Long-term Atypical EEG Data Analysis - Preprocessing, Classification and Visualization

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21230%2F06%3A03118309" target="_blank" >RIV/68407700:21230/06:03118309 - isvavai.cz</a>
Result on the web
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DOI - Digital Object Identifier
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Result language
angličtina
Original language name
Long-term Atypical EEG Data Analysis - Preprocessing, Classification and Visualization
Original language description
In this paper we present results of the software development for long-term EEG records analysis. The developed system consists of several basic modules. Each of the modules enables data or information visualization it is working with. Main modules of thedescribed system are: main window (simple EEG browser), segmentation setup, feature space metrics setup, classifiers (kNN, backpropagation neural network, k-means cluster analysis), module for training set creation and editing, spectral analysis - spectrogram and spectrogram of multiple electrodes, 2D and 3D brainmapping, features values visualization, digital filtering, online support. Almost all modules are designed as browsers and scrollbars can be interconnected to each other. All presented tools for signal preprocessing, classification and visualization provide quite detailed setup, have brief help and allow saving of configuration for later use (presets).
Czech name
Analýza dlouhodobých atypických EEG dat - předzpracování, klasifikace a vizualizace
Czech description
V příspěvku prezentujeme výsledky vývoje softwaru pro analýzu dlouhodobých záznamů EEG.

Publication year
2006
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

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