Michael Lewicki

Image statistics and cortical representation

presentation

Part 1
Part 2
Part 3
Part 4

demos and tutorials

imageFormationTutorial
imageTutorial
pyramidTutorial

papers

Doi E., Balcan D.C., Lewicki M.S.
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]

links

Lewicki homepage