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PR
2007
118views more  PR 2007»
13 years 9 months ago
A cooperative constructive method for neural networks for pattern recognition
In this paper, we propose a new constructive method, based on cooperative coevolution, for designing automatically the structure of a neural network for classification. Our appro...
Nicolás García-Pedrajas, Domingo Ort...
TCOM
2010
111views more  TCOM 2010»
13 years 8 months ago
Design of irregular LDPC codes with optimized performance-complexity tradeoff
—The optimal performance-complexity tradeoff for error-correcting codes at rates strictly below the Shannon limit is a central question in coding theory. This paper proposes a nu...
Benjamin Smith, Masoud Ardakani, Wei Yu, Frank R. ...
NAR
2011
208views Computer Vision» more  NAR 2011»
13 years 5 months ago
The Pancreatic Expression database: 2011 update
The Pancreatic Expression database (PED, http:// www.pancreasexpression.org) has established itself as the main repository for pancreatic-derived -omics data. For the past 3 years...
Rosalind J. Cutts, Emanuela Gadaleta, Stephan A. H...
JCNS
2010
121views more  JCNS 2010»
13 years 5 months ago
Pattern orthogonalization via channel decorrelation by adaptive networks
The early processing of sensory information by neuronal circuits often includes a reshaping of activity patterns that may facilitate the further processing of stimulus representat...
Stuart D. Wick, Martin T. Wiechert, Rainer W. Frie...
TCBB
2010
112views more  TCBB 2010»
13 years 5 months ago
A Study of Hierarchical and Flat Classification of Proteins
Automatic classification of proteins using machine learning is an important problem that has received significant attention in the literature. One feature of this problem is that e...
Arthur Zimek, Fabian Buchwald, Eibe Frank, Stefan ...