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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

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

Part of the book sub series: Theoretical Computer Science and General Issues (LNTCS)

Conference series link(s): ICANN: International Conference on Artificial Neural Networks

Conference proceedings info: ICANN 2017.

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Table of contents (47 papers)

  1. From Neurons to Networks

    1. Algorithms for Obtaining Parsimonious Higher Order Neurons

      • Can Eren Sezener, Erhan Oztop
      Pages 146-154
    2. Robust and Adaptable Motor Command Representation with Sparse Coding

      • Nobuhiro Hinakawa, Katsunori Kitano
      Pages 155-162
    3. Neuromorphic Approach Sensitivity Cell Modeling and FPGA Implementation

      • Hongjie Liu, Antonio Rios-Navarro, Diederik Paul Moeys, Tobi Delbruck, Alejandro Linares-Barranco
      Pages 179-187
  2. Brain Imaging

    1. Front Matter

      Pages 189-189
    2. Event Related Potentials Reveal Fairness in Willingness-to-share

      • Alessandra Lintas, Sarat Chandra Vysyaraju, Manon Jaquerod, Alessandro E. P. Villa
      Pages 191-198
    3. Individual Identification by Resting-State EEG Using Common Dictionary Learning

      • Takashi Nishimoto, Yoshiki Azuma, Hiroshi Morioka, Shin Ishii
      Pages 199-207
  3. Recurrent Neural Networks

    1. Front Matter

      Pages 217-217
    2. Inferring Adaptive Goal-Directed Behavior Within Recurrent Neural Networks

      • Sebastian Otte, Theresa Schmitt, Karl Friston, Martin V. Butz
      Pages 227-235
    3. Information Bottleneck in Control Tasks with Recurrent Spiking Neural Networks

      • Madhavun Candadai Vasu, Eduardo J. Izquierdo
      Pages 236-244
    4. Neural Computation with Spiking Neural Networks Composed of Synfire Rings

      • Jérémie Cabessa, Ginette Horcholle-Bossavit, Brigitte Quenet
      Pages 245-253
    5. Exploiting Recurrent Neural Networks in the Forecasting of Bees’ Level of Activity

      • Pedro A. B. Gomes, Eduardo C. de Carvalho, Helder M. Arruda, Paulo de Souza, Gustavo Pessin
      Pages 254-261
    6. Inherently Constraint-Aware Control of Many-Joint Robot Arms with Inverse Recurrent Models

      • Sebastian Otte, Adrian Zwiener, Martin V. Butz
      Pages 262-270
  4. Neuromorphic Hardware

    1. Front Matter

      Pages 271-271
    2. Accelerating Training of Deep Neural Networks via Sparse Edge Processing

      • Sourya Dey, Yinan Shao, Keith M. Chugg, Peter A. Beerel
      Pages 273-280
    3. Unsupervised Learning Using Phase-Change Synapses and Complementary Patterns

      • Severin Sidler, Angeliki Pantazi, Stanisław Woźniak, Yusuf Leblebici, Evangelos Eleftheriou
      Pages 281-288
  5. Brain Topology and Dynamics

    1. Front Matter

      Pages 289-289

Other Volumes

  1. Artificial Neural Networks and Machine Learning – ICANN 2017

About this book

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.

Editors and Affiliations

  • University of Lausanne, Lausanne, Switzerland

    Alessandra Lintas, Alessandro E.P. Villa

  • University of Genoa, Genoa, Italy

    Stefano Rovetta

  • Universitat Pompeu Fabra, Barcelona, Spain

    Paul F.M.J. Verschure

Bibliographic Information

Buy it now

Buying options

eBook USD 39.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access