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
fDate :
8/1/1996 12:00:00 AM
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;
Journal_Title :
Systems, Man, and Cybernetics, Part B: Cybernetics, IEEE Transactions on
DOI :
10.1109/3477.517036
