Sparse coding with an overcomplete basis set: A strategy employed by V1?

A theory for multiresolution signal decomposition: the wavelet representation

Stéphane Mallat · IEEE Transactions on Pattern Analysis and Machine Intelligence · 1989 · 21.1K citations

Arts, Vision Science, Biomedical Signal Processing +16

An Information-Maximization Approach to Blind Separation and Blind Deconvolution

Anthony J. Bell, Terrence J. Sejnowski · Neural Computation · 1995 · 9.2K citations

Computing, Computer Science, Information Theory +16

Independent component analysis, A new concept?

Pierre Comon · Signal Processing · 1994 · 8.2K citations · Full text

Natural Sciences, Data Science, Complex Systems +6

Information theory and statistics

Journal of the Franklin Institute · 1959 · 7.2K citations

Natural Sciences, Computer Science, Mathematics +12

Emergence of simple-cell receptive field properties by learning a sparse code for natural images

Bruno A. Olshausen, David J. Field · Nature · 1996 · 5.8K citations

Computing, Computer Science, Neuroscience +16