DocumentCode
3623680
Title
An Analog Circuit for Computing Radial Basis Kernels
Author
Lelia Festila;Lorant Andras Szolga;Mihaela Cirlugea;Albert Fazakas
Author_Institution
Basis of Electronics Department, Faculty for Electronics and Telecommunications, Technical University of Cluj-Napoca, 26. Baritiu Street, 400027, Romania. Tel/fax: 0040-264-591340, email: Lelia.Festila@bel.utcluj.ro
Volume
1
fYear
2006
fDate
5/1/2006 12:00:00 AM
Firstpage
275
Lastpage
279
Abstract
We present in this paper an analog CMOS current-mode circuit for calculating radial basis kernels. It represents the main component of some analog or mixed-signals support vector machine (SVM) classifiers. This circuit will be used in a PSpice simulation environment for VLSI circuits including SVMs for image detection, implemented in hardware, a useful tool not only in our multidisciplinary research but also in education. Simulations have been performed proving the validity of design and circuit functionality
Keywords
"Analog circuits","Analog computers","Kernel","Support vector machines","Support vector machine classification","Circuit simulation","CMOS analog integrated circuits","Current mode circuits","Computational modeling","Very large scale integration"
Publisher
ieee
Conference_Titel
Automation, Quality and Testing, Robotics, 2006 IEEE International Conference on
Print_ISBN
1-4244-0360-X
Type
conf
DOI
10.1109/AQTR.2006.254541
Filename
4022863
Link To Document