DocumentCode
1145452
Title
Cognitive reasoning using fuzzy neural nets
Author
Pal, Sanjukta ; Konar, Amit
Author_Institution
Dept. of Comput. Services, Garden Reach Shipbuilders & Eng. Ltd., Calcutta, India
Volume
26
Issue
4
fYear
1996
fDate
8/1/1996 12:00:00 AM
Firstpage
616
Lastpage
619
Abstract
The paper presents a new model for cognitive reasoning using fuzzy neural nets. The analysis of the proposed model yields guaranteed stability of the temporal fuzzy inferences, derived from the network and conditional stability of the structure of the cognitive map, framed by the arcs of the network. The results arrived at in the paper have been illustrated with reference to a typical weather forecast system
Keywords
cognitive systems; fuzzy neural nets; cognitive map; cognitive reasoning; conditional stability; fuzzy neural nets; stability; temporal fuzzy inferences; Artificial intelligence; Decision making; Decoding; Encoding; Fuzzy cognitive maps; Fuzzy neural networks; Hippocampus; Learning; Stability analysis; Weather forecasting;
fLanguage
English
Journal_Title
Systems, Man, and Cybernetics, Part B: Cybernetics, IEEE Transactions on
Publisher
ieee
ISSN
1083-4419
Type
jour
DOI
10.1109/3477.517036
Filename
517036
Link To Document