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master's thesis
Izvedba neuronske mreže korištenjem programirljivih sklopova
Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing, 2017. urn:nbn:hr:168:255989
Križaj, Lovro
University of Zagreb
Faculty of Electrical Engineering and Computing

Institutional repository: FER Repository

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Križaj, L. (2017). Izvedba neuronske mreže korištenjem programirljivih sklopova (Master's thesis). Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing. Retrieved from https://urn.nsk.hr/urn:nbn:hr:168:255989

Križaj, Lovro. "Izvedba neuronske mreže korištenjem programirljivih sklopova." Master's thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2017. https://urn.nsk.hr/urn:nbn:hr:168:255989

Križaj, Lovro. "Izvedba neuronske mreže korištenjem programirljivih sklopova." Master's thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2017. https://urn.nsk.hr/urn:nbn:hr:168:255989

Križaj, L. (2017). 'Izvedba neuronske mreže korištenjem programirljivih sklopova', Master's thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, accessed 01 June 2024, https://urn.nsk.hr/urn:nbn:hr:168:255989

Križaj L. Izvedba neuronske mreže korištenjem programirljivih sklopova [Master's thesis]. Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing; 2017 [cited 2024 June 01] Available at: https://urn.nsk.hr/urn:nbn:hr:168:255989

L. Križaj, "Izvedba neuronske mreže korištenjem programirljivih sklopova", Master's thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, Zagreb, 2017. Available at: https://urn.nsk.hr/urn:nbn:hr:168:255989

Metadata
TitleIzvedba neuronske mreže korištenjem programirljivih sklopova
Title (english)Implementation of Neural Network Using Programable Devices
AuthorLovro Križaj
MentorTomislav Hrkać (mentor)
Committee memberTomislav Hrkać (predsjednik povjerenstva)
Committee memberZoran Kalafatić (član povjerenstva)
Committee memberAlan Jović (član povjerenstva)
GranterUniversity of Zagreb
Faculty of Electrical Engineering and Computing
Zagreb
Defense date and country2017-07-06, Croatia
Scientific / art field,
discipline and subdiscipline		TECHNICAL SCIENCES
Computing
Abstract
Ovaj diplmoski rad prolazi kroz mogućnosti implementacije neuronskih mreža na programirljivom sklopovlju. Rad će se fokusirati na korištenje FPGA pločice te navesti neke od prednosti i mana takve implementacije neuronskih mreža. Kroz praktični dio ovaj rad pokazuje neke od problema s kojima se možemo susresti tijekom implementacije neuronske mreže na FPGA pločici te pokazuje kako će mogućnost implementacije neuronske mreže na FPGA pločici ovisiti ponajviše o karakteristikama mreže koju želimo implementirati te mogućnostima FPGA pločice na kojoj to želimo napraviti. Rad pokazuje izrazito veliku važnost dobre analize problema i odabira odgovarajuće FPGA pločice kako se ne bi našli u problemima zbog fizičkih ograničenja odabranog sklopovlja.
Abstract (english)
This master thesis explores ability to implement neural networks on programmable devices. This thesis focuses on the use of FPGA devices and lists some of the pros and cons of such implementation for neural networks. Through the practical part this thesis shows some of the problems we can encounter while implementing neural networks for FPGA device. It shows how our ability to implement some neural network on FPGA device will depend on characteristics of the neural network as well as of the FPGA device itself. This thesis will note that the proper analysis of our problem is of critical importance when choosing an FPGA device so that we would not find ourselves in any problems caused by physical restrictions of our device.
Keywords
Keywords (english)
Languagecroatian
URN:NBNurn:nbn:hr:168:255989
Study programmeTitle: Computing
Study programme type: university
Study level: graduate
Academic / professional title: magistar/magistra inženjer/inženjerka računarstva (magistar/magistra inženjer/inženjerka računarstva)
Type of resourceText
File originBorn digital
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Created on2019-03-13 21:59:44