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1994, he was only 31.A meeting was organized at CERN, covering the various aspects of his scientific interests: thermal field theory and its;
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This book highlights a comprehensive introduction to the fundamental statistical mechanics underneath the inner workings of neural networks;
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This book is intended to provide a treatment of the theory and applications of Stochastic Neural Networks,that is networks able to learn;
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The field of Artificial Neural Networks is the fastest growing field in Information Technology and specifically, in Artificial Intelligence;
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Information theoretics vis-a-vis neural networks generally embodies parametric entities and conceptual bases pertinent to memory;
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it will provide in-depth knowledge about the theory and practice of brain theory and neural networks. With state-of-the-art inputs by;
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mathematics, and address questions such as: * Exactly what mathematical systems are used to model neural networks from the given perspective;
Vergelijkbare producten zoals Mathematical Perspectives on Neural Networks
mathematics, and address questions such as: * Exactly what mathematical systems are used to model neural networks from the given perspective;
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are integrated from statistical physics, information theory, and computer science. Statistical neural field theory and the AdS/CFT;
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Previously, artificial neural networks have been used to capture only the informal properties of music. However, cognitive scientist;
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-ever book on complex-valued neural networks, the most active scientists at the forefront of the field describe theories and applications from;
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of neural networks in the field of power electronics, with particular emphasis on the sensorless control of AC drives. It presents the classical;
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Grossberg was a guest speaker on the first day giving a thorough introduction to his Adaptive Resonance Theory of neural networks. Subsequent;
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of learning by example. The field of artificial neural networks has evolved significantly in the last two decades, with active partici- tion from;
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application programs ( packages ) in Appendix. (Also available electronically from MathSource.) Table of ContentsIntroduction to Neural Networks and;
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of neural networks in the field of power electronics, with particular emphasis on the sensorless control of AC drives. It presents the classical;
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presents and investigates different methods and schemes for the control of robotic arms whilst exploring the field from all angles. On a more;
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in data mining and artificial intelligence (AI). This book brings together data analysis from statistics to computer science using neural networks.;
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in data mining and artificial intelligence (AI). This book brings together data analysis from statistics to computer science using neural networks.;
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, and development of neural networks in software and hardware areas. The book includes contributions from leading researchers, serving as a;
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automated spatially explicit hyperparameter optimization approach to identify optimal or near-optimal parameter settings for neural networks in the;
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to represent and describe neural networks, casting previous results in the field in a more natural light. In particular, the authors derive;
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registrants -- from a diverse background encompassing industry, academia, and government -- with the latest research and applications in the neural;
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that will enable neural network scientists to learn about how complexity theory applies to their discipline, and allow complexity theorists to;
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networks, adaptive engineering tools, and related models from the fields of control theory and nonlinear dynamics. The material in this book will;
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provides comprehensive coverage of the most important materials relating to the applications of ANNs in the cancer field. With contributions from;
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Provides comprehensive treatment of the theory of both static and dynamic neural networks. Theoretical concepts are illustrated by;
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