Vojtech Mrazek

Brno University of Technology

Czech Republic

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Articles (10)

Year:

2023

Year:

2022

Year:

2022

Year:

2022

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2021

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2021

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2020

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2020

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2020

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2020

Collaborators (5)

Tomas Vojnar

full professor

Brno University of Technology

CZECH REPUBLIC

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Milan Ceska

Research and lecturer

Brno University of Technology

CZECH REPUBLIC

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Bruce Cockburn

Professor

University of Alberta

CANADA

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Jiří Matyáš

Tomas Bata University in Zlín

CZECH REPUBLIC

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Lukas Sekanina

Brno University of Technology

CZECH REPUBLIC

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Vojtech Mrazek

Research Interests

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Articles (10)

Acceleration Techniques for Automated Design of Approximate Convolutional Neural Networks

SagTree: Towards efficient mutation in evolutionary circuit approximation

Evolutionary approximation and neural architecture search

RoHNAS: A Neural Architecture Search Framework With Conjoint Optimization for Adversarial Robustness and Hardware Efficiency of Convolutional and Capsule Networks

DESCNet: Developing Efficient Scratchpad Memories for Capsule Network Hardware

FEECA: Design Space Exploration for Low-Latency and Energy-Efficient Capsule Network Accelerators

Adaptive verifiability-driven strategy for evolutionary approximation of arithmetic circuits

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

Adaptive verifiability-driven strategy for evolutionary approximation of arithmetic circuits

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

Collaborators (5)

Tomas Vojnar

Milan Ceska

Bruce Cockburn

Jiří Matyáš

Lukas Sekanina

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