Smart Innovation, Systems and Technologies

Advances in Neural Networks: Computational and Theoretical Issues

Editors: Bassis, Simone, Esposito, Anna, Morabito, Francesco Carlo (Eds.)

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  • Recent research on Neural Networks Models and Applications
  • Proceedings of the 24th Workshop of the Italian Neural Networks Society (SIREN) held at May 15 - 16, Vietri sul Mare, Salerno, Italy
  • Presents a multidisciplinary forum on psychological and cognitive theories for modelling human behaviours
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About this book

This book collects research works that exploit neural networks and machine learning techniques from a multidisciplinary perspective. Subjects covered include theoretical, methodological and computational topics which are grouped together into chapters devoted to the discussion of novelties and innovations related to the field of Artificial Neural Networks as well as the use of neural networks for applications, pattern recognition, signal processing, and special topics such as the detection and recognition of multimodal emotional expressions and daily cognitive functions, and  bio-inspired memristor-based networks.

Providing insights into the latest research interest from a pool of international experts coming from different research fields, the volume becomes valuable to all those with any interest in a holistic approach to implement believable, autonomous, adaptive and context-aware Information Communication Technologies.

Table of contents (39 chapters)

Table of contents (39 chapters)
  • Recent Advances of Neural Networks Models and Applications: An Introduction

    Esposito, Anna (et al.)

    Pages 3-8

  • Simulink Implementation of Belief Propagation in Normal Factor Graphs

    Buonanno, Amedeo (et al.)

    Pages 11-20

  • Time Series Analysis by Genetic Embedding and Neural Network Regression

    Panella, Massimo (et al.)

    Pages 21-29

  • Significance-Based Pruning for Reservoir’s Neurons in Echo State Networks

    Scardapane, Simone (et al.)

    Pages 31-38

  • Online Selection of Functional Links for Nonlinear System Identification

    Comminiello, Danilo (et al.)

    Pages 39-47

Buy this book

eBook n/a
  • ISBN 978-3-319-18164-6
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
Hardcover n/a
  • ISBN 978-3-319-18163-9
  • Free shipping for individuals worldwide
Softcover n/a
  • ISBN 978-3-319-38334-7
  • Free shipping for individuals worldwide
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Bibliographic Information

Bibliographic Information
Book Title
Advances in Neural Networks: Computational and Theoretical Issues
Editors
  • Simone Bassis
  • Anna Esposito
  • Francesco Carlo Morabito
Series Title
Smart Innovation, Systems and Technologies
Series Volume
37
Copyright
2015
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing Switzerland
eBook ISBN
978-3-319-18164-6
DOI
10.1007/978-3-319-18164-6
Hardcover ISBN
978-3-319-18163-9
Softcover ISBN
978-3-319-38334-7
Series ISSN
2190-3018
Edition Number
1
Number of Pages
X, 402
Number of Illustrations
59 b/w illustrations, 89 illustrations in colour
Topics