DNA; biology computing; genetics; neural nets; bioinformatics; gene expression; gene finding; gene regulatory network analysis; gene sequence analysis; intelligent systems; microarray analysis; neural networks; neurocomputing framework; protein structure analysis; protein structure prediction;
Journal_Title :
Circuits, Devices and Systems, IEE Proceedings -
DOI :
10.1049/ip-cds:20045051