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Michael S. Lewicki Vis

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*2007
20EEEizaburo Doi, Doru-Cristian Balcan, Michael S. Lewicki: Robust Coding Over Noisy Overcomplete Channels. IEEE Transactions on Image Processing 16(2): 442-452 (2007)
2006
19EEEizaburo Doi, Michael S. Lewicki: A Theory of Retinal Population Coding. NIPS 2006: 353-360
2005
18EEEizaburo Doi, Doru-Cristian Balcan, Michael S. Lewicki: A Theoretical Analysis of Robust Coding over Noisy Overcomplete Channels. NIPS 2005
17EEYan Karklin, Michael S. Lewicki: Is Early Vision Optimized for Extracting Higher-order Dependencies? NIPS 2005
16EEEvan Smith, Michael S. Lewicki: Efficient Coding of Time-Relative Structure Using Spikes. Neural Computation 17(1): 19-45 (2005)
15EEYan Karklin, Michael S. Lewicki: A Hierarchical Bayesian Model for Learning Nonlinear Statistical Regularities in Nonstationary Natural Signals. Neural Computation 17(2): 397-423 (2005)
2004
14EEEvan C. Smith, Michael S. Lewicki: Learning Efficient Auditory Codes Using Spikes Predicts Cochlear Filters. NIPS 2004
13EEEizaburo Doi, Michael S. Lewicki: Sparse Coding of Natural Images Using an Overcomplete Set of Limited Capacity Units. NIPS 2004
2002
12EEYan Karklin, Michael S. Lewicki: A Model for Learning Variance Components of Natural Images. NIPS 2002: 1367-1374
11EETe-Won Lee, Michael S. Lewicki: Unsupervised image classification, segmentation, and enhancement using ICA mixture models. IEEE Transactions on Image Processing 11(3): 270-279 (2002)
2000
10 Bruno A. Olshausen, Phil Sallee, Michael S. Lewicki: Learning Sparse Image Codes using a Wavelet Pyramid Architecture. NIPS 2000: 887-893
9EETe-Won Lee, Michael S. Lewicki, Terrence J. Sejnowski: ICA Mixture Models for Unsupervised Classification of Non-Gaussian Classes and Automatic Context Switching in Blind Signal Separation. IEEE Trans. Pattern Anal. Mach. Intell. 22(10): 1078-1089 (2000)
8 Michael S. Lewicki, Terrence J. Sejnowski: Learning Overcomplete Representations. Neural Computation 12(2): 337-365 (2000)
1998
7EETe-Won Lee, Michael S. Lewicki, Terrence J. Sejnowski: Unsupervised Classification with Non-Gaussian Mixture Models Using ICA. NIPS 1998: 508-514
6EEMichael S. Lewicki, Terrence J. Sejnowski: Coding Time-Varying Signals Using Sparse, Shift-Invariant Representations. NIPS 1998: 730-736
1997
5 Michael S. Lewicki, Bruno A. Olshausen: Inferring Sparse, Overcomplete Image Codes Using an Efficient Coding Framework. NIPS 1997
4 Michael S. Lewicki, Terrence J. Sejnowski: Learning Nonlinear Overcomplete Representations for Efficient Coding. NIPS 1997
1996
3EEMichael S. Lewicki, Terrence J. Sejnowski: Bayesian Unsupervised Learning of Higher Order Structure. NIPS 1996: 529-535
1994
2EEMichael S. Lewicki: Bayesian Modeling and Classification of Neural Signals. Neural Computation 6(5): 1005-1030 (1994)
1993
1EEMichael S. Lewicki: Bayesian Modeling and Classification of Neural Signals. NIPS 1993: 590-597

Coauthor Index

1Doru-Cristian Balcan [18] [20]
2Eizaburo Doi [13] [18] [19] [20]
3Yan Karklin [12] [15] [17]
4Te-Won Lee [7] [9] [11]
5Bruno A. Olshausen [5] [10]
6Phil Sallee [10]
7Terrence J. Sejnowski [3] [4] [6] [7] [8] [9]
8Evan Smith [16]
9Evan C. Smith [14]

Colors in the list of coauthors

Copyright © Tue Nov 3 08:52:44 2009 by Michael Ley (ley@uni-trier.de)