Michael Lewicki
Image statistics and cortical representationpresentation
Part 1demos and tutorials
imageFormationTutorial papers links
imageTutorial
pyramidTutorial
A Theoretical Analysis of Robust Coding over Noisy Overcomplete Channels
ANIPS. [pdf]
Karklin Y. and Lewicki M.S.
Learning higher-order structures in natural images
Network: Comput Neural Syst. 2003. [pdf]
Karklin Y. and Lewicki M.S.
A Hierarchical Bayesian Model for Learning Nonlinear Statistical Regularities in Nonstationary Natural Signals
Neural Computation. 2005. [pdf]