Editors:
- 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
Part of the book series: Smart Innovation, Systems and Technologies (SIST, volume 37)
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Table of contents (39 chapters)
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Front Matter
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Introductory Chapter
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Front Matter
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Models
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Front Matter
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Pattern Recognition
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Front Matter
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Signal Processing
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Front Matter
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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.
Editors and Affiliations
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Computer Science Department, University of Milano, Milano, Italy
Simone Bassis
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Dipartimento di Psicologia & Vietri sul Mare (SA), Seconda Universitá di Napoli, International Institute for Advanced Scientific Studies (IIASS), Caserta, Italy
Anna Esposito
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Department of Civil, Environmental, Energy, and Material Engineering, University Mediterranea of Reggio Calabria, Reggio Calabria, Italy
Francesco Carlo Morabito
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
DOI: https://doi.org/10.1007/978-3-319-18164-6
Publisher: Springer Cham
eBook Packages: Engineering, Engineering (R0)
Copyright Information: Springer International Publishing Switzerland 2015
Hardcover ISBN: 978-3-319-18163-9Published: 25 June 2015
Softcover ISBN: 978-3-319-38334-7Published: 17 October 2016
eBook ISBN: 978-3-319-18164-6Published: 05 June 2015
Series ISSN: 2190-3018
Series E-ISSN: 2190-3026
Edition Number: 1
Number of Pages: X, 402
Number of Illustrations: 59 b/w illustrations, 89 illustrations in colour