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Artificial neural networks provide a powerful tool to help doctors analyse, model and make sense of complex clinical data across a broad range of medical applications. Their potential in clinical medicine is reflected in the diversity of topics covered in this volume.
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This is a unique undergraduate level textbook on Cellular Nonlinear/neural Networks (CNN) technology. The many examples and... Læs mere
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On-line learning is one of the most commonly used techniques for training large layered networks. Traditional methods have been recently complemented by ones from... Læs mere
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A comprehensive introduction to the use of neural networks in signal processing, covering basic principles and practical implementation procedures. A key... Læs mere
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This 1996 book is a reliable account of the statistical framework for pattern recognition and machine learning. Valuable advice is included on both theory and... Læs mere
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Enchanted Looms, first published in 1998, presents an explanation of consciousness in the human brain, based on known anatomy and physiology, and it shows how consciousness arose during evolution. It also argues that it will soon be possible to create consciousness in computers.
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This book provides the first accessible introduction to neural network analysis as a methodological strategy for social scientists. The author... Læs mere
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Written for cognitive scientists, psychologists, computer scientists, engineers, and neuroscientists, this book provides an accessible overview of how computational network models are being used to model neurobiological phenomena.
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Composed of three sections, this book presents the most popular training algorithm for neural networks: backpropagation.
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An explanation of the basic concepts of neural computation, this book is about the whole field of neural networks and covers the major approaches and their results. It... Læs mere
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This is a foundational book on optimisation of network structure, not just function, deriving comprehensible and realistic design principles. Connections are made... Læs mere