Concepedia

Michael S. Lewicki

MS

Statistics

Publications

34

Citations

5.4K

H-Index

25

Active since

1994

Affiliations

Carnegie Mellon University(Current)

Center for the Neural Basis of Cognition

Salk Institute for Biological Studies

Howard Hughes Medical Institute

California Institute of Technology

Michael S. Lewicki is an author at Carnegie Mellon University specializing in engineering, pattern recognition, and computer science.

Top concepts

EngineeringComputer ScienceSignal ProcessingPattern RecognitionNeuroscienceImage AnalysisMachine VisionComputer VisionSpeech ProcessingData Science

Publications per year

1994–2014

34

Publications

34

Learning Overcomplete Representations

Michael S. Lewicki, Terrence J. Sejnowski · Neural Computation · 2000 · 1.1K citations

Engineering, Machine Learning, Atomic Decomposition +20

Efficient coding of natural sounds

Michael S. Lewicki · Nature Neuroscience · 2002 · 696 citations

Music, Auditory Modeling, Engineering +5

Efficient auditory coding

Evan C. Smith, Michael S. Lewicki · Nature · 2006 · 645 citations

Music, Auditory Processing, Auditory Modeling +10

Blind source separation of more sources than mixtures using overcomplete representations

Te-Won Lee, Michael S. Lewicki, Mark Girolami et al. · IEEE Signal Processing Letters · 1999 · 405 citations

Music, Source Separation, Overcomplete Representation +20

Probabilistic framework for the adaptation and comparison of image codes

Michael S. Lewicki, Bruno A. Olshausen · Journal of the Optical Society of America A · 1999 · 312 citations

Engineering, Biometrics, Image Codes +19

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