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WiFi and Bluetooth monitor tool
Petráš, Samuel ; Španihel,, Pavol (referee) ; Valach, Soběslav (advisor)
This bachelor thesis is concerned with the monitoring of surrounding devices using wireless communication interfaces Wi-Fi and Bluetooth. In the theoretical section, these standards are presented together with the possibilities of monitoring of said wireless standards and complications associated with it. The proposed solution outlines implementation and automation of such monitoring on a Raspberry Pi platform, including data capture, data storage in a MySQL database, data analysis and representation of results.
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Unified verification environment for digital part of automotive mixed-signal integrated circuits
Petráš, Samuel ; Dvořák, Vojtěch (referee) ; Prokop, Roman (advisor)
This thesis is concerned with unified verification environment for the verification of small designs of the digital part of integrated circuits with mixed signals. By unified verification environment is meant an environment suitable for both simulation and emulation. The first chapter describes the current verification methods of such designs. The second chapter presents the requirements that emulation places on the verification environment implemented according to the Universal Verification Methodology (UVM) and the attached implementation of proposed environment. The third chapter contains practical knowledge gained during the implementation of the unified verification environment, problems and their solutions, as well as several comparisons between simulation and emulation.
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Deep Neural Network Pruning for Text Recognition
Petráš, Simon ; Hradiš, Michal (referee) ; Kišš, Martin (advisor)
This document is a work on pruning neural network for handwriting recognition. The aim of the work is to create a program for pruning the network. We prune two types of neural networks, namely convolutional and recurrent neural networks. During the pruning of the convolution part, various criteria of parameter selection were experimented with. The result of the work is a model that achieves 20% acceleration while increasing the network inaccuracy by only 0.4%, but also a number of other models that are faster but also acquire higher inaccuracies.
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Deep Neural Network Pruning for Text Recognition
Petráš, Simon ; Hradiš, Michal (referee) ; Kišš, Martin (advisor)
This document is a work on pruning neural network for handwriting recognition. The aim of the work is to create a program for pruning the network. We prune two types of neural networks, namely convolutional and recurrent neural networks. During the pruning of the convolution part, various criteria of parameter selection were experimented with. The result of the work is a model that achieves 20% acceleration while increasing the network inaccuracy by only 0.4%, but also a number of other models that are faster but also acquire higher inaccuracies.
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Unified verification environment for digital part of automotive mixed-signal integrated circuits
Petráš, Samuel ; Dvořák, Vojtěch (referee) ; Prokop, Roman (advisor)
This thesis is concerned with unified verification environment for the verification of small designs of the digital part of integrated circuits with mixed signals. By unified verification environment is meant an environment suitable for both simulation and emulation. The first chapter describes the current verification methods of such designs. The second chapter presents the requirements that emulation places on the verification environment implemented according to the Universal Verification Methodology (UVM) and the attached implementation of proposed environment. The third chapter contains practical knowledge gained during the implementation of the unified verification environment, problems and their solutions, as well as several comparisons between simulation and emulation.
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|
|
WiFi and Bluetooth monitor tool
Petráš, Samuel ; Španihel,, Pavol (referee) ; Valach, Soběslav (advisor)
This bachelor thesis is concerned with the monitoring of surrounding devices using wireless communication interfaces Wi-Fi and Bluetooth. In the theoretical section, these standards are presented together with the possibilities of monitoring of said wireless standards and complications associated with it. The proposed solution outlines implementation and automation of such monitoring on a Raspberry Pi platform, including data capture, data storage in a MySQL database, data analysis and representation of results.
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