Zilu Liang WintersweetJul 28, 20211 min readImportant Topics in Physiological Signal ProcessingPCA vs. ICA"In layman terms PCA helps to compress data and ICA helps to separate data." -- Prof. Luis ArgerichPrincipal component analysis: a review and recent development Intro to PCA and ICA (PPT)Comparison between PCA and ICA in EEG modelling
PCA vs. ICA"In layman terms PCA helps to compress data and ICA helps to separate data." -- Prof. Luis ArgerichPrincipal component analysis: a review and recent development Intro to PCA and ICA (PPT)Comparison between PCA and ICA in EEG modelling
Datasets, Checklist, Questionnaires, CodeDatasets/format Motion & HR data from Apple watch with PSG ground truth (Python code for training machine learning models with this...
Important Topics in Machine LearningStart with the basics A few useful things to know about machine learning Parameters and hyperparameters (Andrew Ng's video) Grid search...
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