DocumentCode
3645683
Title
New architecture for SVM classifier and its application to telecommunication problems
Author
Vuk Vranjković;Rastislav Struharik
Author_Institution
Fakultet tehnič
fYear
2011
Firstpage
1543
Lastpage
1545
Abstract
We propose a new digital architecture for a SVM classification. The architecture uses a kernel which is suited for an implementation as a digital architecture in embedded systems. It is then tested on a channel equalization problem where real-time performances are important and hardware implementation of the classification is needed.
Keywords
"Kernel","Support vector machines","Hardware","Training","Mathematical model","Computer architecture","Machine learning"
Publisher
ieee
Conference_Titel
Telecommunications Forum (TELFOR), 2011 19th
Print_ISBN
978-1-4577-1499-3
Type
conf
DOI
10.1109/TELFOR.2011.6143852
Filename
6143852
Link To Document