Academic: Neural networks Ebooks

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Brain-Mind Machineryby Gee-Wah Ng
World Scientific Publishing Company 2009; US$ 93.00
Brain-Mind Machinery provides a walkthrough to the world of brain-inspired computing and mind-related questions. Bringing together diverse viewpoints and expertise from multidisciplinary communities, the book explores the human quest to build a thinking machine with human-like capabilities. Readers will acquire a first-hand understanding of the brain... more...
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Sensitivity Analysis for Neural Networksby Daniel S. Yeung; Ian Cloete; Daming Shi; Wing W.Y. Ng
Springer 2010; US$ 99.00
Artificial neural networks are used to model systems that receive inputs and produce outputs. The relationships between the inputs and outputs and the representation parameters are critical issues in the design of related engineering systems, and sensitivity analysis concerns methods for analyzing these relationships. Perturbations of neural networks... more...
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Neural Networks and Micromechanicsby Ernst Kussul; Tatiana Baidyk; Donald C. Wunsch
Springer 2010; US$ 99.00
This is an interdisciplinary field of research involving the use of neural network techniques for image recognition applied to tasks in the area of micromechanics. The book is organized into chapters on classic neural networks and novel neural classifiers; recognition of textures and object forms; micromechanics; and adaptive algorithms with neural... more...
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Process Neural Networksby Xingui He; Shaohua Xu
Springer 2010; US$ 139.99
"Process Neural Networks - Theory and Applications" proposes the concept and model of a process neural network for the first time, showing how it expands the mapping relationship between the input and output of traditional neural networks, and enhancing the expression capability for practical problems, with broad applicability to solving... more...
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Neural-Based Orthogonal Data Fittingby Giansalvo Cirrincione; Maurizio Cirrincione
Wiley 2011; US$ 98.95
The presentation of a novel theory in orthogonal regression The literature about neural-based algorithms is often dedicated to principal component analysis (PCA) and considers minor component analysis (MCA) a mere consequence. Breaking the mold, Neural-Based Orthogonal Data Fitting is the first book to start with the MCA problem and arrive at important... more...
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Fixed-Point Algorithms for Inverse Problems in Science and Engineeringby Heinz H. Bauschke; Regina S. Burachik; Patrick L. Combettes; Veit Elser; D. Russell Luke; Henry Wolkowicz
Springer 2011; US$ 119.99
"Fixed-Point Algorithms for Inverse Problems in Science and Engineering" presents some of the most recent work from top-notch researchers studying projection and other first-order fixed-point algorithms in several areas of mathematics and the applied sciences. The material presented provides a survey of the state-of-the-art theory and practice... more...
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Neural Nets WIRN11by B. Apolloni; S. Bassis; A. Esposito
IOS Press 2011; US$ 174.00
This book is a collection of selected papers from the 21st WIRN workshop, held in Vietri sul Mare, Italy, in 2011. This workshop is the annual meeting of the Italian Neural Network Society (SIREN) where participants can discuss and analyze the latest challenges in the wider field of neural networks. The papers, all of which are the peer reviewed original... more...
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Data miningby Susi Dulli; Sara Furini; Edmondo Peron
Springer 2009; US$ 31.99
Il libro nasce dall esigenza di coniugare esperienze e capacit procedurali diverse provenienti da vari ambiti disciplinari, quali l informatica e la statistica, al fine di ricercare ed individuare percorsi e relazioni legate alla conoscenza. In un contesto di business, la conoscenza scoperta pu avere un valore strategico per le aziende perch consente... more...
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Cellular Nanoscale Sensory Wave Computingby Chagaan Baatar; Wolfgang Porod; Tamas Roska
Springer 2010; US$ 139.99
This book is a result of a Multidisciplinary University Research Initiative (MURI) project that has been funded by the Office of Naval Research and completed recently. The results manifest a new way of thinking about sensory computing, as well as being one of the first successful attempts to bridge the gap between nanoscale (smaller than 100 nm) devices... more...
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Advances in Neural Network Research and Applicationsby Zhigang Zeng; Jun Wang
Springer 2010; US$ 219.99
This book is a part of the Proceedings of the Seventh International Symposium on Neural Networks (ISNN 2010), held on June 6-9, 2010 in Shanghai, China. ISNN 2010 received numerous submissions from about thousands of authors in about 40 countries and regions across six continents . Based on the rigorous peer-reviews by the program committee members... more...
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