Dimensionality reduction of neural data (PCA / dPCA / GPFA)

Cunningham-Yu 2014: large-scale recording yields N×T spike-count matrix; PCA / dPCA (demixed-PCA) / GPFA (Gaussian-Process Factor Analysis) extract dominant population dynamics. Effective dimensionality << N — neural population activity…