Title :
A circuit for learning in fuzzy logic-based controllers
Author :
Colodro, F. ; Torralba, A. ; Franquelo, L.G.
Author_Institution :
Dept. de Ingenieria Electron., Escuela Superior de Ingenieros, Sevilla, Spain
fDate :
30 Apr-3 May 1995
Abstract :
This paper presents a chip intended for learning in fuzzy logic-based controllers. It uses the weight perturbation method to tune the parameters of the controller. This circuit can be used as a co-processor of any fuzzy logic-based controller whose internal parameters (e.g, output singletons and input membership function parameters) are externally accessible. The chip has been designed using a commercial 1.0 μm CMOS technology
Keywords :
CMOS digital integrated circuits; coprocessors; fuzzy control; fuzzy logic; learning (artificial intelligence); 1 micron; CMOS technology; coprocessor chip; fuzzy logic-based controllers; input membership function parameters; output singletons; weight perturbation method; Backpropagation algorithms; Circuits; Clocks; Fuzzy control; Fuzzy logic; Perturbation methods; Pulse amplifiers; Pulse width modulation; Signal generators; Space vector pulse width modulation;
Conference_Titel :
Circuits and Systems, 1995. ISCAS '95., 1995 IEEE International Symposium on
Conference_Location :
Seattle, WA
Print_ISBN :
0-7803-2570-2
DOI :
10.1109/ISCAS.1995.521505
