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Artificial Neural Networks and Machine Learning – ICANN 2017

26th International Conference on Artificial Neural Networks, Alghero, Italy, September 11-14, 2017, Proceedings, Part I

  • Alessandra Lintas
  • Stefano Rovetta
  • Paul F.M.J. Verschure
  • Alessandro E.P. Villa

Part of the Lecture Notes in Computer Science book series (LNCS, volume 10613)

Also part of the Theoretical Computer Science and General Issues book sub series (LNTCS, volume 10613)

Table of contents

  1. Front Matter
    Pages I-XXXI
  2. From Perception to Action

    1. Front Matter
      Pages 1-1
    2. Marian Tietz, Tayfun Alpay, Johannes Twiefel, Stefan Wermter
      Pages 3-10
    3. Shingo Murata, Wataru Masuda, Saki Tomioka, Tetsuya Ogata, Shigeki Sugano
      Pages 11-18
    4. Mohammad Hovaidi-Ardestani, Vittorio Caggiano, Martin Giese
      Pages 19-26
    5. Tatsuro Yamada, Saki Ito, Hiroaki Arie, Tetsuya Ogata
      Pages 35-42
    6. J. Camilo Vasquez Tieck, Heiko Donat, Jacques Kaiser, Igor Peric, Stefan Ulbrich, Arne Roennau et al.
      Pages 43-51
    7. Davide Polese, Luca Pazzini, Ignacio Delgado-Martínez, Luca Maiolo, Xavier Navarro, Guglielmo Fortunato
      Pages 60-67
    8. Pattreeya Tanisaro, Constantin Lehman, Leon Sütfeld, Gordon Pipa, Gunther Heidemann
      Pages 84-91
    9. Xiaohong Li, Ru Cao, Jianye Hao, Zhiyong Feng
      Pages 92-100
    10. Matt Ross, Nareg Berberian, André Cyr, Frédéric Thériault, Sylvain Chartier
      Pages 110-118
  3. From Neurons to Networks

    1. Front Matter
      Pages 119-119
    2. Filipa dos Santos, Peter Andras, K. P. Lam
      Pages 121-128
    3. Jovana J. Belić, Arvind Kumar, Jeanette Hellgren Kotaleski
      Pages 129-136
    4. Xiaomao Zhou, Cornelius Weber, Stefan Wermter
      Pages 137-145
    5. Can Eren Sezener, Erhan Oztop
      Pages 146-154
    6. Nobuhiro Hinakawa, Katsunori Kitano
      Pages 155-162
    7. Hongjie Liu, Antonio Rios-Navarro, Diederik Paul Moeys, Tobi Delbruck, Alejandro Linares-Barranco
      Pages 179-187
  4. Brain Imaging

    1. Front Matter
      Pages 189-189
    2. Alessandra Lintas, Sarat Chandra Vysyaraju, Manon Jaquerod, Alessandro E. P. Villa
      Pages 191-198
    3. Takashi Nishimoto, Yoshiki Azuma, Hiroshi Morioka, Shin Ishii
      Pages 199-207
  5. Recurrent Neural Networks

    1. Front Matter
      Pages 217-217
    2. Sebastian Otte, Theresa Schmitt, Karl Friston, Martin V. Butz
      Pages 227-235
    3. Madhavun Candadai Vasu, Eduardo J. Izquierdo
      Pages 236-244
    4. Jérémie Cabessa, Ginette Horcholle-Bossavit, Brigitte Quenet
      Pages 245-253
    5. Pedro A. B. Gomes, Eduardo C. de Carvalho, Helder M. Arruda, Paulo de Souza, Gustavo Pessin
      Pages 254-261
    6. Sebastian Otte, Adrian Zwiener, Martin V. Butz
      Pages 262-270
  6. Neuromorphic Hardware

    1. Front Matter
      Pages 271-271
    2. Sourya Dey, Yinan Shao, Keith M. Chugg, Peter A. Beerel
      Pages 273-280
    3. Severin Sidler, Angeliki Pantazi, Stanisław Woźniak, Yusuf Leblebici, Evangelos Eleftheriou
      Pages 281-288
  7. Brain Topology and Dynamics

    1. Front Matter
      Pages 289-289
    2. Dmytro Velychko, Benjamin Knopp, Dominik Endres
      Pages 291-299
    3. Roseli S. Wedemann, Angel R. Plastino
      Pages 300-308
    4. Paolo Masulli, Alessandro E. P. Villa
      Pages 317-325
    5. Xerxes D. Arsiwalla, Paul Verschure
      Pages 326-333
  8. Synaptic Plasticity and Learning

    1. Front Matter
      Pages 343-343
    2. Melissa Johnson, Sylvain Chartier
      Pages 345-353
    3. Yanis Bahroun, Eugénie Hunsicker, Andrea Soltoggio
      Pages 364-372

Other volumes

  1. Artificial Neural Networks and Machine Learning – ICANN 2017
    26th International Conference on Artificial Neural Networks, Alghero, Italy, September 11-14, 2017, Proceedings, Part I
  2. 26th International Conference on Artificial Neural Networks, Alghero, Italy, September 11-14, 2017, Proceedings, Part II

About these proceedings

Introduction

The two volume set, LNCS 10613 and 10614, constitutes the proceedings of then 26th International Conference on Artificial Neural Networks, ICANN 2017, held in Alghero, Italy, in September 2017.

The 128 full papers included in this volume were carefully reviewed and selected from 270 submissions. They were organized in topical sections named: From Perception to Action; From Neurons to Networks; Brain Imaging; Recurrent Neural Networks; Neuromorphic Hardware; Brain Topology and Dynamics; Neural Networks Meet Natural and Environmental Sciences; Convolutional Neural Networks; Games and Strategy; Representation and Classification; Clustering; Learning from Data Streams and Time Series; Image Processing and Medical Applications; Advances in Machine Learning.

There are 63 short paper abstracts that are included in the back matter of the volume.

Keywords

artificial intelligence bio-embedded electronics classification and regression trees computational complexity and cryptography computer vision computing methodologies formal languages and automata theory kernel methods learning algorithms learning in probabilistic graphical models machine learning algorithms machine learning approaches network dynamics network structure neural networks recurrent neural networks robotics signal processing

Editors and affiliations

  • Alessandra Lintas
    • 1
  • Stefano Rovetta
    • 2
  • Paul F.M.J. Verschure
    • 3
  • Alessandro E.P. Villa
    • 4
  1. 1.University of LausanneLausanneSwitzerland
  2. 2.University of GenoaGenoaItaly
  3. 3.Universitat Pompeu FabraBarcelonaSpain
  4. 4.University of LausanneLausanneSwitzerland

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-319-68600-4
  • Copyright Information Springer International Publishing AG 2017
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-319-68599-1
  • Online ISBN 978-3-319-68600-4
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site