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» On Shift-Invariant Sparse Coding
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ISCOPE
1997
Springer
14 years 2 days ago
Aspect-Oriented Programming of Sparse Matrix Code
John Irwin, Jean-Marc Loingtier, John R. Gilbert, ...
NIPS
2008
13 years 9 months ago
Resolution Limits of Sparse Coding in High Dimensions
This paper addresses the problem of sparsity pattern detection for unknown ksparse n-dimensional signals observed through m noisy, random linear measurements. Sparsity pattern rec...
Alyson K. Fletcher, Sundeep Rangan, Vivek K. Goyal
NIPS
2004
13 years 9 months ago
Sparse Coding of Natural Images Using an Overcomplete Set of Limited Capacity Units
It has been suggested that the primary goal of the sensory system is to represent input in such a way as to reduce the high degree of redundancy. Given a noisy neural representati...
Eizaburo Doi, Michael S. Lewicki
ICFP
2010
ACM
13 years 9 months ago
Specifying and verifying sparse matrix codes
Gilad Arnold, Johannes Hölzl, Ali Sinan K&oum...
TNN
2008
67views more  TNN 2008»
13 years 7 months ago
Simple Method for High-Performance Digit Recognition Based on Sparse Coding
Kai Labusch, Erhardt Barth, Thomas Martinetz