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Statistical theory / Thermodynamic entropy / Thermodynamics / State functions / Philosophy of thermal and statistical physics / Cross entropy / Entropy / Principle of maximum entropy / Mutual information / Statistics / Information theory / Probability and statistics


Maximum Entropy: A Special Case of Minimum Cross-entropy Applied to Nonlinear Estimation by an Artificial Neural Network
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Document Date: 2012-10-10 16:17:59

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File Size: 374,58 KB

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Delray Beach / Pensacola / /

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temperaComplex Systems / Complex Systems / Complex Systems Publications Inc. / EOFs / 2d3D Incorporated / variComplex Systems / /

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pence / /

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Facility

Salahalddin T. Abusalah÷ University of West Florida / /

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acoustic energy / actual network / gradient-descent algorithm / analytical solution / neural network / computational algorithms / work connecting neural networks / neural networks / cross-entropy information processing optimizations / information processing structure / gradient-descent minimization algorithms / backpropagation algorithm / informational systems / energy / real-world dynamical systems / /

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Shannon / New River / /

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Department of Electrical and Computer Engineering / University of West Florida / /

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Joseph C. Park / /

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sonar operator/designer / Representative / /

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FL / /

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Florida / North Carolina / /

PublishedMedium

Complex Systems / /

Region

West Florida / /

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radiation / gradient-descent minimization algorithms / Neural Network / ANN computational algorithms / gradient-descent algorithm / fiber optic / backpropagation algorithm / PDF / /

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