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Artificial Neural Networks and Machine Learning – ICANN 2016

25th International Conference on Artificial Neural Networks, Barcelona, Spain, September 6-9, 2016, Proceedings, Part I

  • Alessandro E.P. Villa
  • Paolo Masulli
  • Antonio Javier Pons Rivero

Part of the Lecture Notes in Computer Science book series (LNCS, volume 9886)

Also part of the Theoretical Computer Science and General Issues book sub series (LNTCS, volume 9886)

Table of contents

  1. Front Matter
    Pages I-XXIX
  2. From Neurons to Networks

    1. Front Matter
      Pages 1-1
    2. Hiroki Sato, Yuko Osana
      Pages 3-10
    3. Nobuhiro Hinakawa, Katsunori Kitano
      Pages 11-18
    4. Roseli S. Wedemann, Angel R. Plastino
      Pages 19-27
    5. Jordi-Ysard Puigbò, Joeri van Wijngaarden, Sock Ching Low, Paul F. M. J. Verschure
      Pages 28-35
    6. Antonio Rios-Navarro, Juan Pedro Dominguez-Morales, Ricardo Tapiador-Morales, Manuel Dominguez-Morales, Angel Jimenez-Fernandez, Alejandro Linares-Barranco
      Pages 36-44
    7. Juan Pedro Dominguez-Morales, Angel Jimenez-Fernandez, Antonio Rios-Navarro, Elena Cerezuela-Escudero, Daniel Gutierrez-Galan, Manuel J. Dominguez-Morales et al.
      Pages 45-53
    8. Kanako Taniguchi, Chieko Koike, Katsunori Kitano
      Pages 63-71
    9. Jovana J. Belić, Jeanette Hellgren Kotaleski
      Pages 72-79
  3. Networks and Dynamics

    1. Front Matter
      Pages 81-81
    2. Gregory Zegarek, Xerxes D. Arsiwalla, David Dalmazzo, Paul F. M. J. Verschure
      Pages 83-90
    3. Riccardo Zucca, Xerxes D. Arsiwalla, Hoang Le, Mikail Rubinov, Paul F. M. J. Verschure
      Pages 107-114
    4. Jérémie Cabessa, Alessandro E. P. Villa
      Pages 115-122
    5. Michalis Agathocleous, Chris Christodoulou, Vasilis Promponas, Petros Kountouris, Vassilis Vassiliades
      Pages 123-131
    6. Tayfun Alpay, Stefan Heinrich, Stefan Wermter
      Pages 132-139
    7. Alexander Dörr, Sebastian Otte, Andreas Zell
      Pages 140-148
    8. Sebastian Otte, Adrian Zwiener, Richard Hanten, Andreas Zell
      Pages 149-157
    9. Andreas G. Fleischer
      Pages 158-165
    10. Kuniyuki Takahashi, Hadi Tjandra, Tetsuya Ogata, Shigeki Sugano
      Pages 166-174
    11. Roman Feldbauer, Arthur Flexer
      Pages 175-183
    12. Xerxes D. Arsiwalla, Paul F. M. J. Verschure
      Pages 184-191
    13. Felix Sommer, François Fouss, Marco Saerens
      Pages 192-201
  4. Higher Nervous Functions

    1. Front Matter
      Pages 203-203
    2. Maxime Carrere, Frédéric Alexandre
      Pages 214-221
    3. Martin A. Giese, Pradeep Kuravi, Rufin Vogels
      Pages 222-229
    4. Marko Ruman, František Hůla, Miroslav Kárný, Tatiana V. Guy
      Pages 230-237
    5. Jean-Paul Banquet, Souheïl Hanoune, Philippe Gaussier, Mathias Quoy
      Pages 238-247
    6. Francesc Villagrasa, Javier Baladron, Fred H. Hamker
      Pages 248-255
    7. Sami Utku Çelikok, Neslihan Serap Şengör
      Pages 256-263
    8. Giovanni Maffei, Ivan Herreros, Marti Sanchez-Fibla, Paul F. M. J. Verschure
      Pages 272-279
    9. Marie-Caroline Schaeffer, Tetiana Aksenova
      Pages 288-296
    10. Giulio Ruffini, David Ibañez, Marta Castellano, Stephen Dunne, Aureli Soria-Frisch
      Pages 306-313
    11. Alejandro Tabas, André Rupp, Emili Balaguer-Ballester
      Pages 314-321
    12. Bhargav Teja Nallapu, Nicolas P. Rougier
      Pages 322-329
    13. František Hůla, Marko Ruman, Miroslav Kárný
      Pages 330-338
    14. Tatsuro Yamada, Shingo Murata, Hiroaki Arie, Tetsuya Ogata
      Pages 339-346
  5. Neuronal Hardware

    1. Front Matter
      Pages 347-347
    2. Murphy Berzish, Chris Eliasmith, Bryan Tripp
      Pages 349-356
    3. Benoît Chappet de Vangel, Bernard Girau
      Pages 357-364
    4. Piotr Antonik, Michiel Hermans, Marc Haelterman, Serge Massar
      Pages 374-381
    5. Junxiu Liu, Jim Harkin, Liam McDaid, George Martin
      Pages 382-390

Other volumes

  1. Artificial Neural Networks and Machine Learning – ICANN 2016
    25th International Conference on Artificial Neural Networks, Barcelona, Spain, September 6-9, 2016, Proceedings, Part I
  2. 25th International Conference on Artificial Neural Networks, Barcelona, Spain, September 6-9, 2016, Proceedings, Part II

About these proceedings

Introduction

The two volume set, LNCS 9886 + 9887, constitutes the proceedings of the 25th International Conference on Artificial Neural Networks, ICANN 2016, held in Barcelona, Spain, in September 2016.
The 121 full papers included in this volume were carefully reviewed and selected from 227 submissions. They were organized in topical sections named: from neurons to networks; networks and dynamics; higher nervous functions; neuronal hardware; learning foundations; deep learning; classifications and forecasting; and recognition and navigation. There are 47 short paper abstracts that are included in the back matter of the volume. 

Keywords

computational complexity cryptography formal languages Research automated theory bio-embedded electronics classification computing methodologies hardware kernel methods learning in probabilistic graphical models learning linear models machine learning algorithms network dynamics network structure networks neural networks regression trees theory of computation

Editors and affiliations

  • Alessandro E.P. Villa
    • 1
  • Paolo Masulli
    • 2
  • Antonio Javier Pons Rivero
    • 3
  1. 1.University of LausanneLausanneSwitzerland
  2. 2.University of LausanneLausanneSwitzerland
  3. 3.Universitat Politécnica de CatalunyaTerrrassaSpain

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-319-44778-0
  • Copyright Information Springer International Publishing Switzerland 2016
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-319-44777-3
  • Online ISBN 978-3-319-44778-0
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site