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» Bayesian MLP neural networks for image analysis

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NECO
2002

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Bayesian Model Assessment and Comparison Using Cross-Validation Predictive Densities

13 years 7 months ago

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In this work, we discuss practical methods for the assessment, comparison, and selection of complex hierarchical Bayesian models. A natural way to assess the goodness of the model...

Aki Vehtari, Jouko Lampinen

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IJON
2008

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Analysis of the dynamical behavior of a feedback auto-associative memory

13 years 7 months ago

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The dynamical behavior and the stability properties of fixed points in a feedback auto-associative memory are investigated. The proposed structure encompasses a multi-layer percep...

Mahmood Amiri, Sohrab Saeb, Mohammad Javad Yazdanp...

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ICSC
1999
Springer

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Self-Organizing Neural Networks for Data Projection

13 years 11 months ago

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Mu-Chun Su, Hsiao-Te Chang

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ICANN
2007
Springer

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An Efficient Method for Pruning the Multilayer Perceptron Based on the Correlation of Errors

13 years 11 months ago

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Abstract. In this paper we present a novel method for pruning redundant weights of a trained multilayer Perceptron (MLP). The proposed method is based on the correlation analysis o...

Cláudio M. S. Medeiros, Guilherme De A. Bar...

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ISCI
2000

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Neural networks for HREM image analysis

13 years 7 months ago

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We present a new neural network-based method of image processing for determining the local composition and thickness of III

Holger Kirschner, Reinald Hillebrand

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