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Michael S. Lewicki - Publications

Affiliations: 
Case Western Reserve University, Cleveland Heights, OH, United States 
Area:
Computation & Theory
Website:
http://www.cnbc.cmu.edu/cplab/
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36 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2014 Doi E, Lewicki MS. A simple model of optimal population coding for sensory systems. Plos Computational Biology. 10: e1003761. PMID 25121492 DOI: 10.1371/journal.pcbi.1003761  0.778
2014 Doi E, Lewicki M. Optimal retinal population coding predicts inhomogeneous light adaptation and contrast sensitivity across the visual field Journal of Vision. 14: 1188-1188. DOI: 10.1167/14.10.1188  0.752
2014 Stilp CE, Lewicki MS. Statistical structure of speech sound classes is congruent with cochlear nucleus response properties Proceedings of Meetings On Acoustics. 20. DOI: 10.1121/1.4831534  0.356
2012 DiMattina C, Fox SA, Lewicki MS. Detecting natural occlusion boundaries using local cues. Journal of Vision. 12. PMID 23255731 DOI: 10.1167/12.13.15  0.725
2011 Doi E, Lewicki MS. Characterization of minimum error linear coding with sensory and neural noise. Neural Computation. 23: 2498-510. PMID 21732860 DOI: 10.1162/NECO_a_00181  0.776
2009 Karklin Y, Lewicki MS. Emergence of complex cell properties by learning to generalize in natural scenes. Nature. 457: 83-6. PMID 19020501 DOI: 10.1038/nature07481  0.779
2009 Balcan DC, Lewicki MS. Adaptive coding of images via multiresolution ICA Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 1021-1024. DOI: 10.1109/ICASSP.2009.4959760  0.787
2007 Cavaco S, Lewicki MS. Statistical modeling of intrinsic structures in impacts sounds. The Journal of the Acoustical Society of America. 121: 3558-68. PMID 17552707 DOI: 10.1121/1.2729368  0.753
2007 Doi E, Balcan DC, Lewicki MS. Robust coding over noisy overcomplete channels. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 16: 442-52. PMID 17269637 DOI: 10.1109/Tip.2006.888352  0.769
2007 Doi E, Lewicki MS. A theory of retinal population coding Advances in Neural Information Processing Systems. 353-360.  0.746
2006 Smith EC, Lewicki MS. Efficient auditory coding. Nature. 439: 978-82. PMID 16495999 DOI: 10.1038/nature04485  0.69
2005 Karklin Y, Lewicki MS. A hierarchical Bayesian model for learning nonlinear statistical regularities in nonstationary natural signals. Neural Computation. 17: 397-423. PMID 15720773 DOI: 10.1162/0899766053011474  0.769
2005 Smith E, Lewicki MS. Efficient coding of time-relative structure using spikes. Neural Computation. 17: 19-45. PMID 15563746 DOI: 10.1162/0899766052530839  0.681
2005 Doi E, Lewicki MS. Sparse coding of natural images using an overcomplete set of limited capacity units Advances in Neural Information Processing Systems.  0.779
2005 Doi E, Balcan DC, Lewicki MS. A theoretical analysis of robust coding over noisy overcomplete channels Advances in Neural Information Processing Systems. 307-314.  0.737
2005 Karklin Y, Lewicki MS. Is early vision optimized for extracting higher-order dependencies? Advances in Neural Information Processing Systems. 635-642.  0.732
2003 Karklin Y, Lewicki MS. Learning higher-order structures in natural images. Network (Bristol, England). 14: 483-99. PMID 12938768 DOI: 10.1088/0954-898X/14/3/306  0.797
2003 Karklin Y, Lewicki MS. A model for learning variance components of natural images Advances in Neural Information Processing Systems.  0.759
2002 Lee TW, Lewicki MS. Unsupervised image classification, segmentation, and enhancement using ICA mixture models. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 11: 270-9. PMID 18244630 DOI: 10.1109/83.988960  0.432
2002 Lewicki MS. Efficient coding of natural sounds. Nature Neuroscience. 5: 356-63. PMID 11896400 DOI: 10.1038/nn831  0.398
2001 Olshausen BA, Sallee P, Lewicki MS. Learning sparse image codes using a wavelet pyramid architecture Advances in Neural Information Processing Systems.  0.366
2000 Lewicki MS, Sejnowski TJ. Learning overcomplete representations. Neural Computation. 12: 337-65. PMID 10636946 DOI: 10.1162/089976600300015826  0.671
2000 Lewicki MS. Deriving optimal codes for speech and natural sounds using generalized independent component analysis The Journal of the Acoustical Society of America. 108: 2629-2629. DOI: 10.1121/1.4743788  0.482
2000 Olshausen BA, Sallee P, Lewicki MS. Learning sparse wavelet codes for natural images Proceedings of Spie - the International Society For Optical Engineering. 4119: 200-207. DOI: 10.1117/12.408604  0.371
2000 Lewicki MS. Learning optimal codes for natural images and sounds Proceedings of Spie - the International Society For Optical Engineering. 4119: 185-199. DOI: 10.1117/12.408603  0.382
2000 Lee TW, Lewicki MS, Sejnowski TJ. ICA mixture models for unsupervised classification of non-Gaussian classes and automatic context switching in blind signal separation Ieee Transactions On Pattern Analysis and Machine Intelligence. 22: 1078-1089. DOI: 10.1109/34.879789  0.606
1999 Lewicki MS, Olshausen BA. Probabilistic framework for the adaptation and comparison of image codes Journal of the Optical Society of America a: Optics and Image Science, and Vision. 16: 1587-1601. DOI: 10.1364/Josaa.16.001587  0.512
1999 Lee TW, Lewicki MS, Girolami M, Sejnowski TJ. Blind source separation of more sources than mixtures using overcomplete representations Ieee Signal Processing Letters. 6: 87-90. DOI: 10.1109/97.752062  0.597
1999 Lewicki MS, Sejnowski TJ. Coding time-varying signals using sparse, shift-invariant representations Advances in Neural Information Processing Systems. 730-736.  0.606
1998 Lewicki MS. A review of methods for spike sorting: the detection and classification of neural action potentials. Network (Bristol, England). 9: R53-78. PMID 10221571 DOI: 10.1088/0954-898X_9_4_001  0.304
1998 Lewicki MS, Sejnowski TJ. Learning nonlinear overcomplete representations for efficient coding Advances in Neural Information Processing Systems. 556-562.  0.6
1997 Lewicki MS, Sejnowski TJ. Bayesian unsupervised learning of higher order structure Advances in Neural Information Processing Systems. 529-535.  0.519
1996 Lewicki MS, Arthur BJ. Hierarchical organization of auditory temporal context sensitivity. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 16: 6987-98. PMID 8824335 DOI: 10.1523/Jneurosci.16-21-06987.1996  0.729
1996 Lewicki MS. Intracellular characterization of song-specific neurons in the zebra finch auditory forebrain. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 16: 5855-63. PMID 8795637 DOI: 10.1523/Jneurosci.16-18-05854.1996  0.344
1995 Lewicki MS, Konishi M. Mechanisms underlying the sensitivity of songbird forebrain neurons to temporal order. Proceedings of the National Academy of Sciences of the United States of America. 92: 5582-6. PMID 7777552 DOI: 10.1073/pnas.92.12.5582  0.487
1994 Lewicki MS. Bayesian Modeling and Classification of Neural Signals Neural Computation. 6: 1005-1030. DOI: 10.1162/neco.1994.6.5.1005  0.341
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