Artificial Neural Networks and Machine Learning – ICANN 2012

22nd International Conference on Artificial Neural Networks, Lausanne, Switzerland, September 11-14, 2012, Proceedings, Part I

  • Alessandro E. P. Villa
  • Włodzisław Duch
  • Péter Érdi
  • Francesco Masulli
  • Günther Palm

Part of the Lecture Notes in Computer Science book series (LNCS, volume 7552)

Table of contents

  1. Front Matter
  2. Theoretical Neural Computation (A3)

    1. Claire Gerrard, John McCall, George M. Coghill, Christopher Macleod
      Pages 1-8
    2. Iakov Karandashev, Boris Kryzhanovsky, Leonid Litinskii
      Pages 9-16
    3. Boris Durán, Yulia Sandamirskaya, Gregor Schöner
      Pages 25-32
  3. Information and Optimization (C1)

    1. Iakov Karandashev, Boris Kryzhanovsky
      Pages 41-48
    2. James Austin, Stephen Hobson, Nathan Burles, Simon O’Keefe
      Pages 49-56
    3. Davide Bacciu, Alessio Micheli, Alessandro Sperduti
      Pages 57-64
    4. KyungHyun Cho, Alexander Ilin, Tapani Raiko
      Pages 81-88
  4. From Neurons to Neuromorphism (A1)

    1. Marcel Beuler, Aubin Tchaptchet, Werner Bonath, Svetlana Postnova, Hans Albert Braun
      Pages 97-104
    2. Anand Singh, Pierre J. Magistretti, Bruno Weber, Renaud Jolivet
      Pages 105-112
    3. Kit Cheung, Simon R. Schultz, Wayne Luk
      Pages 113-120
    4. Swadesh Choudhary, Steven Sloan, Sam Fok, Alexander Neckar, Eric Trautmann, Peiran Gao et al.
      Pages 121-128
    5. Andres Gaona Barrera, Manuel Moreno Arostegui
      Pages 129-136
  5. Spiking Dynamics (B2)

    1. Nooraini Yusoff, André Grüning, Scott Notley
      Pages 137-144
    2. Everton J. Agnes, Rubem Erichsen Jr., Leonardo G. Brunnet
      Pages 145-152

Other volumes

  1. Artificial Neural Networks and Machine Learning – ICANN 2012
    22nd International Conference on Artificial Neural Networks, Lausanne, Switzerland, September 11-14, 2012, Proceedings, Part I
  2. 22nd International Conference on Artificial Neural Networks, Lausanne, Switzerland, September 11-14, 2012, Proceedings, Part II

About these proceedings

Introduction

The two-volume set LNCS 7552 + 7553 constitutes the proceedings of the 22nd International Conference on Artificial Neural Networks, ICANN 2012, held in Lausanne, Switzerland, in September 2012. The 162 papers included in the proceedings were carefully reviewed and selected from 247 submissions. They are organized in topical sections named: theoretical neural computation; information and optimization; from neurons to neuromorphism; spiking dynamics; from single neurons to networks; complex firing patterns; movement and motion; from sensation to perception; object and face recognition; reinforcement learning; bayesian and echo state networks; recurrent neural networks and reservoir computing; coding architectures; interacting with the brain; swarm intelligence and decision-making; mulitlayer perceptrons and kernel networks; training and learning; inference and recognition; support vector machines; self-organizing maps and clustering; clustering, mining and exploratory analysis; bioinformatics; and time weries and forecasting.

Keywords

brain-computer interface combinatorial optimization evolutionary algorithm particle swarm self organizing maps

Editors and affiliations

  • Alessandro E. P. Villa
    • 1
  • Włodzisław Duch
    • 2
  • Péter Érdi
    • 3
  • Francesco Masulli
    • 4
  • Günther Palm
    • 5
  1. 1.Neuro Heuristic Research GroupUniversity of LausanneLausanneSwitzerland
  2. 2.Department of InformaticsNicolaus Copernicus UniversityToruńPoland
  3. 3.Center for Complex Systems StudiesKalamazoo CollegeKalamazooUSA
  4. 4.Dipartimento di Informatica e Scienze dell’InformazioneUniversità di GenovaGenoaItaly
  5. 5.Institut für NeuroinformatikUniversität UlmUlmGermany

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-642-33269-2
  • Copyright Information Springer-Verlag Berlin Heidelberg 2012
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Computer Science
  • Print ISBN 978-3-642-33268-5
  • Online ISBN 978-3-642-33269-2
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • About this book
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