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Year 2010, Volume: 39 Issue: 1, 81 - 88, 03.07.2019

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MODELING BRAIN WAVE DATA BY USING ARTIFICIAL NEURAL NETWORKS

Year 2010, Volume: 39 Issue: 1, 81 - 88, 03.07.2019

Abstract

Artificial neural networks can successfully model time series in real life.
Because of their success, they have been widely used in various fields of
application. In this paper, artificial neural networks are used to model
brain wave data which has been recorded during the Wisconsin Card
Sorting Test. The forecasting performances of different artificial neural
network models, such as feed forward and recurrent neural networks,
using both linear and nonlinear activation functions in the output neuron, are examined. As a result of the analysis, it is found that artificial
neural networks model the data successfully and all the models employed produce very accurate forecasts.

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There are 1 citations in total.

Details

Primary Language English
Subjects Statistics
Journal Section Statistics
Authors

Çağdaş Hakan Aladağ

Erol Eğrioğlu

Cem Kadılar

Publication Date July 3, 2019
Published in Issue Year 2010 Volume: 39 Issue: 1

Cite

APA Aladağ, Ç. H., Eğrioğlu, E., & Kadılar, C. (n.d.). MODELING BRAIN WAVE DATA BY USING ARTIFICIAL NEURAL NETWORKS. Hacettepe Journal of Mathematics and Statistics, 39(1), 81-88.
AMA Aladağ ÇH, Eğrioğlu E, Kadılar C. MODELING BRAIN WAVE DATA BY USING ARTIFICIAL NEURAL NETWORKS. Hacettepe Journal of Mathematics and Statistics. 39(1):81-88.
Chicago Aladağ, Çağdaş Hakan, Erol Eğrioğlu, and Cem Kadılar. “MODELING BRAIN WAVE DATA BY USING ARTIFICIAL NEURAL NETWORKS”. Hacettepe Journal of Mathematics and Statistics 39, no. 1 n.d.: 81-88.
EndNote Aladağ ÇH, Eğrioğlu E, Kadılar C MODELING BRAIN WAVE DATA BY USING ARTIFICIAL NEURAL NETWORKS. Hacettepe Journal of Mathematics and Statistics 39 1 81–88.
IEEE Ç. H. Aladağ, E. Eğrioğlu, and C. Kadılar, “MODELING BRAIN WAVE DATA BY USING ARTIFICIAL NEURAL NETWORKS”, Hacettepe Journal of Mathematics and Statistics, vol. 39, no. 1, pp. 81–88.
ISNAD Aladağ, Çağdaş Hakan et al. “MODELING BRAIN WAVE DATA BY USING ARTIFICIAL NEURAL NETWORKS”. Hacettepe Journal of Mathematics and Statistics 39/1 (n.d.), 81-88.
JAMA Aladağ ÇH, Eğrioğlu E, Kadılar C. MODELING BRAIN WAVE DATA BY USING ARTIFICIAL NEURAL NETWORKS. Hacettepe Journal of Mathematics and Statistics.;39:81–88.
MLA Aladağ, Çağdaş Hakan et al. “MODELING BRAIN WAVE DATA BY USING ARTIFICIAL NEURAL NETWORKS”. Hacettepe Journal of Mathematics and Statistics, vol. 39, no. 1, pp. 81-88.
Vancouver Aladağ ÇH, Eğrioğlu E, Kadılar C. MODELING BRAIN WAVE DATA BY USING ARTIFICIAL NEURAL NETWORKS. Hacettepe Journal of Mathematics and Statistics. 39(1):81-8.