/pca_unipodal

Principal Componente Analysis (PCA) of angle data collected from unipodal experiments

Primary LanguageMATLAB

pca_unipodal

Principal Componente Analysis (PCA) of angle data collected from unipodal experiments

You may need BTK wrapper: https://biomechanical-toolkit.github.io/

main_plot_all: code to calculate the PCA of a single individual and plot the component and reconstruction.

heatmap_contagem_PCA: code to evaluate the individuals' cross-correlation in a heatmap using threshold or max pooling.

main_automatic: code to process all components, including the generation of correlation analysis. Figures, workspace and variables are automatic saved in a chosen file.