Title :
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
fDate :
6/23/1905 12:00:00 AM
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;
Conference_Titel :
Fuzzy Systems, 2001. The 10th IEEE International Conference on
Conference_Location :
Melbourne, Vic.
Print_ISBN :
0-7803-7293-X
DOI :
10.1109/FUZZ.2001.1008832
