Concepedia

Vojtěch Mrázek

VM

22

Publications

1.2K

Citations

16

H-Index

2015

Active since

Affiliations

Brno University of Technology(Current)

University of Alberta

New York University Abu Dhabi

Vojtěch Mrázek is an author at Brno University of Technology specializing in engineering, computer engineering, and computer science.

Top concepts

EngineeringComputer EngineeringComputer ScienceComputer ArchitectureParallel ComputingApproximate ComputingApproximation TheoryDeep LearningMachine LearningNumerical Analysis

Publications per year

2015–2023

22

Publications

22

EvoApprox8b: Library of Approximate Adders and Multipliers for Circuit Design and Benchmarking of Approximation Methods

Vojtěch Mrázek, Radek Hrbáček, Zdeněk Vašíček et al. · 2017 · 329 citations

Numerical Analysis, Pade Approximant, Engineering +19

Design of power-efficient approximate multipliers for approximate artificial neural networks

Vojtěch Mrázek, Syed Shakib Sarwar, Lukáš Sekanina et al. · 2016 · 163 citations

Numerical Analysis, Engineering, Machine Learning +18

Improving the Accuracy and Hardware Efficiency of Neural Networks Using Approximate Multipliers

Mohammad Saeed Ansari, Vojtěch Mrázek, B.F. Cockburn et al. · IEEE Transactions on Very Large Scale Integration (VLSI) Systems · 2019 · 142 citations

Numerical Analysis, Artificial Intelligence, Engineering +18

ALWANN: Automatic Layer-Wise Approximation of Deep Neural Network Accelerators without Retraining

Vojtěch Mrázek, Zdeněk Vašíček, Lukáš Sekanina et al. · 2019 · 119 citations · Full text

Libraries of Approximate Circuits: Automated Design and Application in CNN Accelerators

Vojtěch Mrázek, Lukáš Sekanina, Zdeněk Vašíček · IEEE Journal on Emerging and Selected Topics in Circuits and Systems · 2020 · 64 citations

Engineering, Machine Learning, Hardware Algorithm +16

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