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Neural networks : computational models and applications
Authors: --- ---
ISSN: 1860949X ISBN: 9783540692256 3540692258 9786610804917 1280804912 3540692266 Year: 2007 Volume: v. 53 Publisher: Berlin, Germany ; New York, New York : Springer,

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Abstract

Neural Networks: Computational Models and Applications covers a wealth of important theoretical and practical issues in neural networks, including the learning algorithms of feed-forward neural networks, various dynamical properties of recurrent neural networks, winner-take-all networks and their applications in broad manifolds of computational intelligence: pattern recognition, uniform approximation, constrained optimization, NP-hard problems, and image segmentation. By presenting various computational models, this book is developed to provide readers with a quick but insightful understanding of the broad and rapidly growing areas in the neural networks domain. Besides laying down fundamentals on artificial neural networks, this book also studies biologically inspired neural networks. Some typical computational models are discussed, and subsequently applied to objection recognition, scene analysis and associative memory. The studies of bio-inspired models have important implications in computer vision and robotic navigation, as well as new efficient algorithms for image analysis. Another significant feature of the book is that it begins with fundamental dynamical problems in presenting the mathematical techniques extensively used in analyzing neurodynamics, thus allowing non-mathematicians to develop and apply these analytical techniques easily. Written for a wide readership, engineers, computer scientists and mathematicians interested in machine learning, data mining and neural networks modeling will find this book of value. This book will also act as a helpful reference for graduate students studying neural networks and complex dynamical systems.

Keywords

Neural networks (Computer science) --- Réseaux neuronaux (Informatique) --- Natural computation. --- Electronic books. -- local. --- Neural networks (Computer science). --- Civil Engineering --- Computer Science --- Applied Mathematics --- Engineering & Applied Sciences --- Civil & Environmental Engineering --- Biologically-inspired computing. --- Biologically-inspired computing --- Bio-inspired computing --- Natural computing --- Artificial neural networks --- Nets, Neural (Computer science) --- Networks, Neural (Computer science) --- Neural nets (Computer science) --- Computer science. --- Artificial intelligence. --- Applied mathematics. --- Engineering mathematics. --- Computer Science. --- Artificial Intelligence (incl. Robotics). --- Appl.Mathematics/Computational Methods of Engineering. --- Engineering --- Engineering analysis --- Mathematical analysis --- AI (Artificial intelligence) --- Artificial thinking --- Electronic brains --- Intellectronics --- Intelligence, Artificial --- Intelligent machines --- Machine intelligence --- Thinking, Artificial --- Bionics --- Cognitive science --- Digital computer simulation --- Electronic data processing --- Logic machines --- Machine theory --- Self-organizing systems --- Simulation methods --- Fifth generation computers --- Neural computers --- Informatics --- Science --- Mathematics --- Artificial intelligence --- Natural computation --- Soft computing --- Artificial Intelligence. --- Mathematical and Computational Engineering.


Book
Evolvable Systems: From Biology to Hardware : 7th International Conference, ICES 2007, Wuhan, China, September 21-23, 2007, Proceedings
Authors: ---
ISBN: 9783540746256 3540746250 3540746269 Year: 2007 Publisher: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer,

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Keywords

Evolutionary programming (Computer science) --- Evolutionary computation --- Digital integrated circuits --- Programmation évolutive --- Réseaux neuronaux à structure évolutive --- Circuits intégrés numériques --- Congresses. --- Design and construction --- Congrès --- Conception et construction --- Biologically-inspired computing --- Logic circuits --- Computer Science --- Engineering & Applied Sciences --- Circuits, Logic --- Bio-inspired computing --- Natural computing --- Computer science. --- Logic design. --- Architecture, Computer. --- Computers. --- Artificial intelligence. --- Computer simulation. --- Bioinformatics. --- Computer Science. --- Computer System Implementation. --- Artificial Intelligence (incl. Robotics). --- Computation by Abstract Devices. --- Logic Design. --- Simulation and Modeling. --- Computational Biology/Bioinformatics. --- Bio-informatics --- Biological informatics --- Biology --- Information science --- Computational biology --- Systems biology --- Computer modeling --- Computer models --- Modeling, Computer --- Models, Computer --- Simulation, Computer --- Electromechanical analogies --- Mathematical models --- Simulation methods --- Model-integrated computing --- AI (Artificial intelligence) --- Artificial thinking --- Electronic brains --- Intellectronics --- Intelligence, Artificial --- Intelligent machines --- Machine intelligence --- Thinking, Artificial --- Bionics --- Cognitive science --- Digital computer simulation --- Electronic data processing --- Logic machines --- Machine theory --- Self-organizing systems --- Fifth generation computers --- Neural computers --- Automatic computers --- Automatic data processors --- Computer hardware --- Computing machines (Computers) --- Electronic calculating-machines --- Electronic computers --- Hardware, Computer --- Computer systems --- Cybernetics --- Calculators --- Cyberspace --- Architecture, Computer --- Design, Logic --- Design of logic systems --- Digital electronics --- Electronic circuit design --- Switching theory --- Informatics --- Science --- Data processing --- Computers --- Electronic circuits --- Interface circuits --- Switching circuits --- Integrated circuits --- Circuits --- Computer network architectures. --- Artificial Intelligence. --- Architectures, Computer network --- Network architectures, Computer --- Computer architecture --- Natural computation --- Computer systems. --- Theory of Computation. --- Computer Modelling. --- Computational and Systems Biology. --- ADP systems (Computer systems) --- Computing systems --- Systems, Computer --- Electronic systems --- Cyberinfrastructure

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