NIPS Proceedings
β
Books
Michael S. Lewicki
12 Papers
A Theory of Retinal Population Coding
(2006)
A Theoretical Analysis of Robust Coding over Noisy Overcomplete Channels
(2005)
Is Early Vision Optimized for Extracting Higher-order Dependencies?
(2005)
Learning Efficient Auditory Codes Using Spikes Predicts Cochlear Filters
(2004)
Sparse Coding of Natural Images Using an Overcomplete Set of Limited Capacity Units
(2004)
A Model for Learning Variance Components of Natural Images
(2002)
Learning Sparse Image Codes using a Wavelet Pyramid Architecture
(2000)
Coding Time-Varying Signals Using Sparse, Shift-Invariant Representations
(1998)
Unsupervised Classification with Non-Gaussian Mixture Models Using ICA
(1998)
Learning Nonlinear Overcomplete Representations for Efficient Coding
(1997)
Bayesian Unsupervised Learning of Higher Order Structure
(1996)
Bayesian Modeling and Classification of Neural Signals
(1993)