Assoc. Prof. Rastislav Struharik


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Rastislav Struharik

Associate Professor


Telephone021/485-2537
E-mail
Academic titleAssociate Professor
Employee's biography not found!
Associate Professor
08.07.2015.
PositionFromToOrganizational unit
Assistant Professor08.07.2010.01.06.2015.Department of Power, Electronic and Telecommunication Engineering
Assistant with PhD18.12.2009.01.06.2010.Department of Power, Electronic and Telecommunication Engineering
Assistant - Magister16.12.2005.01.12.2009.Department of Power, Electronic and Telecommunication Engineering
Intern Assistant17.06.2002.01.12.2005.Department of Power, Electronic and Telecommunication Engineering
TitleIn institution
O Mašinskom učenju

Bachelor's thesis

Electrical and Computer Engineering

Faculty of Technical Sciences

1999

Stabla odluke u detekciji grešaka u diskretnim sistemima - evolutivni pristup

Magister thesis

Electrical and Computer Engineering

Faculty of Technical Sciences

2005

Digitalna elektronska kola za realizaciju stabala odluka

PhD thesis

Electrical and Computer Engineering

Faculty of Technical Sciences

2009

Criterium of productionDescription
() Research published in the prominent international journalStruharik R., Vukobratović B.: A system for hardware aided decision tree ensemble evolution, Journal of Parallel and Distributed Computing, Volume 112, Part 1, February 2018
() Research published in the international journalVukobratović B., Struharik R.: Co-Processor for Evolutionary Full Decision Tree Induction, Microprocessors and Microsystems, 2016, Vol. 45, pp. 253-269, ISSN 0141-9331
() Research published in the international journalVuk S. Vranjković, Rastislav J.R. Struharik, Ladislav A. Novak, “Reconfigurable Hardware for Machine Learning Applications”, Journal of Circuits, Systems and Computers, Volume 24, Issue 5, June 2015
() Research published in the international journalVuk S. Vranjković, Rastislav J.R. Struharik, Ladislav A. Novak, “Hardware Acceleration of Homogeneous and Heterogeneous Ensemble Classifiers”, Microprocessors and Microsystems, Volume 39, Issue 8, November 2015, pp. 782-795
() Research published in the international journalRastislav J.R. Struharik, Ladislav A. Novak, “Hardware Implementation of Decision Tree Ensembles”, Journal of Circuits, Systems and Computers, Volume 22, Issue 5, June 2013, pp. 1350032-1 - 1350032-37, ISSN: 0218-1266
() Research published in the international journalRastislav J.R. Struharik, Ladislav A. Novak "Intellectual property core implementation of decision trees", IET Computers&Digital Techniques, Vol. 3, Issue 3, May 2009, pp. 259-269 (M23)
() Research published in the international journalRastislav J.R. Struharik, Ladislav A. Novak "Evolving Decision Trees in Hardware", Journal of Circuits, System and Computers, Vol. 18, Issue 6, October 2009, pp. 1003-1060
() Invited lectures from the international meeting printed in its entirety***Vukobratović B., Struharik R.: Hardware Acceleration of Nonincremental Algorithms for the Induction of Decision Trees- <u>Nije povezan skup</u><font style="color:#cc0000;">**greska**</font>
() Report from the international meeting printed in its entirety***Rakanović D., Erdeljan A., Vranjković V., Vukobratović B., Teodorović P., Struharik R.: Reducing off-chip memory traffic in Deep CNNs using Stick Buffer Cache- <u>Nije povezan skup</u><font style="color:#cc0000;">**greska**</font>
() Report from the international meeting printed in its entirety***Erdeljan A., Vukobratović B., Struharik R.: IP Core for Efficient Zero-Run Length Compression of CNN Feature Maps- <u>Nije povezan skup</u><font style="color:#cc0000;">**greska**</font>
() Report from the international meeting printed in its entiretyRakanović D., Struharik R.: Implementation of Application Specific Instruction-set Processor for the Artificial Neural Network Acceleration using LISA ADL, 1. IEEE East-West Design & Test Symposium (EWDTS), Novi Sad, 29-2 Septembar, 2017, pp. 121-125, ISBN 978-1-5386-3298-7
() Report from the international meeting printed in its entiretyStruharik R., Vukobratović B.: AIScale - A Coarse Grained Reconfigurable CNN Hardware Accelerator, 1. IEEE East-West Design & Test Symposium (EWDTS), Novi Sad, 29-2 Septembar, 2017, pp. 474-482, ISBN 978-1-5386-3298-7
() Report from the international meeting printed in its entiretyRakanović D., Struharik R.: IP Core for AES256 and TDES algorithms with AXI Interface, 24. Telekomunikacioni forum TELFOR, Beograd, 22-23 Novembar, 2016
() Report from the international meeting printed in its entiretyVranjković V., Struharik R.: Coarse-grained Reconfigurable Hardware Accelerator of Machine Learning Classifiers, 14. IEEE International Symposium on Intelligent Systems and Informatics (SISY), Subotica, 29-31 Avgust, 2016
() Report from the international meeting printed in its entiretyStruharik R.: IP Cores for Hardware Acceleration of Decision Tree Ensemble Classifiers, 19. IEEE International Conference on Intelligent Engineering Systems, Bratislava, 3-5 Septembar, 2015
() Report from the international meeting printed in its entiretyStruharik R.: Decision Tree Ensemble Hardware Accelerators for Embedded Applications, 13. IEEE International Symposium on Intelligent Systems and Informatics (SISY), Subotica, 17-19 Septembar, 2015
() Report from the international meeting printed in its entiretyVukobratović B., Struharik R.: Evolving Full Oblique Decision Trees, 16. IEEE International Symposium on Computational Intelligence and Informatics (CINTI), Budimpešta, 19-21 Novembar, 2015
() Report from the international meeting printed in its entiretyMijić S., Mezei I., Struharik R.: IP Cores for 2D Direct and Inverse Discrete Cosine Transformation, 23. Telekomunikacioni forum TELFOR, Beograd: IEEE, 24-26 Novembar, 2015, pp. 433-436, ISBN 978-1-5090-0054-8
() Report from the international meeting printed in its entiretyRastislav Struharik, Vuk Vranjković, Staniša Dautović, Ladislav Novak, "Inducing Oblique Decision Trees", 12th IEEE International Symposium on Intelligent Systems and Informatics, SISY 2014, Subotica, Serbia, September 11-13 2014
() Report from the international meeting printed in its entiretyVuk Vranjković, Rastislav Struharik, "Reconfigurable Architecture for Machine Learning Classifiers", The 6th PSU-UNS International Conference on Engineering and Technology (ICET-2013), Novi Sad, Serbia, May 15-17 2013
() Report from the international meeting printed in its entiretyRastislav Struharik, Predrag Teodorović, "FPGA Cores for Hardware Evolution of Decision Tree Ensembles", The 6th PSU-UNS International Conference on Engineering and Technology (ICET-2013), Novi Sad, Serbia, May 15-17 2013
() Report from the international meeting printed in its entiretyRastislav Struharik, Vuk Vranjković, Bogdan Vukobratović, "IP Cores for Hardware Evolution of Decision Trees", 10th IEEE International Symposium on Intelligent Systems and Informatics, SISY 2012, Subotica, Serbia, September 20-22 2012
() Report from the international meeting printed in its entiretyDaniel Kesler, Staniša Dautović, Rastislav Struharik, "Design and Verification of Dynamically Reconfigurable Architecture", 10th IEEE International Symposium on Intelligent Systems and Informatics, SISY 2012, Subotica, Serbia, September 20-22 2012
() Report from the international meeting printed in its entiretyPredrag Teodorović, Bogdan Vukobratović, Rastislav Struharik, Staniša Dautović, “Generator sekvenci za izračunavanje proizvoljne n-ulazne Bulove funkcije korišćenjem dva memristora", TELFOR 12, Beograd, Serbia, Nevember 20-22 2012
() Report from the international meeting printed in its entiretyRastislav Struharik, “Implementing Decision Trees in Hardware”, 9th IEEE International Symposium on Intelligent Systems and Informatics, SISY 2011, Subotica, Serbia, September 8-10 2011.
() Report from the international meeting printed in its entiretyRastislav Struharik, Vuk Vranjković, Predrag Teodorović, Staniša Dautović, “A Survey of Nanoelectronic Computing Architectures”, 16th International Symposium Power Electronics Ee2011, Novi Sad, Serbia, October 26-28 2011
() Report from the international meeting printed in its entiretyBogdan Vukobratović, Predrag Teodorović, Rastislav Struharik, “Novel Voltage-Controlled, Nonlinear Drift Memristor Model”, 16th International Symposium Power Electronics Ee2011, Novi Sad, Serbia, October 26-28 2011
() Report from the international meeting printed in its entiretyVuk Vranković, Rastislav Struharik, “New Architecture for SVM Classifier and its Application to Telecommunication Problems”, TELFOR 11, Beograd, Serbia, November 22-24 2011
() Report from the international meeting printed in its entiretyIvan Mezei, Rastislav Struharik, "Design of Huffman Decoder FPGA Core", ICEST 07, Ohrid, Macedonia, June 25-27 2007
() Report from the international meeting printed in its entiretyRastislav Struharik, Ivan Mezei, "FPGA Implementation of the 2D-DCT/IDCT Core for the Motion Picture Compression", ICEST 07, Ohrid, Macedonia, June 25-27 2007
() Report from the international meeting printed in its entiretyRastislav Struharik, Ladislav Novak, Alessandra Fanni, "Finding an Optimal Neural Network Structure Using Decision Trees", WSEAS NNA, FSFS, EC 2004 Conferences in Udine, Italy, March 25-27 2004
() Research published in the leading journal of the national importanceRastislav Struharik, Ladislav Novak, Alessandra Fanni, "Finding an Optimal Neural Network Structure Using Decision Trees", WSEAS Transactions on Systems, Vol. 3, Issue 2, April 2004, pp. 438-442
() Research published in the leading journal of the national importanceIvan Mezei, Rastislav Struharik, "Sistem za prenos video signala baziran na korišćenju FPGA tehnologije", Tehnika, Beograd, Srbija
() Report from the meeting of the national importance printed in its entiretyVuk Vranković, Rastislav Struharik, "Dizajn i verifikacija DLX procesora", Naučno-stručni simpozijum "Informacione tehnologije - Jahorina 2007", Jahorina, Bosna i Hercegovina, Mart 28-30 2007
() Report from the meeting of the national importance printed in its entiretyRastislav Struharik, Ivan Mezei, "8051 IP Core for FPGA Applications", TELFOR 08, Beograd, Srbija, November 25-27 2008
() Report from the meeting of the national importance printed in its entiretyIvan Mezei, Rastislav Struharik, "Sistem za prenos slike za potrebe u bušotinama", TELFOR 08, Beograd, Srbija, November 25-27 2008
() Defended Doctoral dissertation"Digitalna elektronska kola za realizaciju stabala odluka"
() Defended Magister thesis"Stabla odluka i detekcija grešaka u digitalnim elektronskim kolima - evolutivni pristup"
TitleScientific areaHigher education institutionElection date
Associate ProfessorElectronicsUniversity of Novi Sad08.07.2015.
Assistant ProfessorElectronicsFaculty of Technical Sciences08.07.2010.
AssistantElectronicsFaculty of Technical Sciences15.09.2009.
AssistantElectronicsFaculty of Technical Sciences16.12.2005.
Intern AssistantElectronicsFaculty of Technical Sciences17.06.2002.