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
fDate :
5/1/2006 12:00:00 AM
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"
Conference_Titel :
Automation, Quality and Testing, Robotics, 2006 IEEE International Conference on
Print_ISBN :
1-4244-0360-X
DOI :
10.1109/AQTR.2006.254541
