Vojtech Mrazek
Vysoké ucení technické v Brne
H-index: 20
Europe-Czech Republic
Top articles of Vojtech Mrazek
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
ApproxDARTS: Differentiable Neural Architecture Search with Approximate Multipliers | arXiv preprint arXiv:2404.08002 | Michal Pinos Lukas Sekanina Vojtech Mrazek | 2024/4/8 |
Exploring Quantization and Mapping Synergy in Hardware-Aware Deep Neural Network Accelerators | Jan Klhufek Miroslav Safar Vojtech Mrazek Zdenek Vasicek Lukas Sekanina | 2024/4/3 | |
2024 27th International Symposium on Design and Diagnostics of Electronic Circuits & Systems (DDECS) | Stanisław Deniziak Paweł Sitek Maksim Jenihhin Andreas Steininger Mario Schölzel | 2024 | |
Adee-lid: Automated design of energy-efficient hardware accelerators for levodopa-induced dyskinesia classifiers | Martin Hurta Vojtech Mrazek Michaela Drahosova Lukas Sekanina | 2023/4/17 | |
Hardware and Software Optimizations for Capsule Networks | Alberto Marchisio Beatrice Bussolino Alessio Colucci Vojtech Mrazek Muhammad Abdullah Hanif | 2023/10/10 | |
autoXFPGAs: An End-to-End Automated Exploration Framework for Approximate Accelerators in FPGA-Based Systems | arXiv preprint arXiv:2303.04734 | Bharath Srinivas Prabakaran Vojtech Mrazek Zdenek Vasicek Lukas Sekanina Muhammad Shafique | 2023/3/8 |
Effective EEG Feature Selection for Interpretable MDD (Major Depressive Disorder) Classification | Vojtech Mrazek Soyiba Jawed Muhammad Arif Aamir Saeed Malik | 2023/7/15 | |
Acceleration techniques for automated design of approximate convolutional neural networks | IEEE Journal on Emerging and Selected Topics in Circuits and Systems | Michal Pinos Vojtech Mrazek Filip Vaverka Zdenek Vasicek Lukas Sekanina | 2023/1/9 |
Prediction of Inference Energy on CNN Accelerators Supporting Approximate Circuits | Michal Pinos Vojtech Mrazek Lukas Sekanina | 2023/5/3 | |
MODEE-LID: Multiobjective Design of Energy-Efficient Hardware Accelerators for Levodopa-Induced Dyskinesia Classifiers | Martin Hurta Vojtech Mrazek Michaela Drahosova Lukas Sekanina | 2023/5/3 | |
Hardware-Aware Evolutionary Approaches to Deep Neural Networks | Lukas Sekanina Vojtech Mrazek Michal Pinos | 2023/11/2 | |
Approximation of Hardware Accelerators driven by Machine-Learning Models:(Embedded Tutorial) | Vojtech Mrazek | 2023/5/3 | |
Xel-FPGAs: An End-to-End Automated Exploration Framework for Approximate Accelerators in FPGA-Based Systems | Bharath Srinivas Prabakaran Vojtech Mrazek Zdenek Vasicek Lukas Sekanina Muhammad Shafique | 2023/10/28 | |
Inexact Arithmetic Operators | Lukas Sekanina Zdenek Vasicek Vojtech Mrazek | 2022/1/3 | |
Designing Approximate Arithmetic Circuits with Combined Error Constraints | Milan Češka Jiří Matyáš Vojtech Mrazek Tomáš Vojnar | 2022/8/31 | |
Evolutionary design of reduced precision preprocessor for levodopa-induced dyskinesia classifier | Martin Hurta Michaela Drahosova Vojtech Mrazek | 2022/8/14 | |
Optimization of BDD-based approximation error metrics calculations | Vojtech Mrazek | 2022/7/4 | |
ArithsGen: Arithmetic Circuit Generator for Hardware Accelerators | Jan Klhufek Vojtech Mrazek | 2022/4/6 | |
Rohnas: A neural architecture search framework with conjoint optimization for adversarial robustness and hardware efficiency of convolutional and capsule networks | IEEE Access | Alberto Marchisio Vojtech Mrazek Andrea Massa Beatrice Bussolino Maurizio Martina | 2022/10/13 |
Approximate Computing Architectures | Muhammad Abdullah Hanif Vojtech Mrazek Muhammad Shafique | 2022/1/27 |
Co-Authors
