Michael S. Lewicki

7.8k total citations · 2 hit papers
46 papers, 5.2k citations indexed

About

Michael S. Lewicki is a scholar working on Signal Processing, Cognitive Neuroscience and Artificial Intelligence. According to data from OpenAlex, Michael S. Lewicki has authored 46 papers receiving a total of 5.2k indexed citations (citations by other indexed papers that have themselves been cited), including 23 papers in Signal Processing, 22 papers in Cognitive Neuroscience and 13 papers in Artificial Intelligence. Recurrent topics in Michael S. Lewicki's work include Blind Source Separation Techniques (21 papers), Neural dynamics and brain function (18 papers) and Neural Networks and Applications (13 papers). Michael S. Lewicki is often cited by papers focused on Blind Source Separation Techniques (21 papers), Neural dynamics and brain function (18 papers) and Neural Networks and Applications (13 papers). Michael S. Lewicki collaborates with scholars based in United States, Denmark and United Kingdom. Michael S. Lewicki's co-authors include Terrence J. Sejnowski, Bruno A. Olshausen, Yan Karklin, Rajesh P. N. Rao, Te-Won Lee, Mark Girolami, Benjamin Arthur, T. J. Sejnowski, Eizaburo Doi and Te-Won Lee and has published in prestigious journals such as Nature, Proceedings of the National Academy of Sciences and Journal of Neuroscience.

In The Last Decade

Michael S. Lewicki

45 papers receiving 4.9k citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

A review of methods for spike sorting: the detection and classification of neural action potentials

1998 889 citations Michael S. Lewicki Network Computation in Neural Systems profile →
Learning Overcomplete Representations

2000 717 citations Michael S. Lewicki, Terrence J. Sejnowski Neural Computation profile →

Peers

Countries citing papers authored by Michael S. Lewicki

Since Specialization

Citations

This map shows the geographic impact of Michael S. Lewicki's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Michael S. Lewicki with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Michael S. Lewicki more than expected).

Fields of papers citing papers by Michael S. Lewicki

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Michael S. Lewicki. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Michael S. Lewicki. The network helps show where Michael S. Lewicki may publish in the future.

Co-authorship network of co-authors of Michael S. Lewicki

This figure shows the co-authorship network connecting the top 25 collaborators of Michael S. Lewicki. A scholar is included among the top collaborators of Michael S. Lewicki based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Michael S. Lewicki. Michael S. Lewicki is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

#	Work	Indexed citations
1	Scene analysis in the natural environment 2014 ·Frontiers in Psychology ·Michael S. Lewicki, Bruno A. Olshausen, Annemarie Surlykke, Cynthia F. Moss	38
2	Detecting natural occlusion boundaries using local cues 2012 ·Journal of Vision ·(unknown), Sarah Fox, Michael S. Lewicki	16
3	Robust Coding Over Noisy Overcomplete Channels 2007 ·IEEE Transactions on Image Processing ·Eizaburo Doi, (unknown), Michael S. Lewicki	16
4	Efficient auditory coding 2006 ·Nature ·(unknown), Michael S. Lewicki	380
5	A Hierarchical Bayesian Model for Learning Nonlinear Statistical Regularities in Nonstationary Natural Signals 2005 ·Neural Computation ·Yan Karklin, Michael S. Lewicki	109
6	A Theoretical Analysis of Robust Coding over Noisy Overcomplete Channels 2005 ·Neural Information Processing Systems ·Eizaburo Doi, (unknown), Michael S. Lewicki	12
7	Is Early Vision Optimized for Extracting Higher-order Dependencies? 2005 ·Neural Information Processing Systems ·Yan Karklin, Michael S. Lewicki	11
8	Relations between the statistical regularities of natural images and the response properties of the early visual system 2005 ·Eizaburo Doi, Michael S. Lewicki	8
9	Efficient Coding of Time-Relative Structure Using Spikes 2004 ·Neural Computation ·(unknown), Michael S. Lewicki	79
10	Learning Efficient Auditory Codes Using Spikes Predicts Cochlear Filters 2004 ·Neural Information Processing Systems ·(unknown), Michael S. Lewicki	8
11	Sparse Coding of Natural Images Using an Overcomplete Set of Limited Capacity Units 2004 ·Neural Information Processing Systems ·Eizaburo Doi, Michael S. Lewicki	13
12	A Model for Learning Variance Components of Natural Images 2002 ·Neural Information Processing Systems ·Yan Karklin, Michael S. Lewicki	3
13	Unsupervised image classification, segmentation, and enhancement using ICA mixture models 2002 ·IEEE Transactions on Image Processing ·(unknown), Michael S. Lewicki	82
14	Efficient coding of natural sounds 2002 ·Nature Neuroscience ·Michael S. Lewicki	460
15	Unsupervised Classification with Non-Gaussian Mixture Models Using ICA 1998 ·Neural Information Processing Systems ·Te-Won Lee, Michael S. Lewicki, Terrence J. Sejnowski	43
16	Inferring sparse, overcomplete image codes using an efficient coding framework 1998 ·Neural Information Processing Systems ·Michael S. Lewicki, Bruno A. Olshausen	35
17	A review of methods for spike sorting: the detection and classification of neural action potentials 1998 ·Network Computation in Neural Systems ·Michael S. Lewicki	449
18	Coding Time-Varying Signals Using Sparse, Shift-Invariant Representations 1998 ·Neural Information Processing Systems ·Michael S. Lewicki, Terrence J. Sejnowski	61
19	Learning Nonlinear Overcomplete Representations for Efficient Coding 1997 ·Neural Information Processing Systems ·Michael S. Lewicki, Terrence J. Sejnowski	50
20	Bayesian Unsupervised Learning of Higher Order Structure 1996 ·Neural Information Processing Systems ·Michael S. Lewicki, Terrence J. Sejnowski	25

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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