DocumentCode
2567455
Title
Analog design of a Radial Basis Function network
Author
Yan, Liang ; Dongming, Jin
Author_Institution
Tsinghua Univ., Beijing
fYear
2007
fDate
22-25 Oct. 2007
Firstpage
122
Lastpage
125
Abstract
This paper proposed several CMOS analog circuits for Radial Basis Function (RBF) network, including absolute circuit, mean square root circuit, and Gaussian synapse circuit. And then a two-input/one-output RBF network with two hidden nodes composed of these circuits is implemented HSPICE simulation results show that all the proposed circuits can operate properly, and provide characteristics of high operation capacity and simple structure.
Keywords
CMOS analogue integrated circuits; SPICE; circuit CAD; radial basis function networks; CMOS analog circuits; Gaussian synapse circuit; HSPICE simulation; RBF network; absolute circuit; mean square root circuit; radial basis function network; Analog circuits; Automotive engineering; CMOS analog integrated circuits; CMOS technology; Circuit simulation; Energy consumption; Engines; Hardware; Microelectronics; Radial basis function networks;
fLanguage
English
Publisher
ieee
Conference_Titel
ASIC, 2007. ASICON '07. 7th International Conference on
Conference_Location
Guilin
Print_ISBN
978-1-4244-1132-0
Electronic_ISBN
978-1-4244-1132-0
Type
conf
DOI
10.1109/ICASIC.2007.4415582
Filename
4415582
Link To Document