An environment for complex behaviour detection in bio-potential experiments
We propose BioS (Bio-potential Study) as a new virtual data anal-ysis and management environment.It was devised to cope with the physiologicalsignals, in order to manage different data using advanced methods of analy-sis and to find a simple way to decode and interpret data. BioS has beenstructured...
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| Main Authors: | , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
AIMS Press
2008-02-01
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| Series: | Mathematical Biosciences and Engineering |
| Subjects: | |
| Online Access: | https://www.aimspress.com/article/doi/10.3934/mbe.2008.5.261 |
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| Summary: | We propose BioS (Bio-potential Study) as a new virtual data anal-ysis and management environment.It was devised to cope with the physiologicalsignals, in order to manage different data using advanced methods of analy-sis and to find a simple way to decode and interpret data. BioS has beenstructured as a flexible, modular, and portable environment. It includes sev-eral modules as data importing and loading, data visualization (1D, 2D, 3D),pre-processing (frequency and saturation filtering, statistical analysis), spatio-temporal processing such as power spectrum, independent component analysis(ICA) in spatial and time domain, and nonlinear analysis for the extractionof the maximum Lyapunov exponent and d ∞(d-inifnite) using optimized al-gorithms. The environment provides a user-friendly Graphic User Interfacethat allows inexperienced users to perform complex analyses and to speed upexperimental data processing. |
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| ISSN: | 1551-0018 |