Thesis Details

Akcelerované neuronové sítě

Bachelor's Thesis Student: Flax Michal Academic Year: 2014/2015 Supervisor: Krčma Martin, Ing.
English title
Accelerated Neural Networks
Language
Czech
Abstract

This thesis deals with neural network simulation and the Backpropagation algorithm. The simulation is accelerated using the OpenMP standard. The application is also able to modify the structure of neural networks and thus simulate their non-standard behavior.

Keywords

Neural networks, Backpropagation, acceleration, OpenMP, modification of structure.

Department
Degree Programme
Information Technology
Files
Status
defended, grade B
Date
18 June 2015
Reviewer
Committee
Zbořil František V., doc. Ing., CSc. (DITS FIT BUT), předseda
Burget Lukáš, doc. Ing., Ph.D. (DCGM FIT BUT), člen
Drábek Vladimír, doc. Ing., CSc. (DCSY FIT BUT), člen
Křivka Zbyněk, Ing., Ph.D. (DIFS FIT BUT), člen
Rogalewicz Adam, doc. Mgr., Ph.D. (DITS FIT BUT), člen
Citation
FLAX, Michal. Akcelerované neuronové sítě. Brno, 2015. Bachelor's Thesis. Brno University of Technology, Faculty of Information Technology. 2015-06-18. Supervised by Krčma Martin. Available from: https://www.fit.vut.cz/study/thesis/17186/
BibTeX
@bachelorsthesis{FITBT17186,
    author = "Michal Flax",
    type = "Bachelor's thesis",
    title = "Akcelerovan\'{e} neuronov\'{e} s\'{i}t\v{e}",
    school = "Brno University of Technology, Faculty of Information Technology",
    year = 2015,
    location = "Brno, CZ",
    language = "czech",
    url = "https://www.fit.vut.cz/study/thesis/17186/"
}
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