Title :
Analog design of a Radial Basis Function network
Author :
Yan, Liang ; Dongming, Jin
Author_Institution :
Tsinghua Univ., Beijing
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;
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
DOI :
10.1109/ICASIC.2007.4415582
