11 resultados para Permutation entropy (PE)
em Doria (National Library of Finland DSpace Services) - National Library of Finland, Finland
Resumo:
Stolbovan rauhassa Ruotsiin liitettyjen itäisten alueiden väestö oli ortodoksista, ja sen saattaminen luterilaisen kirkon piiriin edellytti muun muassa uudenlaista, luterilaiseen katekismukseen perustuvaa kansanopetusta. Viipurin hiippakunnan piispaksi vuonna 1642 nimitetty Petrus Bjugg laati suomensukuisia ortodoksikarjalaisia varten uuden suomenkielisen, mutta kyrillisin kirjaimin painetun katekismuksen. Katekismus oli painettu vuonna 1644 alankomaalaissyntyisen Pieter van Selowin kirjapainossa. Selow oli tullut Tukholmaan kirjakkeiden valajana ja perustanut sinne kirjapainon, jonka kirjakevalikoimassa oli myös kyrillinen kirjaimisto. Katekismus opettaa nuorisolle Jumalan kymmenen käskyä ja uskon kappaleet: '... Kuinga nuore kanssa pite opetettaman ittseäns siunamaan aamulla ja ehtoina, kuinga nuore kansa pita opetetaman lukeman rualle ja ruvalda, monikagat jalot opetuxet pygestä Ramatusta kaikein sätyjen ja virkain menost, jooilla ittsekukin gänen ammatissans opetetaan, mitä gänen tekemän ja iättämän pitä...'.
Resumo:
In this study, feature selection in classification based problems is highlighted. The role of feature selection methods is to select important features by discarding redundant and irrelevant features in the data set, we investigated this case by using fuzzy entropy measures. We developed fuzzy entropy based feature selection method using Yu's similarity and test this using similarity classifier. As the similarity classifier we used Yu's similarity, we tested our similarity on the real world data set which is dermatological data set. By performing feature selection based on fuzzy entropy measures before classification on our data set the empirical results were very promising, the highest classification accuracy of 98.83% was achieved when testing our similarity measure to the data set. The achieved results were then compared with some other results previously obtained using different similarity classifiers, the obtained results show better accuracy than the one achieved before. The used methods helped to reduce the dimensionality of the used data set, to speed up the computation time of a learning algorithm and therefore have simplified the classification task
Resumo:
Changes in the electroencephalography (EEG) signal have been used to study the effects of anesthetic agents on the brain function. Several commercial EEG based anesthesia depth monitors have been developed to measure the level of the hypnotic component of anesthesia. Specific anesthetic related changes can be seen in the EEG, but still it remains difficult to determine whether the subject is consciousness or not during anesthesia. EEG reactivity to external stimuli may be seen in unconsciousness subjects, in anesthesia or even in coma. Changes in regional cerebral blood flow, which can be measured with positron emission tomography (PET), can be used as a surrogate for changes in neuronal activity. The aim of this study was to investigate the effects of dexmedetomidine, propofol, sevoflurane and xenon on the EEG and the behavior of two commercial anesthesia depth monitors, Bispectral Index (BIS) and Entropy. Slowly escalating drug concentrations were used with dexmedetomidine, propofol and sevoflurane. EEG reactivity at clinically determined similar level of consciousness was studied and the performance of BIS and Entropy in differentiating consciousness form unconsciousness was evaluated. Changes in brain activity during emergence from dexmedetomidine and propofol induced unconsciousness were studied using PET imaging. Additionally, the effects of normobaric hyperoxia, induced during denitrogenation prior to xenon anesthesia induction, on the EEG were studied. Dexmedetomidine and propofol caused increases in the low frequency, high amplitude (delta 0.5-4 Hz and theta 4.1-8 Hz) EEG activity during stepwise increased drug concentrations from the awake state to unconsciousness. With sevoflurane, an increase in delta activity was also seen, and an increase in alpha- slow beta (8.1-15 Hz) band power was seen in both propofol and sevoflurane. EEG reactivity to a verbal command in the unconsciousness state was best retained with propofol, and almost disappeared with sevoflurane. The ability of BIS and Entropy to differentiate consciousness from unconsciousness was poor. At the emergence from dexmedetomidine and propofol induced unconsciousness, activation was detected in deep brain structures, but not within the cortex. In xenon anesthesia, EEG band powers increased in delta, theta and alpha (8-12Hz) frequencies. In steady state xenon anesthesia, BIS and Entropy indices were low and these monitors seemed to work well in xenon anesthesia. Normobaric hyperoxia alone did not cause changes in the EEG. All of these results are based on studies in healthy volunteers and their application to clinical practice should be considered carefully.
Resumo:
Soitinnus: lauluääni, piano.
La Finlande: notes recueillies en 1848 pendant une excursion de Saint-Pétersbourg a Torneo - Tome 1
La Finlande: notes recueillies en 1848 pendant une excursion de Saint-Pétersbourg a Torneo - Tome 2