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Neural Advances in Processing Nonlinear Dynamic Signals

  • Anna Esposito
  • Marcos Faundez-Zanuy
  • Francesco Carlo Morabito
  • Eros Pasero
Book WIRN 2017 2017

Part of the Smart Innovation, Systems and Technologies book series (SIST, volume 102)

Table of contents

  1. Front Matter
    Pages i-xii
  2. Introduction

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

    1. Front Matter
      Pages 9-9
    2. Matt Revelle, Carlotta Domeniconi, Aditya Johri
      Pages 11-21
    3. Alessio Martino, Mauro Giampieri, Massimiliano Luzi, Antonello Rizzi
      Pages 23-35
    4. Stefano Tomassetti, Leonardo Gabrielli, Emanuele Principi, Daniele Ferretti, Stefano Squartini
      Pages 37-47
    5. Alexander Petukhov, Inna Kozlov
      Pages 49-59
    6. Stefano Leonori, Maurizio Paschero, Antonello Rizzi, Fabio Massimo Frattale Mascioli
      Pages 61-71
    7. Simone Scardapane, Michele Scarpiniti, Danilo Comminiello, Aurelio Uncini
      Pages 73-83
    8. Amedeo Buonanno, Paola Iadicicco, Giovanni Di Gennaro, Francesco A. N. Palmieri
      Pages 85-96
    9. Rosa Altilio, Giorgio Andreasi, Massimo Panella
      Pages 97-106
    10. Danilo Comminiello, Michele Scarpiniti, Simone Scardapane, Raffaele Parisi, Aurelio Uncini
      Pages 107-117
    11. Claudio Gallicchio, Alessio Micheli, Luca Pedrelli
      Pages 119-129
    12. Francesca Ortolani, Danilo Comminiello, Michele Scarpiniti, Aurelio Uncini
      Pages 131-140
    13. Michele Scarpiniti, Simone Scardapane, Danilo Comminiello, Raffaele Parisi, Aurelio Uncini
      Pages 141-151
    14. G. Cirrincione, F. Marcolin, S. Spada, E. Vezzetti
      Pages 153-164
  4. Computational Intelligence and Related Techniques in Industrial and ICT Engineering

    1. Front Matter
      Pages 165-165
    2. Barbara Cannas, Sara Carcangiu, Alessandra Fanni, Ivan Lupelli, Fulvio Militello, Augusto Montisci et al.
      Pages 167-177
    3. Francesco Cauteruccio, Paolo Lo Giudice, Giorgio Terracina, Domenico Ursino
      Pages 179-190
    4. Domenico De Carlo, Annalisa Sgrò, Salvatore Calcagno
      Pages 201-208
    5. Silvia Cateni, Valentina Colla, Vincenzo Iannino
      Pages 209-218
    6. Silvia Cateni, Valentina Colla, Antonella Vignali, Jens Brandenburger
      Pages 219-228
    7. Massimiliano Luzi, Maurizio Paschero, Antonello Rizzi, Fabio Massimo Frattale Mascioli
      Pages 229-238
  5. Intelligent Tools for Decision Making in Economics and Finance

    1. Front Matter
      Pages 239-239
    2. Alessia Cafferata, Pier Giuseppe Giribone, Marco Neffelli, Marina Resta
      Pages 241-251
    3. Valeria D’Amato, Emilia Di Lorenzo, Marilena Sibillo
      Pages 253-263
    4. Marco Corazza, Giacomo di Tollo, Giovanni Fasano, Raffaele Pesenti
      Pages 265-275
    5. Marco Corazza, Francesca Parpinel, Claudio Pizzi
      Pages 277-288
    6. Marta Cardin, Giuseppe De Nadai, Silvio Giove
      Pages 299-306
    7. Luca Anzilli, Silvio Giove
      Pages 307-318

About this book

Introduction

This book proposes neural networks algorithms and advanced machine learning techniques for processing nonlinear dynamic signals such as audio, speech, financial signals, feedback loops, waveform generation, filtering, equalization, signals from arrays of sensors, and perturbations in the automatic control of industrial production processes. It also discusses the drastic changes in financial, economic, and work processes that are currently being experienced by the computational and engineering sciences community.

Addresses key aspects, such as the integration of neural algorithms and procedures for the recognition, the analysis and detection of dynamic complex structures and the implementation of systems for discovering patterns in data, the book highlights the commonalities between computational intelligence (CI) and information and communications technologies (ICT) to promote transversal skills and sophisticated processing techniques.

This book is a valuable resource for

a. The academic research community

b. The ICT market

c.  PhD students and early stage researchers

d. Companies, research institutes

e. Representatives from industry and standardization bodies

Keywords

Computational Intelligence Financial and Industrial Process Speech Enhancement Machine Learning Methods Neural Networks Artificial Intelligence Nonlinear Signal Processing Decision Making in Economic and Finance Evolutionary Algorithms

Editors and affiliations

  • Anna Esposito
    • 1
  • Marcos Faundez-Zanuy
    • 2
  • Francesco Carlo Morabito
    • 3
  • Eros Pasero
    • 4
  1. 1.Dipartimento di PsicologiaUniversità della Campana Luigi VanvitelliCasertaItaly
  2. 2.Fundació TecnocampusPompeu Fabra UniversityMataroSpain
  3. 3.Department of Civil, Environmental, Energy, and Material EngineeringUniversity Mediterranea of Reggio CalabriaReggio CalabriaItaly
  4. 4.Laboratorio di Neuronica, Dipartimento Elettronica e TelecomunicazioniPolitecnico di TorinoTorinoItaly

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-319-95098-3
  • Copyright Information Springer International Publishing AG, part of Springer Nature 2019
  • Publisher Name Springer, Cham
  • eBook Packages Intelligent Technologies and Robotics
  • Print ISBN 978-3-319-95097-6
  • Online ISBN 978-3-319-95098-3
  • Series Print ISSN 2190-3018
  • Series Online ISSN 2190-3026
  • Buy this book on publisher's site
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