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Multidisciplinary Approaches to Neural Computing

  • Anna Esposito
  • Marcos Faudez-Zanuy
  • Francesco Carlo Morabito
  • Eros Pasero

Part of the Smart Innovation, Systems and Technologies book series (SIST, volume 69)

Table of contents

  1. Front Matter
    Pages i-xv
  2. Introduction

    1. Front Matter
      Pages 1-1
    2. Anna Esposito, Marcos Faundez-Zanuy, Francesco Carlo Morabito, Eros Pasero
      Pages 3-7
  3. Algorithms

    1. Front Matter
      Pages 9-9
    2. Antonietta M. Esposito, Flora Giudicepietro, Silvia Scarpetta, Sumegha Khilnani
      Pages 11-21
    3. Leonardo Rundo, Carmelo Militello, Giorgio Russo, Davide D’Urso, Lucia Maria Valastro, Antonio Garufi et al.
      Pages 23-37
    4. Francesco Cauteruccio, Claudio Stamile, Giorgio Terracina, Domenico Ursino, Dominique Sappey-Marinier
      Pages 39-46
    5. Annalisa Sgrò, Domenico De Carlo, Giovanni Angiulli, Francesco Carlo Morabito, Mario Versaci
      Pages 47-55
    6. Michele Scarpiniti, Simone Scardapane, Danilo Comminiello, Raffaele Parisi, Aurelio Uncini
      Pages 57-66
  4. ANN Applications

    1. Front Matter
      Pages 67-67
    2. Domenico De Felice, Francesco Camastra
      Pages 69-75
    3. Francesco Camastra, Francesco Esposito, Antonino Staiano
      Pages 77-84
    4. Ilenia Apicella, Silvia Scarpetta, Antonio de Candia
      Pages 85-96
    5. Diego Droghini, Emanuele Principi, Stefano Squartini, Paolo Olivetti, Francesco Piazza
      Pages 97-107
    6. Cesare Alippi, Wen Qi, Manuel Roveri
      Pages 109-117
    7. Simone Scardapane, Rosa Altilio, Valentina Ciccarelli, Aurelio Uncini, Massimo Panella
      Pages 119-128
    8. Luca Anzilli, Silvio Giove
      Pages 129-137
    9. Giansalvo Cirrincione, Vincenzo Randazzo, Eros Pasero
      Pages 151-160
    10. Paolo Vecchiotti, Fabio Vesperini, Emanuele Principi, Stefano Squartini, Francesco Piazza
      Pages 161-170
  5. Special Session on Industrial Applications of Computational Intelligence Approaches

    1. Front Matter
      Pages 171-171
    2. Marco Vannucci, Valentina Colla
      Pages 181-189
    3. Maurizio Fiasché, Diego E. Liberati, Stefano Gualandi, Marco Taisch
      Pages 191-201
    4. Stefano Dettori, Valentina Colla, Giuseppe Salerno, Annamaria Signorini
      Pages 203-211
    5. Khurshid Aliev, Sanam Narejo, Eros Pasero, Jamshid Inoyatkhodjaev
      Pages 213-222
    6. Gianluca Nastasi, Claudio Mocci, Valentina Colla, Frenk Van Den Berg, Willem Beugeling
      Pages 223-231
    7. C. Theoharatos, D. Kastaniotis, D. Besiris, N. Fragoulis
      Pages 233-243
  6. Special Session on Social and Biometric Data for Applications in Human-Machine Interactions: Models and Algorithms

    1. Front Matter
      Pages 245-245
    2. Sara Invitto, Arianna Mignozzi, Giulia Piraino, Gianbattista Rocco, Irio De Feudis, Antonio Brunetti et al.
      Pages 247-257
    3. Cosimo Ieracitano, Nadia Mammone, Fabio La Foresta, Francesco C. Morabito
      Pages 259-269
    4. Valeria Saccá, Maurizio Campolo, Domenico Mirarchi, Antonio Gambardella, Pierangelo Veltri, Francesco Carlo Morabito
      Pages 271-278
    5. Sara Invitto, Giulia Piraino, Arianna Mignozzi, Simona Capone, Giovanni Montagna, Pietro Aleardo Siciliano et al.
      Pages 289-300
    6. Aditi Mendiratta, Filomena Scibelli, Antonietta M. Esposito, Vincenzo Capuano, Laurence Likforman-Sulem, Mauro N. Maldonato et al.
      Pages 301-314
    7. Vincenzo Capuano, Gennaro Cordasco, Filomena Scibelli, Mauro Maldonato, Marcos Faundez-Zanuy, Anna Esposito
      Pages 315-325
    8. Angelo Ciaramella, Antonio Maratea, Emanuela Spagnoli
      Pages 327-338
    9. Andreu Comajuncosas, Marcos Faundez-Zanuy, Jordi Solé-Casals, Marta Portero-Tresserra
      Pages 339-344
    10. Angiola Di Conza, Maria Di Marco, Francesca Tanganelli, Ida Sergi, Vincenzo Paolo Senese, Augusto Gnisci
      Pages 345-352
    11. Olimpia Matarazzo, Michele Carpentieri, Claudia Greco, Barbara Pizzini
      Pages 353-368

About this book

Introduction

This book presents a collection of contributions in the field of Artificial Neural Networks (ANNs). The themes addressed are multidisciplinary in nature, and closely connected in their ultimate aim to identify features from dynamic realistic signal exchanges and invariant machine representations that can be exploited to improve the quality of life of their end users.

Mathematical tools like ANNs are currently exploited in many scientific domains because of their solid theoretical background and effectiveness in providing solutions to many demanding tasks such as appropriately processing (both for extracting features and recognizing) mono- and bi-dimensional dynamic signals, solving strong nonlinearities in the data and providing general solutions for deep and fully connected architectures. Given the multidisciplinary nature of their use and the interdisciplinary characterization of the problems they are applied to – which range from medicine to psychology, industrial and social robotics, computer vision, and signal processing (among many others) – ANNs may provide a basis for redefining the concept of information processing. These reflections are supported by theoretical models and applications presented in the chapters of this book.

This book is of primary importance for: (a) the academic research community, (b) the ICT market, (c) PhD students and early-stage researchers, (d) schools, hospitals, rehabilitation and assisted-living centers, and (e) representatives of multimedia industries and standardization bodies.

Keywords

Neural Network Models Machine Learning Artificial Intelligent Methods Industrial and Robotics Applications Approximation Algorithms Social and Biometric Application Human-Machine Interactions Artificial Neural Networks

Editors and affiliations

  • Anna Esposito
    • 1
  • Marcos Faudez-Zanuy
    • 2
  • Francesco Carlo Morabito
    • 3
  • Eros Pasero
    • 4
  1. 1.Dipartimento di PsicologiaUniversità della Campania “Luigi Vanvitelli”CasertaItaly
  2. 2.Fundació TecnocampusPompeu Fabra UniversityMataroSpain
  3. 3.Department of Civil, Environmental, Energy, and Material EngineeringMediterranea University of Reggio CalabriaReggio CalabriaItaly
  4. 4.Dipartimento di Elettronica e TelecomunicazioniPolitecnico di Torino, Laboratorio di NeuronicaTorinoItaly

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-319-56904-8
  • Copyright Information Springer International Publishing AG 2018
  • Publisher Name Springer, Cham
  • eBook Packages Engineering
  • Print ISBN 978-3-319-56903-1
  • Online ISBN 978-3-319-56904-8
  • Series Print ISSN 2190-3018
  • Series Online ISSN 2190-3026
  • Buy this book on publisher's site
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