Title :
Brain emotional learning based fuzzy inference system (Modified using radial basis function)
Author :
Pasrapoor, Mahboobeh ; Bilstrup, Urban
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;
Conference_Titel :
Digital Information Management (ICDIM), 2013 Eighth International Conference on
Conference_Location :
Islamabad
Print_ISBN :
978-1-4799-0613-0
DOI :
10.1109/ICDIM.2013.6693994
