ISBN: 9781447174547 - neural networks and statistical learning (7 Ergebnisse)

Zustand: New. This is a Brand-new US Edition. This Item may be shipped from US or any other country as we have multiple locations worldwide.

Zustand: New. This is a Brand-new US Edition. This Item may be shipped from US or any other country as we have multiple locations worldwide.

Zustand: New. pp. XXX, 988 184 illus., 70 illus. in color.

Zustand: New. In English.

Taschenbuch. Zustand: Neu. Neural Networks and Statistical Learning | Ke-Lin Du (u. a.) | Taschenbuch | xxx | Englisch | 2020 | Springer | EAN 9781447174547 | Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg, juergen[dot]hartmann[at]springer[dot]com | Anbieter: preigu.…

Taschenbuch. Zustand: Neu. Druck auf Anfrage Neuware - Printed after ordering - This book provides a broad yet detailed introduction to neural networks and machine learning in a statistical framework. A single, comprehensive resource for study and further research, it explores the major popular neural network models and statistical learning approaches with examples and exercises and allows readers to gain a practical working understanding of the content. This updated new edition presents recently published results and includessixnew chapters that correspond to the recent advances in computational learning theory,sparsecoding, deep learning, big data and cloud computing.Each chapter features state-of-the-art descriptions and significant research findings. The topics covered include:- multilayer perceptron;- the Hopfield network;- associative memory models;- clustering models and algorithms;- t he radial basis function network;- recurrent neural networks;- nonnegative matrix factorization;- independent component analysis;-probabilistic and Bayesian networks; and- fuzzy sets and logic.Focusing on the prominent accomplishments and their practical aspects, this book provides academic and technical staff, as well as graduate students and researchers with a solid foundation and comprehensive reference on the fields of neural networks, pattern recognition, signal processing, and machine learning.…

Zustand: New.