Neural Network Data Analysis Using Simulnet

Neural Network Data Analysis Using Simulnet

Auteur : Edward J. Rzempoluck
Genre : Livres, Sciences, Techniques et Médecine, Mathématiques,
Lire : 3354
Télécharger : 2795
Taille du fichier : 18.58 MB
format : PDF, ePub

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Neural Network Data Analysis Using Simulnet

This book and sofwtare package provide a complement to the traditional data analysis tools already widely available. It presents an introduction to the analysis of data using neural networks. Neural network functions discussed include multilayer feed-forward networks using error back propagation, genetic algorithm-neural network hybrids, generalized regression neural networks, learning quantizer networks, and self-organizing feature maps. In an easy-to-use, Windows-based environment it offers a wide range of data analytic tools which are not usually found together: these include genetic algorithms, probabilistic networks, as well as a number of related techniques that support these - notably, fractal dimension analysis, coherence analysis, and mutual information analysis. The text presents a number of worked examples and case studies using Simulnet, the software package which comes with the book. Readers are assumed to have a basic understanding of computers and elementary mathematics. With this background, a reader will find themselves quickly conducting sophisticated hands-on analyses of data sets.

Lucrèce Borgia

Lucrèce Borgia

Auteur : Laurence Babic,cécile Jannuska
Genre : Livres, Adolescents, Formation et références,
Lire : 1092
Télécharger : 910
Taille du fichier : 6.05 MB
Le Fils De L'homme Invisible

Le Fils De L'homme Invisible

Auteur : François Berléand
Genre : Livres, Art, Musique et Cinéma, Cinéma,
Lire : 2184
Télécharger : 1820
Taille du fichier : 12.10 MB
Le Viol

Le Viol

Auteur : Marie-Ange Le Boulaire
Genre : Livres, Sciences humaines, Questions de société,
Lire : 546
Télécharger : 455
Taille du fichier : 3.02 MB