| 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 | 370 | 2017 |
| 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 | 182 | 2016 |
| 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 | 131 | 2019 |
| 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 | 127 | 2019 |
| 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 | 86 | 2019 |
| 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 | 71 | 2017 |
| 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 | 70 | 2017 |
| 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 | 58 | 2018 |
| 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 | 57 | 2020 |
| 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 | 56 | 2020 |
| 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 | 45 | 2016 |
| 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 | 42 | 2020 |
| 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 | 36 | 2020 |
| Automated search-based functional approximation for digital circuits L Sekanina, Z Vasicek, V Mrazek Approximate Circuits: Methodologies and CAD, 175-203, 2019 | 35 | 2019 |
| Towards low power approximate DCT architecture for HEVC standard Z Vasicek, V Mrazek Design, Automation & Test in Europe Conference & Exhibition (DATE), 2017 …, 2017 | 35 | 2017 |
| 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 | 26 | 2015 |
| 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 | 24 | 2020 |
| 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 | 24 | 2019 |
| 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 | 23 | 2017 |
| 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 | 21 | 2018 |
Zdenek VasicekBrno University of TechnologyEmail verificata su fit.vutbr.cz
