DocumentCode
2717632
Title
A high-end binary search unit for svm dna micro-arrays
Author
Sotiropoulos, Y. ; Sotiriades, E. ; Papaefstathiou, I.
Author_Institution
Dept. of Electron. & Comput. Eng., Tech. Univ. of Crete, Chania
fYear
2008
fDate
16-18 Dec. 2008
Firstpage
1
Lastpage
5
Abstract
The Use of DNA micro-arrays helps scientist detecting several types of cancer at primitive stage. There is a great amount of data that have to be processed when using DNA micro-arrays by computational heavy algorithms. For these two reasons, the great scientific interest of the problem, and the heavy computational load of the algorithm, bioinformatics research community have proposed several approaches, while the reconfigurable logic research community has implement certain systems for performance boosting. At this paper we have profiled the algorithm that produce the most accurate results, and implement the computational intensive functions in a reconfigurable based system. This approach produces up to 500 times performance boosting in comparison with a conventional general purpose processor using Matlab.
Keywords
biocomputing; bioinformatics; mathematics computing; support vector machines; Matlab; SVM DNA micro-arrays; bioinformatics research community; computational heavy algorithms; high-end binary search unit; support vector machine; Bioinformatics; Boosting; Cancer detection; DNA computing; Delay; Laboratories; Mathematical model; Reconfigurable logic; Signal processing algorithms; Support vector machines;
fLanguage
English
Publisher
ieee
Conference_Titel
Innovations in Information Technology, 2008. IIT 2008. International Conference on
Conference_Location
Al Ain
Print_ISBN
978-1-4244-3396-4
Type
conf
DOI
10.1109/INNOVATIONS.2008.4781700
Filename
4781700
Link To Document