EN
A simple Mathematical Fuzzy Model of Brain Emotional Learning to Predict Kp Geomagnetic Index
Abstract
In this paper, we propose fuzzy mathematical model of brain limbic system (LS) which is responsible for emotional stimuli. Here the proposed model is utilized to predict the chaotic activity of the earth’s magnetosphere. Numerical results show that the correlation of the results obtained from the proposed fuzzy model is higher than non-fuzzy models. Hence, the proposed model can be applied in real time chaotic time series prediction.
Keywords
Kaynakça
- J. Morén, Emotion and Learning - A Computational Model of the Amygdala, Lund University Cognitive Studies, 2002.
- J. E. LeDoux, “Emotion circuits in the brain,” Annual Review of Neuroscience, Vol. 23, pp. 155-184, 2000.
- J. E. LeDoux, The Emotional Brain, Simon and Schuster, New York, 1996.
- E. T. Rolls, “Neurophysiology and functions of the primate amygdala,” In: The Amygdala: Neurobiologycal Aspects of Emotion, Memory and Mental Dysfunction, New York, Wiley-Liss, pp. 143-165. 1992.
- L. Cahill, R.J. haier, J. Fallon, “Amygdala activity at encoding correlated with long-term, free recall of emotional information,” Proceedings-National Academy of Science USA, Vol. 93, pp. 8015-8021, 1996.
- A Bechara, H Damasio, AR Damasio “Different contributions of the human amygdala and Ventromedial Prefrontal Cortex to Decision-Making,” Journal of Neuroscience, Vol. 19, pp. 5473–5481, 1999.
- C. Balkenius, J. Morén, “Emotional learning: a computational model of amygdala,” Cybernetics and Systems, Vol. 32, pp. 611-636, 2001.
- J. Morén, C. Balkenius, “A computational model of emotional learning in the amygdala,” In: From Animals to Animats 6: Proceedings of the 6th International Conference on the Simulation of Adaptive Behaviour, Meyer, J.A., A. Berthoz, D. Floreano, H.L. Roitblat and S.W. Wilson (Eds.). MIT Press, Cambridge, MA., USA., pp. 115-124, 2000.
Ayrıntılar
Birincil Dil
İngilizce
Konular
-
Bölüm
-
Yayımlanma Tarihi
1 Nisan 2014
Gönderilme Tarihi
2 Ekim 2013
Kabul Tarihi
-
Yayımlandığı Sayı
Yıl 2014 Cilt: 2 Sayı: 2
APA
Lotfi, E., & Keshavarz, A. (2014). A simple Mathematical Fuzzy Model of Brain Emotional Learning to Predict Kp Geomagnetic Index. International Journal of Intelligent Systems and Applications in Engineering, 2(2), 22-25. https://doi.org/10.18201/ijisae.85494
AMA
1.Lotfi E, Keshavarz A. A simple Mathematical Fuzzy Model of Brain Emotional Learning to Predict Kp Geomagnetic Index. International Journal of Intelligent Systems and Applications in Engineering. 2014;2(2):22-25. doi:10.18201/ijisae.85494
Chicago
Lotfi, Ehsan, ve A. Keshavarz. 2014. “A simple Mathematical Fuzzy Model of Brain Emotional Learning to Predict Kp Geomagnetic Index”. International Journal of Intelligent Systems and Applications in Engineering 2 (2): 22-25. https://doi.org/10.18201/ijisae.85494.
EndNote
Lotfi E, Keshavarz A (01 Nisan 2014) A simple Mathematical Fuzzy Model of Brain Emotional Learning to Predict Kp Geomagnetic Index. International Journal of Intelligent Systems and Applications in Engineering 2 2 22–25.
IEEE
[1]E. Lotfi ve A. Keshavarz, “A simple Mathematical Fuzzy Model of Brain Emotional Learning to Predict Kp Geomagnetic Index”, International Journal of Intelligent Systems and Applications in Engineering, c. 2, sy 2, ss. 22–25, Nis. 2014, doi: 10.18201/ijisae.85494.
ISNAD
Lotfi, Ehsan - Keshavarz, A. “A simple Mathematical Fuzzy Model of Brain Emotional Learning to Predict Kp Geomagnetic Index”. International Journal of Intelligent Systems and Applications in Engineering 2/2 (01 Nisan 2014): 22-25. https://doi.org/10.18201/ijisae.85494.
JAMA
1.Lotfi E, Keshavarz A. A simple Mathematical Fuzzy Model of Brain Emotional Learning to Predict Kp Geomagnetic Index. International Journal of Intelligent Systems and Applications in Engineering. 2014;2:22–25.
MLA
Lotfi, Ehsan, ve A. Keshavarz. “A simple Mathematical Fuzzy Model of Brain Emotional Learning to Predict Kp Geomagnetic Index”. International Journal of Intelligent Systems and Applications in Engineering, c. 2, sy 2, Nisan 2014, ss. 22-25, doi:10.18201/ijisae.85494.
Vancouver
1.Ehsan Lotfi, A. Keshavarz. A simple Mathematical Fuzzy Model of Brain Emotional Learning to Predict Kp Geomagnetic Index. International Journal of Intelligent Systems and Applications in Engineering. 01 Nisan 2014;2(2):22-5. doi:10.18201/ijisae.85494