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Vojtech Mrazek
Vojtech Mrazek
Assistant professor & researcher, Brno University of Technology
Verified email at fit.vutbr.cz - Homepage
Title
Cited by
Cited by
Year
EvoApprox8b: Library of approximate adders and multipliers for circuit design and benchmarking of approximation methods
V Mrazek, R Hrbacek, Z Vasicek, L Sekanina
2017 Design, Automation & Test in Europe Conference & Exhibition (DATE), 258-261, 2017
2002017
Design of power-efficient approximate multipliers for approximate artificial neural networks
V Mrazek, SS Sarwar, L Sekanina, Z Vasicek, K Roy
2016 International Conference On Computer Aided Design (ICCAD), 7, 2016
1232016
Improving the accuracy and hardware efficiency of neural networks using approximate multipliers
MS Ansari, V Mrazek, BF Cockburn, L Sekanina, Z Vasicek, J Han
IEEE Transactions on Very Large Scale Integration (VLSI) Systems 28 (2), 317-328, 2019
542019
ALWANN: automatic layer-wise approximation of deep neural network accelerators without retraining
V Mrazek, Z Vasícek, L Sekanina, MA Hanif, M Shafique
2019 IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 1-8, 2019
522019
Approximating complex arithmetic circuits with formal error guarantees: 32-bit multipliers accomplished
M Češka, J Matyáš, V Mrazek, L Sekanina, Z Vasicek, T Vojnar
2017 IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 416-423, 2017
522017
Adaptive and energy-efficient architectures for machine learning: Challenges, opportunities, and research roadmap
M Shafique, R Hafiz, MU Javed, S Abbas, L Sekanina, Z Vasicek, ...
2017 IEEE Computer society annual symposium on VLSI (ISVLSI), 627-632, 2017
472017
autoax: An automatic design space exploration and circuit building methodology utilizing libraries of approximate components
V Mrazek, MA Hanif, Z Vasicek, L Sekanina, M Shafique
2019 56th ACM/IEEE Design Automation Conference (DAC), 1-6, 2019
422019
Automatic design of approximate circuits by means of multi-objective evolutionary algorithms
R Hrbacek, V Mrazek, Z Vasicek
2016 International Conference on Design and Technology of Integrated Systems …, 2016
342016
Towards low power approximate DCT architecture for HEVC standard
Z Vasicek, V Mrazek
Design, Automation & Test in Europe Conference & Exhibition (DATE), 2017 …, 2017
282017
Scalable construction of approximate multipliers with formally guaranteed worst case error
V Mrazek, Z Vasicek, L Sekanina, H Jiang, J Han
IEEE Transactions on Very Large Scale Integration (VLSI) Systems 26 (11 …, 2018
252018
Evolutionary approximation of software for embedded systems: Median function
V Mrazek, Z Vasicek, L Sekanina
Proceedings of the Companion Publication of the 2015 Annual Conference on …, 2015
242015
NASCaps: A framework for neural architecture search to optimize the accuracy and hardware efficiency of convolutional capsule networks
A Marchisio, A Massa, V Mrazek, B Bussolino, M Martina, M Shafique
2020 IEEE/ACM International Conference On Computer Aided Design (ICCAD), 1-9, 2020
232020
Automated search-based functional approximation for digital circuits
L Sekanina, Z Vasicek, V Mrazek
Approximate Circuits, 175-203, 2019
222019
Trading between quality and non-functional properties of median filter in embedded systems
Z Vasicek, V Mrazek
Genetic Programming and Evolvable Machines 18 (1), 45-82, 2017
212017
Design of quality-configurable approximate multipliers suitable for dynamic environment
V Mrazek, Z Vasicek, L Sekanina
2018 NASA/ESA Conference on Adaptive Hardware and Systems (AHS), 264-271, 2018
202018
Approximate Circuits in Low-Power Image and Video Processing: The Approximate Median Filter.
L Sekanina, Z Vasicek, V Mrazek
Radioengineering 26 (3), 2017
152017
TFApprox: Towards a fast emulation of DNN approximate hardware accelerators on GPU
F Vaverka, V Mrazek, Z Vasicek, L Sekanina
2020 Design, Automation & Test in Europe Conference & Exhibition (DATE), 294-297, 2020
142020
Red-cane: A systematic methodology for resilience analysis and design of capsule networks under approximations
A Marchisio, V Mrazek, MA Hanif, M Shafique
2020 Design, Automation & Test in Europe Conference & Exhibition (DATE …, 2020
122020
Automated circuit approximation method driven by data distribution
Z Vasicek, V Mrazek, L Sekanina
2019 Design, Automation & Test in Europe Conference & Exhibition (DATE), 96-101, 2019
122019
Evolutionary design of transistor level digital circuits using discrete simulation
V Mrazek, Z Vasicek
European Conference on Genetic Programming, 66-77, 2015
122015
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