Empirical orthogonal function (PCA) estimation for EEG time series
This source contains the empirical orthogonal functional analysis (EOF) calculation for an individual or population of EEG power spectrum multivariate time series. The zip file contains several versions of the code useful for different contexts, including code that returns only the first EOF versus code that returns all N EOFs.
Citation pour cette source
DaveA Albers (2024). Empirical orthogonal function (PCA) estimation for EEG time series (https://www.mathworks.com/matlabcentral/fileexchange/42398-empirical-orthogonal-function-pca-estimation-for-eeg-time-series), MATLAB Central File Exchange. Récupéré le .
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- AI, Data Science, and Statistics > Statistics and Machine Learning Toolbox > Dimensionality Reduction and Feature Extraction >
- Sciences > Neuroscience > Human Brain Mapping > EEG/MEG/ECoG >
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A inspiré : EOF, Empirical Orthogonal Function (EOF) analysis
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eeg_eof/all_eofs/
eeg_eof/first_eof_only/
Version | Publié le | Notes de version | |
---|---|---|---|
1.0.0.0 |