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Vojtech Mrazek
Vojtech Mrazek
Assistant professor & researcher, Brno University of Technology
Dirección de correo verificada de fit.vutbr.cz - Página principal
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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
3222017
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
1712016
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
1122019
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
1052019
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
Proceedings of the 56th Annual Design Automation Conference 2019, 1-6, 2019
772019
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
652017
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
582017
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
502018
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
Proceedings of the 39th International Conference on Computer-Aided Design, 1-9, 2020
462020
Libraries of approximate circuits: Automated design and application in CNN accelerators
V Mrazek, L Sekanina, Z Vasicek
IEEE Journal on Emerging and Selected Topics in Circuits and Systems 10 (4 …, 2020
452020
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
392016
Towards low power approximate DCT architecture for HEVC standard
Z Vasicek, V Mrazek
Design, Automation & Test in Europe Conference & Exhibition (DATE), 2017 …, 2017
352017
Approxfpgas: Embracing asic-based approximate arithmetic components for fpga-based systems
BS Prabakaran, V Mrazek, Z Vasicek, L Sekanina, M Shafique
2020 57th ACM/IEEE Design Automation Conference (DAC), 1-6, 2020
332020
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
332020
Automated search-based functional approximation for digital circuits
L Sekanina, Z Vasicek, V Mrazek
Approximate Circuits: Methodologies and CAD, 175-203, 2019
312019
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
262015
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
232019
Trading between quality and non-functional properties of median filter in embedded systems
Z Vasicek, V Mrazek
Genetic Programming and Evolvable Machines 18, 45-82, 2017
232017
Semantically-oriented mutation operator in cartesian genetic programming for evolutionary circuit design
D Hodan, V Mrazek, Z Vasicek
Proceedings of the 2020 Genetic and Evolutionary Computation Conference, 940-948, 2020
212020
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
212018
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