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Sleep scoring using artificial neural networks
Vašíčková, Zuzana ; Mézl, Martin (referee) ; Králík, Martin (advisor)
Hlavným cieľom semestrálnej práce je vytvorenie umelej neurónovej siete, ktorá bude schopná roztriediť spánok do spánkových epoch. Na začiatku je uvedené zhrnutie informácií o spánku a spánkových epochách. V ďalších kapitolách sa nachádza dôkladnejší prehľad metod na spracovávanie signálov a na klasifikáciu. Po zhrnutí teoretických znalostí potrebných na uskutočnenie praktickej časti práce boli na základe tohto rozboru vypočítané zo signálov potrebné znaky. Tieto znaky boli podrobené štatistickej analýze a na jej základe boli vybrané niektoré znaky, ktoré boli vhodné ako vstup do neurónovej siete, ktorá je po naučení schopná triediť spánkové epochy do príslušných fáz.
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Potential Causes Of Afternoon Tiredness. Fatigue and exhaustion in the context of contemporary art.
Zentková, Barbora ; Kralović,, Ján (referee) ; Hrončeková, Ivana (referee) ; Rathouský, Luděk (advisor)
The dissertation focuses on the topic of fatigue and exhaustion, which I consider to be one of the characteristic features of today's society. The imperative of constant productivity and high workload is written into all areas of our lives, not excluding the non-work sphere. My intention is to explore and name the main socio-economic causes and consequences of fatigue and exhaustion through the lens of contemporary art, and to introduce readers to the work of domestic and foreign authors who respond in a particular way to the challenges posed by the current neoliberal system. My aim is also to try to present a number of inspiring artistic approaches that can also serve as certain starting points and tools for rethinking established practices and offer concrete solutions to prevent the imminent collapse. At the same time, I have been working on the theme of fatigue and exhaustion for a long time in my collaborative artistic practice with Julia Gryboś. The theoretical part of the dissertation is therefore at the same time an effort to name and define the research carried out within the framework of its own artistic results.
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The effect of sleep on consolidation of episodic-like memory in rats
Petránová, Erika ; Kelemen, Eduard (advisor) ; Svoboda, Jan (referee)
We can notice the positive effects of sleep on many functions of our organism. For a long time we have observed the interconnection between sleep and memory and today we already know, that different sleep phases correlate with an improvement of different memory types. One of the hypotheses, that explain the positive effect of sleep on strengthening of the memory representations, is its irreplaceable active role in the process of memory consolidation. The memory consolidation of episodic type in animals, which processes memories into events with time and space context, could according to this theory occur due to two phase sleep process, in which each phase has a specific role. The theoretical part of this thesis will familiarize the reader with the problematic of organization of time and space in our brain, and introduce him to the foundations of electroencephalography (EEG) and offer a detailed introduction into the discussed hypothesis of active sleep consolidation. The practical part is then focused on the confirmation of the already mentioned hypothesis through the combination of comparison of results from the behavioral task of 2 groups of animals with different sleep manipulation and of the analysis of EEG signal recorded during the experiment before and after the training. The behavioral task...
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Sleep scoring using artificial neural networks
Vašíčková, Zuzana ; Mézl, Martin (referee) ; Králík, Martin (advisor)
Hlavným cieľom semestrálnej práce je vytvorenie umelej neurónovej siete, ktorá bude schopná roztriediť spánok do spánkových epoch. Na začiatku je uvedené zhrnutie informácií o spánku a spánkových epochách. V ďalších kapitolách sa nachádza dôkladnejší prehľad metod na spracovávanie signálov a na klasifikáciu. Po zhrnutí teoretických znalostí potrebných na uskutočnenie praktickej časti práce boli na základe tohto rozboru vypočítané zo signálov potrebné znaky. Tieto znaky boli podrobené štatistickej analýze a na jej základe boli vybrané niektoré znaky, ktoré boli vhodné ako vstup do neurónovej siete, ktorá je po naučení schopná triediť spánkové epochy do príslušných fáz.
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