| 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, 1998 | 1830 | 1998 |
| Learning overcomplete representations MS Lewicki, TJ Sejnowski Neural computation 12 (2), 337-365, 2000 | 1548 | 2000 |
| Efficient coding of natural sounds MS Lewicki Nature neuroscience 5 (4), 356-363, 2002 | 913 | 2002 |
| Efficient auditory coding EC Smith, MS Lewicki Nature 439 (7079), 978-982, 2006 | 830 | 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 | 642 | 1999 |
| Probabilistic framework for the adaptation and comparison of image codes MS Lewicki, BA Olshausen JOSA A 16 (7), 1587-1601, 1999 | 409 | 1999 |
| Probabilistic models of the brain: Perception and neural function RPN Rao, BA Olshausen, MS Lewicki MIT press, 2002 | 336 | 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 | 301 | 2000 |
| Emergence of complex cell properties by learning to generalize in natural scenes Y Karklin, MS Lewicki Nature 457 (7225), 83-86, 2009 | 291 | 2009 |
| Bayesian modeling and classification of neural signals MS Lewicki Neural computation 6 (5), 1005-1030, 1994 | 285 | 1994 |
| Unsupervised image classification, segmentation, and enhancement using ICA mixture models TW Lee, MS Lewicki IEEE Transactions on Image Processing 11 (3), 270-279, 2002 | 204 | 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 | 200 | 2005 |
| Hierarchical organization of auditory temporal context sensitivity MS Lewicki, BJ Arthur Journal of Neuroscience 16 (21), 6987-6998, 1996 | 185 | 1996 |
| Efficient coding of time-relative structure using spikes E Smith, MS Lewicki Neural computation 17 (1), 19-45, 2005 | 178 | 2005 |
| Learning higher-order structures in natural images Y Karklin, MS Lewicki Network: Computation in Neural Systems 14 (3), 483-499, 2003 | 158 | 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 | 140 | 1995 |
| Coding time-varying signals using sparse, shift-invariant representations M Lewicki, TJ Sejnowski Advances in neural information processing systems 11, 1998 | 130 | 1998 |
| Intracellular characterization of song-specific neurons in the zebra finch auditory forebrain MS Lewicki Journal of Neuroscience 16 (18), 5854-5863, 1996 | 116 | 1996 |
| Learning sparse image codes using a wavelet pyramid architecture B Olshausen, P Sallee, M Lewicki Advances in neural information processing systems 13, 2000 | 111 | 2000 |
| The generalized Gaussian mixture model using ICA TW Lee, MS Lewicki International Workshop on Independent Component Analysis (ICA’00), 239-244, 2000 | 100 | 2000 |
