Electronic prototype for fuzzy c-means clustering: analog building blocks

Author

Gómez-Castañeda, Felipe ; Moreno-Cadenas, José A. ; Flores-Nava, Luis M. ; Reyes-Barranca, Alfredo

Author_Institution

Electr. Eng. Dept, CINVESTAV-IPN, Mexico City, Mexico

Volume

3

fYear

2001

fDate

6/23/1905 12:00:00 AM

Firstpage

1047

Lastpage

1049

Abstract

We present an electronic system whose architecture follows a neural fuzzy structure for computing a fuzzy c-means process in parallel. The electronic design in this work is oriented towards building an analog prototype employing standard integrated circuits in bipolar technology and a floating-gate nMOS transistor array. Estimation of the electrical performance of the building blocks in this system is carried out by simulation in PSpice

Keywords

MOS analogue integrated circuits; SPICE; analogue processing circuits; bipolar analogue integrated circuits; circuit simulation; fuzzy neural nets; neural chips; neural net architecture; pattern clustering; performance evaluation; PSpice simulation; analog building blocks; analog prototype; bipolar techno1gy; electrical performance estimation; electronic design; electronic system architecture; floating-gate nMOS transistor array; fuzzy c-means clustering; neural fuzzy structure; parallel computation; standard integrated circuits; Analog integrated circuits; Bipolar integrated circuits; Buildings; Computational modeling; Computer architecture; Concurrent computing; Fuzzy systems; Integrated circuit technology; MOSFETs; Prototypes;

fLanguage

English

Publisher

ieee

Conference_Titel

Fuzzy Systems, 2001. The 10th IEEE International Conference on

Conference_Location

Melbourne, Vic.

Print_ISBN

0-7803-7293-X

Type

conf

DOI

10.1109/FUZZ.2001.1008832

Filename

1008832