Thesis Details

Neuronové sítě s proměnnou topologií

Master's Thesis Student: Černík Tomáš Academic Year: 2015/2016 Supervisor: Zbořil František V., doc. Ing., CSc.
English title
Constructive Neural Networks
Language
Czech
Abstract

Master theses deals with Constructive Neural newtorks. First part describes neural networks and coresponding mathematical models. Furher, it shows basic algorithms for learning neural networks and desribes basic constructive algotithms and their modifications. The second part deals with implementation details of selected algorithms and provides their comparision. Further comparision with backpropagation algorithm is provided.

Keywords

Neuronové sítě, Soft Computing, konstruktivní neuronové sítě, C++, rekurentní neuronové sítě, Kaskádová síť

Department
Department of Intelligent Systems FIT BUT
Degree Programme
Information Technology, Field of Study Intelligent Systems
Files
Status
defended, grade B
Date
17 June 2016
Reviewer
Dalecký Štěpán, Ing.
Committee
Zbořil František V., doc. Ing., CSc. (DITS FIT BUT), předseda
Bidlo Michal, doc. Ing., Ph.D. (DCSY FIT BUT), člen
Herout Pavel, doc. Ing., Ph.D. (WBU in Pilsen), člen
Křivka Zbyněk, Ing., Ph.D. (DIFS FIT BUT), člen
Kunovský Jiří, doc. Ing., CSc. (DITS FIT BUT), člen
Smrž Pavel, doc. RNDr., Ph.D. (DCGM FIT BUT), člen
Citation
ČERNÍK, Tomáš. Neuronové sítě s proměnnou topologií. Brno, 2016. Master's Thesis. Brno University of Technology, Faculty of Information Technology. 2016-06-17. Supervised by Zbořil František V.. Available from: https://www.fit.vut.cz/study/thesis/6929/
BibTeX 
@mastersthesis{FITMT6929,
    author = "Tomáš Černík",
    type = "Master's thesis",
    title = "Neuronové sítě s proměnnou topologií",
    school = "Brno University of Technology, Faculty of Information Technology",
    year = 2016,
    location = "Brno, CZ",
    language = "czech",
    url = "https://www.fit.vut.cz/study/thesis/6929/"
}

Theses

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