Fuzzy rule-based system formed on a single semiconductor chip

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395900, G06F 944, G06F 700

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active

056007574

ABSTRACT:
A one-chip fuzzy processing apparatus is constituted by integrating a grade calculation circuit for obtaining the grades of IF part membership functions corresponding to a variable value, a THEN part membership function generator for generating THEN part membership functions, a combining circuit for modifying the THEN part membership functions, and combining the modified membership functions, and a defuzzify circuit for defuzzifying the output from the combining circuit. The combining circuit includes a circuit for obtaining a minimum value of grades of the IF part membership functions for each fuzzy rule, a circuit for comparing an obtained minimum value with a THEN part membership function for each fuzzy rule to cut a peak of the THEN part membership function, and a maximum processor for combining the THEN part membership functions by obtaining a maximum value of the modified THEN part membership functions. The defuzzify circuit includes a circuit for obtaining a center of gravity of the membership function combined by the combining circuit. The THEN part membership function generator is constituted by a counter, and a circuit for sequentially outputting the grades of the THEN part membership functions using the count values from the counter as x-coordinate values.

REFERENCES:
patent: 4837725 (1989-06-01), Yamakawa
patent: 4875184 (1989-10-01), Yamakawa
patent: 5179629 (1993-01-01), Nakamura
VLSI Fuzzy Chip and Inference Accelerator Board Systems; Watanabe et al; Proc. 21st Inter Sym Multiple-Valued Logic; 26-29 May 1991; pp. 120-127.
A Fuzzy Logic Controller with Reconfigurable Cascadable Architecture; Dentoff et al; Proc. 1989 IEEE Conf On Computer Design; 1989; pp. 474-478.
Electronic Engineering, vol. 61, No. 750, Jun. 1989, pp. 75-77, "Fuzzy Logic Processor For Real-Time Control".
Proceedings of the 27th International Symposium on Multiple-Valued Logic, May 26-28, 1987, pp. 25-29, M. Togai, et al., "A Fuzzy Logic Chip and A Fuzzy Inference Accelerator For Real-Time Approximate Reasoning".
IEEE Journal of Solid-State Circuits, vol. 25, No. 2, Apr. 1990, pp. 376-382, H. Watanabe, et al., "A VLSI Fuzzy Logic Controller with Reconfigurable, Cascadable Architecture".

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