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Generalized Hebbian Algorithm

Known as: GHA, Sanger's rule 
The Generalized Hebbian Algorithm (GHA), also known in the literature as Sanger's rule, is a linear feedforward neural network model for unsupervised… Expand
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Highly Cited
2013
Highly Cited
2013
Several recent papers suggest that the negative association between natural resource intensity and economic growth can be… Expand
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Highly Cited
2011
Highly Cited
2011
We utilize a variety of climate datasets to examine impacts of two mechanisms on precipitation in the Greater Horn of Africa (GHA… Expand
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Highly Cited
2008
Highly Cited
2008
The hydrophilic–lipophilic balance (HLB) number system was used to optimize a compatible non-ionic surfactant, TDA… Expand
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Highly Cited
2007
Highly Cited
2007
Harmonia axyridis is a predatory coccinellid, native to central and eastern Asia. It has been available in many countries for use… Expand
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Highly Cited
2006
Highly Cited
2006
The current surge of interest in search and comparison tasks in natural language processing has brought with it a focus on vector… Expand
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Highly Cited
2006
Highly Cited
2006
An algorithm based on the Generalized Hebbian Algorithm is described that allows the singular value decomposition of a dataset to… Expand
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2006
2006
  • M. Rizk, E.M. Koosha
  • International Conference on Computer Engineering…
  • 2006
  • Corpus ID: 14599785
In this paper we perform image compression and face recognition using principal component analysis (PCA) and the generalized… Expand
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2005
2005
The Generalized Hebbian Algorithm is shown to be equivalent to Latent Semantic Analysis, and applicable to a range of LSAstyle… Expand
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Highly Cited
2003
Highly Cited
2003
Appearance-based image analysis techniques require fast computation of principal components of high-dimensional image vectors. We… Expand
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Highly Cited
2000
Highly Cited
2000
The historical path of gross domestic product (GDP) per capita in the United States (U.S.) is, except for the interlude of the… Expand
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