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Neural networks

Most popular at the top

  • Neural Networks in Pattern Recognition and Their Applicationsby C. H. Chen

    World Scientific Publishing Company 1991; US$ 124.00

    The revitalization of neural network research in the past few years has already had a great impact on research and development in pattern recognition and artificial intelligence. Although neural network functions are not limited to pattern recognition, there is no doubt that a renewed progress in pattern recognition and its applications now critically... more...

  • Neural Networks in Vision and Pattern Recognitionby J. Skrzypek; W. Karplus

    World Scientific Publishing Company 1992; US$ 141.00

    The neural network paradigm with its various advantages might be the next promising bridge between artificial intelligence and pattern recognition that will help with the conceptualization of new computational artifacts. This volume contains ten papers which represent some of the work being done in the field, such as in computational neuroscience,... more...

  • Neural Networks and Computingby Tommy W. S. Chow; Siu-Yeung Cho

    World Scientific Publishing Company 2007; US$ 234.00

    This book covers neural networks with special emphasis on advanced learning methodologies and applications. It includes practical issues of weight initializations, stalling of learning, and escape from a local minima, which have not been covered by many existing books in this area. Additionally, the book highlights the important feature selection problem,... 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...

  • Neural Logic Networksby Teh Hoon Heng

    World Scientific Publishing Company 1995; US$ 179.00

    This book is the first of a series of technical reports of a key research project of the Real-World Computing Program supported by the MITI of Japan.The main goal of the project is to model human intelligence by a special class of mathematical systems called neural logic networks.The book consists of three parts. Part 1 describes the general theory... more...

  • Cnnby Leon O. Chua

    World Scientific Publishing Company 1998; US$ 237.00

    Revolutionary and original, this treatise presents a new paradigm of EMERGENCE and COMPLEXITY, with applications drawn from numerous disciplines, including artificial life, biology, chemistry, computation, physics, image processing, information science, etc.CNN is an acronym for Cellular Neural Networks when used in the context of brain science, or... more...

  • Cellular Neural Networks and Their Applicationsby Ronald Tetzlaff

    World Scientific Publishing Company 2002; US$ 339.00

    This volume covers the fundamental theory of Cellular Neural Networks as well as their applications in various fields such as science and technology. It contains all 83 papers of the 7th International Workshop on Cellular Neural Networks and their Applications. The workshop follows a biennial series of six workshops consecutively hosted in Budapest... more...

  • Compensatory Genetic Fuzzy Neural Networks and Their Applicationsby Abraham Kandel; Yan-Qing Zhang

    World Scientific Publishing Company 1998; US$ 107.00

    This book presents a powerful hybrid intelligent system based on fuzzy logic, neural networks, genetic algorithms and related intelligent techniques. The new compensatory genetic fuzzy neural networks have been widely used in fuzzy control, nonlinear system modeling, compression of a fuzzy rule base, expansion of a sparse fuzzy rule base, fuzzy knowledge... more...

  • Principles of Artificial Neural Networksby Daniel Graupe

    World Scientific Publishing Company 2013; US$ 148.00

    Artificial neural networks are most suitable for solving problems that are complex, ill-defined, highly nonlinear, of many and different variables, and/or stochastic. Such problems are abundant in medicine, in finance, in security and beyond. This volume covers the basic theory and architecture of the major artificial neural networks. Uniquely, it... more...

  • Subspace Learning of Neural Networksby Jian Cheng Lv; Zhang Yi; Jiliu Zhou

    CRC Press 2010; US$ 121.95

    Preface Chapter 1. Introduction 1.1 Introduction 1.1.1 Linear Neural Networks 1.1.2 Subspace Learning 1.2 Subspace Learning Algorithms 1.2.1 PCA Learning Algorithms 1.2.2 MCA Learning Algorithms 1.2.3 ICA Learning Algorithms 1.3 Methods for Convergence Analysis 1.3.1 SDT Method 1.3.2 DCT Method ... more...