NEPR 208: Neuroscience program computational core course
NEPR 209: Introduction to Mathematical Tools in Neuroscience
Background on population data analysis
When done in the static regime, population analysis is no different than standard multi-variate statistical analysis. A classical perspective on these is useful before considering more modern approaches (e.g., deep learning).
Two excellent references are:
1. Duda, Hart, Stock: "Pattern Classification"
2. Manly: "Multivariate Statistical Methods: A Primer"
Two excellent references are:
1. Duda, Hart, Stock: "Pattern Classification"
2. Manly: "Multivariate Statistical Methods: A Primer"