• A
  • A
  • A
  • ABC
  • ABC
  • ABC
  • А
  • А
  • А
  • А
  • А
Regular version of the site

Student
Title
Supervisor
Faculty
Educational Programme
Final Grade
Year of Graduation
Ekaterina Karelova
Modeling of Human Behaviour via "The Fourth Extra" Test Taken by Artificial Neural Network
Psychology
(Bachelor’s programme)
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.

Student Theses at HSE must be completed in accordance with the University Rules and regulations specified by each educational programme.

Summaries of all theses must be published and made freely available on the HSE website.

The full text of a thesis can be published in open access on the HSE website only if the authoring student (copyright holder) agrees, or, if the thesis was written by a team of students, if all the co-authors (copyright holders) agree. After a thesis is published on the HSE website, it obtains the status of an online publication.

Student theses are objects of copyright and their use is subject to limitations in accordance with the Russian Federation’s law on intellectual property.

In the event that a thesis is quoted or otherwise used, reference to the author’s name and the source of quotation is required.

Search all student theses