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Michael S. Lewicki: [Publications] [Author Rank by year] [Co-authors] [Prefers] [Cites] [Cited by]

Publications of Author

  1. Eizaburo Doi, Doru-Cristian Balcan, Michael S. Lewicki
    A Theoretical Analysis of Robust Coding over Noisy Overcomplete Channels. [Citation Graph (0, 0)][DBLP]
    NIPS, 2005, pp:- [Conf]
  2. Eizaburo Doi, Michael S. Lewicki
    Sparse Coding of Natural Images Using an Overcomplete Set of Limited Capacity Units. [Citation Graph (0, 0)][DBLP]
    NIPS, 2004, pp:- [Conf]
  3. Yan Karklin, Michael S. Lewicki
    Is Early Vision Optimized for Extracting Higher-order Dependencies? [Citation Graph (0, 0)][DBLP]
    NIPS, 2005, pp:- [Conf]
  4. Yan Karklin, Michael S. Lewicki
    A Model for Learning Variance Components of Natural Images. [Citation Graph (0, 0)][DBLP]
    NIPS, 2002, pp:1367-1374 [Conf]
  5. Te-Won Lee, Michael S. Lewicki, Terrence J. Sejnowski
    Unsupervised Classification with Non-Gaussian Mixture Models Using ICA. [Citation Graph (0, 0)][DBLP]
    NIPS, 1998, pp:508-514 [Conf]
  6. Michael S. Lewicki
    Bayesian Modeling and Classification of Neural Signals. [Citation Graph (0, 0)][DBLP]
    NIPS, 1993, pp:590-597 [Conf]
  7. Michael S. Lewicki, Bruno A. Olshausen
    Inferring Sparse, Overcomplete Image Codes Using an Efficient Coding Framework. [Citation Graph (0, 0)][DBLP]
    NIPS, 1997, pp:- [Conf]
  8. Michael S. Lewicki, Terrence J. Sejnowski
    Bayesian Unsupervised Learning of Higher Order Structure. [Citation Graph (0, 0)][DBLP]
    NIPS, 1996, pp:529-535 [Conf]
  9. Michael S. Lewicki, Terrence J. Sejnowski
    Learning Nonlinear Overcomplete Representations for Efficient Coding. [Citation Graph (0, 0)][DBLP]
    NIPS, 1997, pp:- [Conf]
  10. Michael S. Lewicki, Terrence J. Sejnowski
    Coding Time-Varying Signals Using Sparse, Shift-Invariant Representations. [Citation Graph (0, 0)][DBLP]
    NIPS, 1998, pp:730-736 [Conf]
  11. Bruno A. Olshausen, Phil Sallee, Michael S. Lewicki
    Learning Sparse Image Codes using a Wavelet Pyramid Architecture. [Citation Graph (0, 0)][DBLP]
    NIPS, 2000, pp:887-893 [Conf]
  12. Evan C. Smith, Michael S. Lewicki
    Learning Efficient Auditory Codes Using Spikes Predicts Cochlear Filters. [Citation Graph (0, 0)][DBLP]
    NIPS, 2004, pp:- [Conf]
  13. Yan Karklin, Michael S. Lewicki
    A Hierarchical Bayesian Model for Learning Nonlinear Statistical Regularities in Nonstationary Natural Signals. [Citation Graph (0, 0)][DBLP]
    Neural Computation, 2005, v:17, n:2, pp:397-423 [Journal]
  14. Michael S. Lewicki, Terrence J. Sejnowski
    Learning Overcomplete Representations. [Citation Graph (0, 0)][DBLP]
    Neural Computation, 2000, v:12, n:2, pp:337-365 [Journal]
  15. Evan Smith, Michael S. Lewicki
    Efficient Coding of Time-Relative Structure Using Spikes. [Citation Graph (0, 0)][DBLP]
    Neural Computation, 2005, v:17, n:1, pp:19-45 [Journal]
  16. Te-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. [Citation Graph (0, 0)][DBLP]
    IEEE Trans. Pattern Anal. Mach. Intell., 2000, v:22, n:10, pp:1078-1089 [Journal]
  17. Te-Won Lee, Michael S. Lewicki
    Unsupervised image classification, segmentation, and enhancement using ICA mixture models. [Citation Graph (0, 0)][DBLP]
    IEEE Transactions on Image Processing, 2002, v:11, n:3, pp:270-279 [Journal]
  18. Eizaburo Doi, Michael S. Lewicki
    A Theory of Retinal Population Coding. [Citation Graph (0, 0)][DBLP]
    NIPS, 2006, pp:353-360 [Conf]
  19. Eizaburo Doi, Doru-Cristian Balcan, Michael S. Lewicki
    Robust Coding Over Noisy Overcomplete Channels. [Citation Graph (0, 0)][DBLP]
    IEEE Transactions on Image Processing, 2007, v:16, n:2, pp:442-452 [Journal]

  20. Adaptive coding of images via multiresolution ICA. [Citation Graph (, )][DBLP]


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