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» Bayesian MLP neural networks for image analysis
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NECO
2002
145views more  NECO 2002»
15 years 7 months ago
Bayesian Model Assessment and Comparison Using Cross-Validation Predictive Densities
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
IJON
2008
156views more  IJON 2008»
15 years 7 months ago
Analysis of the dynamical behavior of a feedback auto-associative memory
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...
169
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ICSC
1999
Springer
15 years 11 months ago
Self-Organizing Neural Networks for Data Projection
Mu-Chun Su, Hsiao-Te Chang
ICANN
2007
Springer
15 years 11 months ago
An Efficient Method for Pruning the Multilayer Perceptron Based on the Correlation of Errors
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...
187
Voted
ISCI
2000
153views more  ISCI 2000»
15 years 7 months ago
Neural networks for HREM image analysis
We present a new neural network-based method of image processing for determining the local composition and thickness of III
Holger Kirschner, Reinald Hillebrand