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• catalog abstract ""This book presents carefully revised versions of tutorial lectures given during a School on Artificial Neural Networks for the industrial world held at the University of Limburg in Maastricht, Belgium. The major ANN architectures are discussed to show their powerful possibilities for empirical data analysis, particularly in situations where other methods seem to fail. Theoretical insight is offered by examining the underlying mathematical principles in a detailed, yet clear and illuminating way. Practical experience is provided by discussing several real-world applications in such areas as control, optimization, pattern recognition, software engineering, robotics, operations research, and CAM."--PUBLISHER'S WEBSITE.".
• catalog contributor b8299509.
• catalog contributor b8299510.
• catalog contributor b8299511.
• catalog contributor b8299512.
• catalog created "c1995.".
• catalog date "1995".
• catalog date "c1995.".
• catalog dateCopyrighted "c1995.".
• catalog description ""This book presents carefully revised versions of tutorial lectures given during a School on Artificial Neural Networks for the industrial world held at the University of Limburg in Maastricht, Belgium. The major ANN architectures are discussed to show their powerful possibilities for empirical data analysis, particularly in situations where other methods seem to fail. Theoretical insight is offered by examining the underlying mathematical principles in a detailed, yet clear and illuminating way. Practical experience is provided by discussing several real-world applications in such areas as control, optimization, pattern recognition, software engineering, robotics, operations research, and CAM."--PUBLISHER'S WEBSITE.".
• catalog description "Includes bibliographical references.".
• catalog description "Introduction: Neural Networks as Associative Devices / P.J. Braspenning -- Backpropagation Networks for Grapheme-Phoneme Conversion: a Non-Technical Introduction / A.J.M.M. Weijters and G.A.J. Hoppenbrouwers -- Back Propagation / J. Henseler -- Perceptrons / H.J.M. Peters -- Kohonen Network / O.J. Vrieze -- Adaptive Resonance Theory / E.O. Postma and P.T.W. Hudson -- Boltzmann Machines / F.C.R. Spieksma -- Representation Issues in Boltzmann Machines / J.H.J. Lenting -- Optimization Networks / E.O. Postma -- Local Search in Combinatorial Optimization / Y. Crama, A.W.J. Kolen and E.J. Pesch -- Process Identification and Control / P. Boekhoudt -- Learning Controllers Using Neural Networks / W.T.C. van Luenen -- Key Issues for Successful Industrial Neural-Network Applications: an Application in Geology / H.R.A. Cardon and R. Hoogstraten -- Neural Cognodynamics / P.J. Braspenning -- Choosing and Using a Neutral Net / P.T.W. Hudson and E.O. Postma.".
• catalog extent "vii, 293 p. :".
• catalog hasFormat "Artificial neural networks.".
• catalog identifier "0387594884 (New York : acid-free paper)".
• catalog identifier "3540594884 (Berlin : acid-free paper)".
• catalog isFormatOf "Artificial neural networks.".
• catalog isPartOf "Lecture notes in computer science ; 931".
• catalog issued "1995".
• catalog issued "c1995.".
• catalog language "eng".
• catalog publisher "Berlin ; New York : Springer,".
• catalog relation "Artificial neural networks.".
• catalog subject "006.3 20".
• catalog subject "Computer architecture.".
• catalog subject "Neural networks (Computer science)".
• catalog subject "QA76.87 .A736 1995".
• catalog tableOfContents "Introduction: Neural Networks as Associative Devices / P.J. Braspenning -- Backpropagation Networks for Grapheme-Phoneme Conversion: a Non-Technical Introduction / A.J.M.M. Weijters and G.A.J. Hoppenbrouwers -- Back Propagation / J. Henseler -- Perceptrons / H.J.M. Peters -- Kohonen Network / O.J. Vrieze -- Adaptive Resonance Theory / E.O. Postma and P.T.W. Hudson -- Boltzmann Machines / F.C.R. Spieksma -- Representation Issues in Boltzmann Machines / J.H.J. Lenting -- Optimization Networks / E.O. Postma -- Local Search in Combinatorial Optimization / Y. Crama, A.W.J. Kolen and E.J. Pesch -- Process Identification and Control / P. Boekhoudt -- Learning Controllers Using Neural Networks / W.T.C. van Luenen -- Key Issues for Successful Industrial Neural-Network Applications: an Application in Geology / H.R.A. Cardon and R. Hoogstraten -- Neural Cognodynamics / P.J. Braspenning -- Choosing and Using a Neutral Net / P.T.W. Hudson and E.O. Postma.".
• catalog title "Artificial neural networks : an introduction to ANN theory and practice / P.J. Braspenning, F. Thuijsman, A.J.M.M. Weijters (eds.).".
• catalog type "text".