DocumentCode
1064993
Title
A context switchable fuzzy inference chip
Author
Cao, Qi ; Lim, Meng Hiot ; Li, Ju Hui ; Ong, Yew Soon ; Ng, Wil Lie
Author_Institution
Sch. of Electr. & Electron. Eng., Nanyang Technol. Univ., Singapore
Volume
14
Issue
4
fYear
2006
Firstpage
552
Lastpage
567
Abstract
This paper describes a novel design of a fuzzy inference chip that allows for real-time online context switching. A context refers to a situation or scenario of an application requiring specific domain knowledge. In particular, our focus is on the class of applications involving embedded fuzzy control. The domain knowledge therefore refers to fuzzy rules and memberships. The kind of applications being considered is real-time in nature, which necessitates the implementation of hardware for fuzzy inferencing. The chip architecture is described and details on the design of the chip is presented
Keywords
fuzzy control; fuzzy set theory; inference mechanisms; neural chips; context switchable fuzzy inference chip; embedded fuzzy control; real-time online context switching; reconfigurable fuzzy chip; Application software; Automobiles; Fuzzy control; Fuzzy set theory; Fuzzy systems; Hardware; Integrated circuit technology; Robot control; Switches; Washing machines; Context switching; embedded fuzzy control; evolvable systems; fuzzy inference; reconfigurable fuzzy chip;
fLanguage
English
Journal_Title
Fuzzy Systems, IEEE Transactions on
Publisher
ieee
ISSN
1063-6706
Type
jour
DOI
10.1109/TFUZZ.2006.876735
Filename
1664890
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