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Neural networks

  • Mathematical Perspectives on Neural Networksby Paul Smolensky; Michael C. Mozer; David E. Rumelhart

    Taylor and Francis 2013; US$ 246.95

    Recent years have seen an explosion of new mathematical results on learning and processing in neural networks. This body of results rests on a breadth of mathematical background which even few specialists possess. In a format intermediate between a textbook and a collection of research articles, this book has been assembled to present a sample of these... more...

  • Complex-Valued Neural Networksby Akira Hirose

    Wiley 2013; US$ 125.00

    Presents the latest advances in complex-valued neural networks by demonstrating the theory in a wide range of applications Complex-valued neural networks is a rapidly developing neural network framework that utilizes complex arithmetic, exhibiting specific characteristics in its learning, self-organizing, and processing dynamics. They are highly... more...

  • Handbook on Neural Information Processingby Monica Bianchini; Marco Maggini; Lakhmi C. Jain

    Springer 2013; US$ 139.00

    This handbook presents some of the most recent topics in neural information processing, covering both theoretical concepts and practical applications. The contributions include: Deep architectures Recurrent, recursive, and graph neural networks Cellular neural networks Bayesian networks Approximation capabilities of neural networks Semi-supervised... more...

  • Radial Basis Function (RBF) Neural Network Control for Mechanical Systemsby Jinkun Liu

    Springer 2013; US$ 139.99

    Radial Basis Function (RBF) Neural Network Control for Mechanical Systems is motivated by the need for systematic design approaches to stable adaptive control system design using neural network approximation-based techniques. The main objectives of the book are to introduce the concrete design methods and MATLAB simulation of stable adaptive RBF neural... more...

  • Neural Nets and Surroundingsby Bruno Apolloni; Simone Bassis; Anna Esposito; Francesco Carlo Morabito

    Springer 2013; US$ 139.99

    This volume collects a selection of contributions which has been presented at the 22nd Italian Workshop on Neural Networks, the yearly meeting of the Italian Society for Neural Networks (SIREN). The conference was held in Italy, Vietri sul Mare (Salerno), during May 17-19, 2012. The annual meeting of SIREN is sponsored by International Neural Network... more...

  • 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...

  • Neural Engineeringby Bin He

    Springer 2012; US$ 219.99

    Neural Engineering, 2nd Edition, contains reviews and discussions of contemporary and relevant topics by leading investigators in the field. It is intended to serve as a textbook at the graduate and advanced undergraduate level in a bioengineering curriculum. This principles and applications approach to neural engineering is essential reading for all... more...

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

    Springer 2012; US$ 209.99

    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...

  • Consciousness and Robot Sentience by Pentti Olavi Antero Haikonen

    World Scientific Publishing Company 2012; US$ 109.00

    Robots are becoming more human, but could they also become sentient and have human-like consciousness?What is consciousness, exactly?It is a fact that our thoughts and consciousness are based on the neural activity of the brain. It is also a fact that we do not perceive our brain activity as it really is ? patterns of neural firings. Instead, we perceive... more...

  • Design of Analog Circuits through Symbolic Analysisby Mourad Fakhfakh; Esteban Tlelo-Cuautle; Francisco V. Fernández

    Bentham Science Publishers 2012; US$ 99.00

    This e-book presents, details and exemplifies famous symbolic analysis techniques. Industrial R&D topics, recent developments and future trends in the field of symbolic analysis are also highlighted. This makes the e-book a good resource for circuit analysis. Thus, it is intended for students and researchers as well as for industry designers. more...