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LETTER Communicated by Steven Nowlan Neural Network Uncertainty Assessment Using Bayesian Statistics: A Remote Sensing Application
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Document Date: 2011-03-02 09:24:15

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File Size: 1,90 MB

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New York / /

Company

Hertz / /

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Facility

Massachusetts Institute of Technology Neural Computation / NASA Goddard Institute / Columbia University / /

IndustryTerm

real-world applications / uncertainty tools / neural network / nonunique solution / possible solution / conjugate gradient optimization algorithm / geophysical applications / high-level processing / neural networks / satellite observations / chosen solution / satellite remote sensing / backpropagation algorithm / inversion algorithm / adequate tools / possible applications / satellite microwave / model selection tool / diagnostic tool / learning algorithm / /

Organization

Observatoire de Paris / Columbia University / Ecole Polytechnique / Massachusetts Institute of Technology / Institute of Technology Neural Computation / NASA Goddard Institute for Space Studies / Department of Applied Physics and Applied Mathematics / /

Person

Steven Nowlan Neural / Stogryn / /

Position

general quality criterion / model for given input data / Bishop / Butler / /

ProvinceOrState

West Virginia / New York / Massachusetts / /

Technology

learning algorithm / inversion algorithm / Remote Sensing / Neural network / 2004 Massachusetts Institute of Technology / conjugate gradient optimization algorithm / microwave / NN inversion algorithm / backpropagation algorithm / PDF / /

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