DocumentCode
661168
Title
Brain emotional learning based fuzzy inference system (Modified using radial basis function)
Author
Pasrapoor, Mahboobeh ; Bilstrup, Urban
fYear
2013
fDate
10-12 Sept. 2013
Firstpage
206
Lastpage
211
Abstract
This paper presents a modified model of brain emotional learning based fuzzy inference system (BELFIS). It has been suggested to predict chaotic time series. We modify the BELFIS model merging radial basis function network with adaptive neuro-fuzzy network. The suggested model is evaluated by testing on complex systems and the obtained results are compared with the results of other studies.
Keywords
behavioural sciences computing; brain; chaos; fuzzy neural nets; fuzzy reasoning; radial basis function networks; time series; BELFIS; adaptive neuro-fuzzy network; brain emotional learning based fuzzy inference system; chaotic time series; radial basis function network; Adaptation models; Brain modeling; Computational modeling; Computer architecture; Indexes; Noise measurement; Time series analysis; Brain emotional learning; complex systems; fuzzy inference system;
fLanguage
English
Publisher
ieee
Conference_Titel
Digital Information Management (ICDIM), 2013 Eighth International Conference on
Conference_Location
Islamabad
Print_ISBN
978-1-4799-0613-0
Type
conf
DOI
10.1109/ICDIM.2013.6693994
Filename
6693994
Link To Document