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Modeling of Human Behaviour via "The Fourth Extra" Test Taken by Artificial Neural Network

Student: Karelova Ekaterina

Supervisor: Dmitry Pantiukhin

Faculty: Faculty of Social Sciences

Educational Programme: Psychology (Bachelor)

Year of Graduation: 2018

This research aims to modeling of human behavior via artifitial neural network taking “The Fourth Extra” test. Current research had 4 stages: simulator selection, neural architecture search, neural network trainang and testing. The first stage included comparison of visual cortex anatomy and principles of convolution neural network after which we decided to use convolutional neural network as simulator. During next stages artificial neural network able to take the Fourth Extra test with the 74% accuracy was created using two types of convolutional neural networks and IMAGENET picture base.

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