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Practical neural network recipies in C++

This text serves as a cookbook for neural network solutions to practical problems using C++. It will enable those with moderate programming experience to select a neural network model appropriate to solving a particular problem, and to produce a working program implementing that network. The book...

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Detalles Bibliográficos
Autor principal: Masters
Lenguaje:eng
Publicado: Elsevier Science 2014
Materias:
Acceso en línea:http://cds.cern.ch/record/2042822
Descripción
Sumario:This text serves as a cookbook for neural network solutions to practical problems using C++. It will enable those with moderate programming experience to select a neural network model appropriate to solving a particular problem, and to produce a working program implementing that network. The book provides guidance along the entire problem-solving path, including designing the training set, preprocessing variables, training and validating the network, and evaluating its performance. Though the book is not intended as a general course in neural networks, no background in neural works is assum