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Rastislav Struharik
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Implementing decision trees in hardware
JR Struharik
2011 IEEE 9th International Symposium on Intelligent Systems and Informatics …, 2011
562011
Decision tree ensemble hardware accelerators for embedded applications
R Struharik
2015 IEEE 13th International Symposium on Intelligent Systems and …, 2015
242015
Reconfigurable Hardware for Machine Learning Applications
VS Vranjković, RJR Struharik, LA Novak
Journal of Circuits, Systems and Computers 24 (05), 1550064, 2015
242015
CoNNA–Compressed CNN Hardware Accelerator
R Struharik, B Vukobratović, A Erdeljan, D Rakanović
2018 21st Euromicro Conference on Digital System Design (DSD), 365-372, 2018
182018
New architecture for SVM classifier and its application to telecommunication problems
V Vranjković, R Struharik
2011 19thTelecommunications Forum (TELFOR) Proceedings of Papers, 1543-1545, 2011
182011
Intellectual property core implementation of decision trees
RJR Struharik, LA Novak
IET computers & digital techniques 3 (3), 259-269, 2009
172009
Evolving decision trees in hardware
RJR Struharik, LA Novak
Journal of Circuits, Systems, and Computers 18 (06), 1033-1060, 2009
162009
CoNNa–Hardware accelerator for compressed convolutional neural networks
RJR Struharik, BZ Vukobratović, AM Erdeljan, DM Rakanović
Microprocessors and Microsystems 73, 102991, 2020
152020
Inducing oblique decision trees
R Struharik, V Vranjković, S Dautović, L Novak
2014 IEEE 12th International Symposium on Intelligent Systems and …, 2014
142014
Hardware implementation of decision tree ensembles
RJR Struharik, LA Novak
Journal of Circuits, Systems, and Computers 22 (05), 1350032, 2013
142013
A system for hardware aided decision tree ensemble evolution
R Struharik, B Vukobratović
Journal of Parallel and Distributed Computing 112, 67-83, 2018
122018
Coarse-grained reconfigurable hardware accelerator of machine learning classifiers
V Vranjković, R Struharik
2016 International Conference on Systems, Signals and Image Processing …, 2016
102016
Evolving full oblique decision trees
B Vukobratović, R Struharik
2015 16th IEEE International Symposium on Computational Intelligence and …, 2015
102015
IP core for efficient zero-run length compression of CNN feature maps
A Erdeljan, B Vukobratović, R Struharik
2017 25th Telecommunication Forum (TELFOR), 1-4, 2017
92017
Co-Processor for evolutionary full decision tree induction
BZ Vukobratović, RJR Struharik
Microprocessors and Microsystems 45, 253-269, 2016
92016
Hardware acceleration of homogeneous and heterogeneous ensemble classifiers
VS Vranjković, RJR Struharik, LA Novak
Microprocessors and Microsystems 39 (8), 782-795, 2015
82015
Reducing off-chip memory traffic in deep CNNs using stick buffer cache
D Rakanovic, A Erdeljan, V Vranjkovic, B Vukobratovic, P Teodorovic, ...
2017 25th Telecommunication Forum (TELFOR), 1-4, 2017
52017
Evolving oblique and nonlinear decision trees
R Struharik, L Novak
Internal FTN Report, 2007
52007
Hardware acceleration of sparse oblique decision trees for edge computing
P Teodorovic, R Struharik
Elektronika ir Elektrotechnika 25 (5), 18-24, 2019
42019
Hardware acceleration of nonincremental algorithms for the induction of decision trees
B Vukobratović, R Struharik
2017 25th Telecommunication Forum (TELFOR), 1-8, 2017
42017
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