In response to an increasing demand for novel computing methods, Neural Networks for Applied Sciences and Engineering provides a simple but systematic introduction to neural networks applications. This book features case studies that use real data to demonstrate practical applications. It contains in-depth discussions of data, model validation, and uncertainty assessment issues, as well as data dimensionality and methods to reduce dimensionality. It provides detailed coverage of neural network types for extracting nonlinear ...
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In response to an increasing demand for novel computing methods, Neural Networks for Applied Sciences and Engineering provides a simple but systematic introduction to neural networks applications. This book features case studies that use real data to demonstrate practical applications. It contains in-depth discussions of data, model validation, and uncertainty assessment issues, as well as data dimensionality and methods to reduce dimensionality. It provides detailed coverage of neural network types for extracting nonlinear patterns in multi-dimension scientific data, including multi-layer perceptron for nonlinear prediction and classification, self organization maps for discovery of unknown data clusters and recurrent networks for nonlinear time-series forecasting.
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Add this copy of Neural Networks for Applied Sciences and Engineering: to cart. $20.00, very good condition, Sold by Friends of the TorranceLibrary rated 5.0 out of 5 stars, ships from Torrance, CA, UNITED STATES, published 2006 by Auerbach Publications.
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Very good. No dust jacket. Clean pages and tight binding. Glued binding. Paper over boards. 570 p. Contains: Illustrations, black & white, Tables, black & white. Audience: General/trade. Thank you for supporting the Friends of the Torrance Library. Your purchase helps us to provide adult and children's programs and new library services.
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Fair. Used-Acceptable: All pages and the cover are intact but shrink wrap dust covers or boxed set case may be missing. Pages may include limited notes highlighting or minor water damage but the text is readable. Item may be missing bundled media.
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