prikaz prve stranice dokumenta Konvolucijske neuronske mreže
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undergraduate thesis
Konvolucijske neuronske mreže
Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing, 2016. urn:nbn:hr:168:318391
Kopljar, Damir
University of Zagreb
Faculty of Electrical Engineering and Computing

Cite this document

Kopljar, D. (2016). Konvolucijske neuronske mreže (Undergraduate thesis). Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing. Retrieved from https://urn.nsk.hr/urn:nbn:hr:168:318391

Kopljar, Damir. "Konvolucijske neuronske mreže." Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2016. https://urn.nsk.hr/urn:nbn:hr:168:318391

Kopljar, Damir. "Konvolucijske neuronske mreže." Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2016. https://urn.nsk.hr/urn:nbn:hr:168:318391

Kopljar, D. (2016). 'Konvolucijske neuronske mreže', Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, accessed 19 April 2024, https://urn.nsk.hr/urn:nbn:hr:168:318391

Kopljar D. Konvolucijske neuronske mreže [Undergraduate thesis]. Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing; 2016 [cited 2024 April 19] Available at: https://urn.nsk.hr/urn:nbn:hr:168:318391

D. Kopljar, "Konvolucijske neuronske mreže", Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, Zagreb, 2016. Available at: https://urn.nsk.hr/urn:nbn:hr:168:318391

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Metadata
TitleKonvolucijske neuronske mreže
Title (english)Convolutional Neural Networks
AuthorDamir Kopljar
MentorMarko Čupić (mentor)
Committee memberMarko Čupić (predsjednik povjerenstva)
Committee memberSiniša Srbljić (član povjerenstva)
Committee memberAlan Jović (član povjerenstva)
GranterUniversity of Zagreb
Faculty of Electrical Engineering and Computing
Zagreb
Defense date and country2016-07-11, Croatia
Scientific / art field,
discipline and subdiscipline		TECHNICAL SCIENCES
Computing
Abstract
U ovome radu opisane su osnovne značajke svake neuronske mreže. Zatim je opisan rad konvolucijskih neuronskih mreža i pripadnog algoritma za učenje mreže. Uz rad izrađen je i programski kod koji omogućava izradu različitih konvolucijskih neuronskih mreža i njihovo učenje i testiranje. U radu su prikazana četiri primjera rada konvolucijskih mreža učenih i testiranih na bazi rukom napisanih brojeva MNIST. Na samome kraju opisani su i prikazani dobiveni rezultati.
Abstract (english)
This work describes the basic features of every neural network. This work then describes features of convolution neural networks and its respective network learning algorithm. Alongside this work, a program code is made which enables the creation of various convolution neural networks as well as their learning and testing. This work also contains four different examples of convolutional networks which are learned and tested on hand-written numbers from MNIST database. The final part of the work shows given results.
Keywords
Keywords (english)
Languagecroatian
URN:NBNurn:nbn:hr:168:318391
Study programmeTitle: Computing
Study programme type: university
Study level: undergraduate
Academic / professional title: sveučilišni/a prvostupnik/ prvostupnica (baccalaureus/baccalaurea) inženjer/inženjerka računarstva (sveučilišni/a prvostupnik/ prvostupnica (baccalaureus/baccalaurea) inženjer/inženjerka računarstva)
Type of resourceText
File originBorn digital
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Created on2018-02-06 09:45:35

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