DocumentCode
1596638
Title
The VLSI design of a digital fuzzification circuit for a 4 input CMOS fuzzy processor running at a rate of 320 ns
Author
Gabrielli, A. ; Gandolfi, E. ; Masetti, M.
Author_Institution
Dipartimento di Fisica, Bologna Univ., Italy
fYear
1996
Firstpage
33
Lastpage
37
Abstract
The paper first summarizes the architecture of a VLSI fuzzy processor that can be fabricated in 0.7 μm digital CMOS technology. This processor is able to process a four 7-bit input data set every 320 ns. This rate increases up to 100 ns if only two inputs are processed. The innovative feature of this design is the independence of the processing rate from the fuzzy system. The fuzzy chip architecture is pipelined and each step takes 20 ns. We describe in this paper the fuzzification process: in our solution the membership functions (MFs) have a triangular shape, therefore there is a memory where the related points necessary to define the shape are stored. In one pipeline step the MF shape is generated and in the following step the grade of truth α is computed. In this paper we describe in details the circuit
Keywords
CMOS digital integrated circuits; VLSI; fuzzy logic; fuzzy systems; microprocessor chips; parallel architectures; pipeline processing; 0.7 micron; 320 ns; CMOS fuzzy processor; VLSI design; digital CMOS technology; digital fuzzification circuit; fuzzy chip architecture; membership functions; pipeline processing; CMOS digital integrated circuits; CMOS process; CMOS technology; Frequency selective surfaces; Fuzzy sets; Fuzzy systems; Input variables; Physics; Shape; Very large scale integration;
fLanguage
English
Publisher
ieee
Conference_Titel
Neuro-Fuzzy Systems, 1996. AT'96., International Symposium on
Conference_Location
Lausanne
Print_ISBN
0-7803-3367-5
Type
conf
DOI
10.1109/ISNFS.1996.603817
Filename
603817
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