Title :
CMOS circuit design of programmable neural net classifier of ´exclusive´ classes
Author :
Caviglia, D.D. ; Bisio, G.M. ; Daglio, P. ; Valle, M.
Author_Institution :
Dipartimento di Ingegneria Biofisica ed Ellettronica, Genova Univ., Italy
Abstract :
A circuit implementation of a pattern classifier based on the Hamming net is proposed. The circuit classifies pattern configurations representing the digits 0, . . ., 9; it is based on a standard CMOS technology and it allows a simple and reliable implementation. The circuit has been simulated by using SPICE; it exhibits notable robustness, since its functionality is not affected by parameter variations in a wide range.
Keywords :
CMOS integrated circuits; neural nets; pattern recognition; Hamming net; SPICE; functionality; pattern classifier; pattern configurations; programmable neural net classifier; robustness; standard CMOS technology;
Journal_Title :
Electronics Letters
DOI :
10.1049/el:19890719
