Academic: Neural networks Ebooks

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Chaos, CNN, Memristors and Beyondby Andrew Adamatzky; Guanrong Chen
World Scientific Publishing Company 2013; US$ 174.00
This invaluable book is a unique collection of tributes to outstanding discoveries pioneered by Leon Chua in nonlinear circuits, cellular neural networks, and chaos. It is comprised of three parts. The first — cellular nonlinear networks, nonlinear circuits and cellular automata — deals with Chua's Lagrangian circuits, cellular wave computers,... more...
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Kalman Filtering and Neural Networksby Simon Haykin
Wiley 2004; US$ 153.00
State-of-the-art coverage of Kalman filter methods for the design of neural networks This self-contained book consists of seven chapters by expert contributors that discuss Kalman filtering as applied to the training and use of neural networks. Although the traditional approach to the subject is almost always linear, this book recognizes and deals... more...
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Universality And Emergent Computation In Cellular Neural Networksby Radu Dogaru
World Scientific Publishing Company 2003; US$ 100.10
Cellular computing is a natural information processing paradigm, capable of modeling various biological, physical and social phenomena, as well as other kinds of complex adaptive systems. The programming of a cellular computer is in many respects similar to the genetic evolution in biology, the result being a proper cell design and a task-specific... more...
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Nature-inspired methods in chemometricsby Riccardo Leardi
Elsevier Science 2003; US$ 265.00
In recent years Genetic Algorithms (GA) and Artificial Neural Networks (ANN) have progressively increased in importance amongst the techniques routinely used in chemometrics. This book contains contributions from experts in the field is divided in two sections (GA and ANN). In each part, tutorial chapters are included in which the theoretical bases... more...
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Kohonen Mapsby E. Oja; S. Kaski
Elsevier Science 1999; US$ 180.00
The Self-Organizing Map, or Kohonen Map, is one of the most widely used neural network algorithms, with thousands of applications covered in the literature. It was one of the strong underlying factors in the popularity of neural networks starting in the early 80's. Currently this method has been included in a large number of commercial and public... more...
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Image Processing and Pattern Recognitionby Cornelius T. Leondes
Elsevier Science 1998; US$ 143.95
Image Processing and Pattern Recognition covers major applications in the field, including optical character recognition, speech classification, medical imaging, paper currency recognition, classification reliability techniques, and sensor technology. The text emphasizes algorithms and architectures for achieving practical and effective systems,... more...
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Algorithms and Architecturesby Cornelius T. Leondes; Cornelius T. Leondes
Elsevier Science 1998; US$ 116.95
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...
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Implementation Techniquesby Cornelius T. Leondes; Cornelius T. Leondes
Elsevier Science 1998; US$ 113.95
This volume covers practical and effective implementation techniques, including recurrent methods, Boltzmann machines, constructive learning with methods for the reduction of complexity in neural network systems, modular systems, associative memory, neural network design based on the concept of the Inductive Logic Unit, and a comprehensive treatment... more...
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Guide to Neural Computing Applicationsby Lionel Tarassenko
Elsevier Science 1998; US$ 113.95
Neural networks have shown enormous potential for commercial exploitation over the last few years but it is easy to overestimate their capabilities. A few simple algorithms will learn relationships between cause and effect or organise large volumes of data into orderly and informative patterns but they cannot solve every problem and consequently their... more...
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Neural Network Systems Techniques and Applicationsby Cornelius T. Leondes
Elsevier Science 1998; US$ 144.95
The book emphasizes neural network structures for achieving practical and effective systems, and provides many examples. Practitioners, researchers, and students in industrial, manufacturing, electrical, mechanical,and production engineering will find this volume a unique and comprehensive reference source for diverse application methodologies. Control... more...
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