A network that uses few active neurones to code visual input predicts the diverse shapes of cortical receptive fields

Neural networks and physical systems with emergent collective computational abilities.

J. J. Hopfield · Proceedings of the National Academy of Sciences · 1982 · 19.3K citations

Medicine, Computer Systems, Neurobiology +17

Matching pursuits with time-frequency dictionaries

Stéphane Mallat, Zhifeng Zhang · IEEE Transactions on Signal Processing · 1993 · 9.1K citations

Engineering, Computer Science, Electrical Engineering +17

Independent component analysis: algorithms and applications

Aapo Hyvärinen, Erkki Oja · Neural Networks · 2000 · 8.8K citations

Computing, Computer Science, Machine Learning +7

Atomic Decomposition by Basis Pursuit

Scott Shaobing Chen, David L. Donoho, Michael A. Saunders · SIAM Journal on Scientific Computing · 1998 · 7K citations

Natural Sciences, Mathematics, Optimization +16

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