Title :
New architecture for SVM classifier and its application to telecommunication problems
Author :
Vuk Vranjković;Rastislav Struharik
Author_Institution :
Fakultet tehnič
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"
Conference_Titel :
Telecommunications Forum (TELFOR), 2011 19th
Print_ISBN :
978-1-4577-1499-3
DOI :
10.1109/TELFOR.2011.6143852