Title :
A systolic array circuit for the fuzzy inference process
Author :
Thiessenhusen, Thilo ; Schackow, Alexander ; Schuffny, Rene
Author_Institution :
Inst. fur Grundlagen der Elektrotechnik/Elektronik, Tech. Univ. Dresden, Germany
fDate :
3/9/1994 12:00:00 AM
Abstract :
The fuzzy inference process is mostly used in control applications today. Investigations show that for possible future application cases, for instance fuzzy expert systems and multi-stage controllers, sup-min composition in combination with Godel implication will achieve better results than the match factor method which is generally used in fuzzy hard- and software for cost reasons. This permits the chaining of inference units for more complex fuzzy systems. However, the calculation expenses for sup-min composition with Godel implication are high, therefore the use of a processor array becomes necessary. After a short discussion of the algorithm the prototype of a Godel implication based, cascadable array circuit for fuzzy inputs and outputs will be presented
Keywords :
fuzzy logic; inference mechanisms; systolic arrays; Godel implication; cascadable array circuit; complex fuzzy systems; fuzzy inference process; fuzzy inputs; fuzzy outputs; processor array; sup-min composition; systolic array circuit;
Conference_Titel :
Hardware Implementation of Neural Networks and Fuzzy Logic, IEE Colloquium on