Michael S. Lewicki - researchr alias

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Viewing Publication 1 - 24 from 24

2014

A Simple Model of Optimal Population Coding for Sensory SystemsEizaburo Doi, Michael S. Lewicki. ploscb, 10(8), 2014. [doi]

2011

Characterization of Minimum Error Linear Coding with Sensory and Neural NoiseEizaburo Doi, Michael S. Lewicki. neco, 23(10):2498-2510, 2011. [doi]

2009

Adaptive coding of images via multiresolution ICADoru-Cristian Balcan, Michael S. Lewicki. icassp 2009: 1021-1024 [doi]

2007

Robust Coding Over Noisy Overcomplete ChannelsEizaburo Doi, Doru-Cristian Balcan, Michael S. Lewicki. TIP, 16(2):442-452, 2007. [doi]

2006

A Theory of Retinal Population CodingEizaburo Doi, Michael S. Lewicki. nips 2007: 353-360 [doi]

2005

2004

Sparse Coding of Natural Images Using an Overcomplete Set of Limited Capacity UnitsEizaburo Doi, Michael S. Lewicki. nips 2004: 377-384 [doi]

Learning Efficient Auditory Codes Using Spikes Predicts Cochlear FiltersEvan C. Smith, Michael S. Lewicki. nips 2004: 1289-1296 [doi]

2002

A Model for Learning Variance Components of Natural ImagesYan Karklin, Michael S. Lewicki. nips 2003: 1367-1374 [doi]

Unsupervised image classification, segmentation, and enhancement using ICA mixture modelsTe-Won Lee, Michael S. Lewicki. TIP, 11(3):270-279, 2002. [doi]

2000

ICA Mixture Models for Unsupervised Classification of Non-Gaussian Classes and Automatic Context Switching in Blind Signal SeparationTe-Won Lee, Michael S. Lewicki, Terrence J. Sejnowski. pami, 22(10):1078-1089, 2000. [doi]

Learning Overcomplete RepresentationsMichael S. Lewicki, Terrence J. Sejnowski. neco, 12(2):337-365, 2000.

Learning Sparse Image Codes using a Wavelet Pyramid ArchitectureBruno A. Olshausen, Phil Sallee, Michael S. Lewicki. nips 2001: 887-893

1999

Blind source separation of more sources than mixtures using overcomplete representationsTe-Won Lee, Michael S. Lewicki, Mark A. Girolami, Terrence J. Sejnowski. spl, 6(4):87-90, 1999. [doi]

1998

Unsupervised Classification with Non-Gaussian Mixture Models Using ICATe-Won Lee, Michael S. Lewicki, Terrence J. Sejnowski. nips 1999: 508-514 [doi]

Coding Time-Varying Signals Using Sparse, Shift-Invariant RepresentationsMichael S. Lewicki, Terrence J. Sejnowski. nips 1999: 730-736 [doi]

1997

Learning Nonlinear Overcomplete Representations for Efficient CodingMichael S. Lewicki, Terrence J. Sejnowski. nips 1998: 556-562

Inferring Sparse, Overcomplete Image Codes Using an Efficient Coding FrameworkMichael S. Lewicki, Bruno A. Olshausen. nips 1998:

1996

Bayesian Unsupervised Learning of Higher Order StructureMichael S. Lewicki, Terrence J. Sejnowski. nips 1997: 529-535 [doi]

1994

Bayesian Modeling and Classification of Neural SignalsMichael S. Lewicki. neco, 6(5):1005-1030, 1994. [doi]

1993

Bayesian Modeling and Classification of Neural SignalsMichael S. Lewicki. nips 1994: 590-597 [doi]

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