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Neural networks

  • Advances in Neural Network Research and Applicationsby Zhigang Zeng; Jun Wang

    Springer 2010; US$ 279.00

    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...

  • Advances in Self-Organizing Mapsby Pablo A. Estevez; Jose C. Principe; Pablo Zegers

    Springer 2012; US$ 259.00

    Self-organizing maps (SOMs) were developed by Teuvo Kohonen in the early eighties. Since then more than 10,000 works have been based on SOMs. SOMs are unsupervised neural networks useful for clustering and visualization purposes. Many SOM applications have been developed in engineering and science, and other fields.This book contains refereed papers... more...

  • Algorithms and Architecturesby Cornelius T. Leondes; Cornelius T. Leondes

    Elsevier Science 1998; US$ 121.00

    This volume is the first diverse and comprehensive treatment of algorithms and architectures for the realization of neural network systems. It presents techniques and diverse methods in numerous areas of this broad subject. The book covers major neural network systems structures for achieving effective systems, and illustrates them with examples. This... more...

  • Analogue Imprecision in Mlp Trainingby P.J. Edwards; A.F. Murray

    World Scientific Publishing Company 1996; US$ 95.00

    Hardware inaccuracy and imprecision are important considerations when implementing neural algorithms. This book presents a study of synaptic weight noise as a typical fault model for analogue VLSI realisations of MLP neural networks and examines the implications for learning and network performance. The aim of the book is to present a study of how... more...

  • The Application of Neural Networks in the Earth System Sciencesby Vladimir M. Krasnopolsky

    Springer 2013; US$ 129.00

    This book brings together a representative set of Earth System Science (ESS) applications of the neural network (NN) technique. It examines a progression of atmospheric and oceanic problems, which, from the mathematical point of view, can be formulated as complex, multidimensional, and nonlinear mappings. It is shown that these problems can be solved... more...

  • Artificial Neural Networksby Kevin L. Priddy; Paul E. Keller

    SPIE 2005; US$ 47.00

    This tutorial text provides the reader with an understanding of artificial neural networks (ANNs) and their application, beginning with the biological systems which inspired them, through the learning methods that have been developed and the data collection processes, to the many ways ANNs are being used today. The material is presented with a minimum... more...

  • Biological and Artificial Intelligence Environmentsby Bruno Apolloni; Maria Marinaro; Roberto Tagliaferri

    Springer 2007; US$ 239.00

    Reports the proceedings of the 15th Italian workshop on neural networks issued by the Italian Society on Neural Networks SIREN. This volume contains papers in various fields, such as Pattern Recognition, Stochastic Optimization, Learning, Granular Computing, and more, with a bias toward bioinformatics operational applications. more...

  • Brain-Mind Machineryby Gee-Wah Ng

    World Scientific Publishing Company 2009; US$ 127.00

    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...

  • Cellular Nanoscale Sensory Wave Computingby Chagaan Baatar; Wolfgang Porod; Tamas Roska

    Springer 2010; US$ 179.00

    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...

  • Cellular Neural Networks, Multi-scroll Chaos And Synchronizationby Müstak E. Yalçin; Johan Suykens; Joos Vandewalle

    World Scientific Publishing Company 2005; US$ 163.00

    For engineering applications that are based on nonlinear phenomena, novel information processing systems require new methodologies and design principles. This perspective is the basis of the three cornerstones of this book: cellular neural networks, chaos and synchronization. Cellular neural networks and their universal machine implementations offer... more...