Michael Lewicki
Michael Lewicki
Assoc Prof, Elec Engr & Comp Sci, Case Western Reserve University
Verifierad e-postadress på case.edu
Citeras av
Citeras av
A review of methods for spike sorting: the detection and classification of neural action potentials
MS Lewicki
Network: Computation in Neural Systems 9 (4), R53-R78, 1998
Learning overcomplete representations
MS Lewicki, TJ Sejnowski
Neural computation 12 (2), 337-365, 2000
Efficient coding of natural sounds
MS Lewicki
Nature neuroscience 5 (4), 356-363, 2002
Efficient auditory coding
EC Smith, MS Lewicki
Nature 439 (7079), 978-982, 2006
Blind source separation of more sources than mixtures using overcomplete representations
TW Lee, MS Lewicki, M Girolami, TJ Sejnowski
IEEE signal processing letters 6 (4), 87-90, 1999
Probabilistic framework for the adaptation and comparison of image codes
MS Lewicki, BA Olshausen
JOSA A 16 (7), 1587-1601, 1999
Bayesian modelling of visual perception
P Mamassian, M Landy, LT Maloney
Probabilistic models of the brain, 13-36, 2002
ICA mixture models for unsupervised classification of non-Gaussian classes and automatic context switching in blind signal separation
TW Lee, MS Lewicki, TJ Sejnowski
IEEE Transactions on Pattern Analysis and Machine Intelligence 22 (10), 1078 …, 2000
Bayesian modeling and classification of neural signals
MS Lewicki
Advances in Neural Information Processing Systems, 590-597, 1994
Probabilistic models of the brain: Perception and neural function
RPN Rao, BA Olshausen, MS Lewicki
MIT press, 2002
Emergence of complex cell properties by learning to generalize in natural scenes
Y Karklin, MS Lewicki
Nature 457 (7225), 83-86, 2009
10 Natural Image Statistics and Divisive
MJ Wainwright, O Schwartz
Probabilistic models of the brain: Perception and neural function, 203, 2002
A hierarchical Bayesian model for learning nonlinear statistical regularities in nonstationary natural signals
Y Karklin, MS Lewicki
Neural computation 17 (2), 397-423, 2005
Unsupervised image classification, segmentation, and enhancement using ICA mixture models
TW Lee, MS Lewicki
IEEE Transactions on Image Processing 11 (3), 270-279, 2002
Hierarchical organization of auditory temporal context sensitivity
MS Lewicki, BJ Arthur
Journal of Neuroscience 16 (21), 6987-6998, 1996
Efficient coding of time-relative structure using spikes
E Smith, MS Lewicki
Neural Computation 17 (1), 19-45, 2005
Learning higher-order structures in natural images
Y Karklin, MS Lewicki
Network: Computation in Neural Systems 14 (3), 483-499, 2003
Mechanisms underlying the sensitivity of songbird forebrain neurons to temporal order
MS Lewicki, M Konishi
Proceedings of the National Academy of Sciences 92 (12), 5582-5586, 1995
13 sparse codes and spikes
BA Olshausen
Probabilistic Models of the Brain, 257, 2002
Learning nonlinear overcomplete representations for efficient coding
MS Lewicki, TJ Sejnowski
Advances in neural information processing systems, 556-562, 1998
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