Skip to main content
Springer Nature Link
Log in

Neural Information Processing

23rd International Conference, ICONIP 2016, Kyoto, Japan, October 16–21, 2016, Proceedings, Part II

  • Conference proceedings
  • © 2016

Overview

Editors:
  1. Akira Hirose

    1. The University of Tokyo, Tokyo, Japan

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  2. Seiichi Ozawa

    1. Kobe University, Kobe, Japan

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  3. Kenji Doya

    1. Okinawa Institute of Science and Technology Graduate University, Onna, Japan

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  4. Kazushi Ikeda

    1. Nara Institute of Science and Technology, Ikoma, Japan

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  5. Minho Lee

    1. Kyungpook National University, Daegu, Korea (Republic of)

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  6. Derong Liu

    1. Chinese Academy of Sciences, Beijing, China

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 9948)

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

Included in the following conference series:

Conference proceedings info: ICONIP 2016.

This is a preview of subscription content, log in via an institution to check access.

Access this book

Log in via an institution

Subscribe and save

Springer+ Basic
$34.99 /Month
  • Get 10 units per month
  • Download Article/Chapter or eBook
  • 1 Unit = 1 Article or 1 Chapter
  • Cancel anytime
Subscribe now

Buy Now

eBook USD 39.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever

Tax calculation will be finalised at checkout

Other ways to access

Licence this eBook for your library

Institutional subscriptions

About this book

The four volume set LNCS 9947, LNCS 9948, LNCS 9949, and LNCS 9950 constitues the proceedings of the 23rd International Conference on Neural Information Processing, ICONIP 2016, held in Kyoto, Japan, in October 2016. The 296 full papers presented were carefully reviewed and selected from 431 submissions. The 4 volumes are organized in topical sections on deep and reinforcement learning; big data analysis; neural data analysis; robotics and control; bio-inspired/energy efficient information processing; whole brain architecture; neurodynamics; bioinformatics; biomedical engineering; data mining and cybersecurity workshop; machine learning; neuromorphic hardware; sensory perception; pattern recognition; social networks; brain-machine interface; computer vision; time series analysis; data-driven approach for extracting latent features; topological and graph based clustering methods; computational intelligence; data mining; deep neural networks; computational and cognitive neurosciences;theory and algorithms.

 

Similar content being viewed by others

Keywords

Table of contents (81 papers)

  1. Front Matter

    Pages I-XIX
    Download chapter PDF

  2. Machine Learning

    1. Front Matter

      Pages 1-1
      Download chapter PDF

    2. Non-parametric e-mixture of Density Functions

      • Hideitsu Hino, Ken Takano, Shotaro Akaho, Noboru Murata
      Pages 3-10

    3. An Entropy Estimator Based on Polynomial Regression with Poisson Error Structure

      • Hideitsu Hino, Shotaro Akaho, Noboru Murata
      Pages 11-19

    4. A Problem in Model Selection of LASSO and Introduction of Scaling

      • Katsuyuki Hagiwara
      Pages 20-27

    5. A Theoretical Analysis of Semi-supervised Learning

      • Takashi Fujii, Hidetaka Ito, Seiji Miyoshi
      Pages 28-36

    6. Evolutionary Multi-task Learning for Modular Training of Feedforward Neural Networks

      • Rohitash Chandra, Abhishek Gupta, Yew-Soon Ong, Chi-Keong Goh
      Pages 37-46

    7. On the Noise Resilience of Ranking Measures

      • Daniel Berrar
      Pages 47-55

    8. BPSpike II: A New Backpropagation Learning Algorithm for Spiking Neural Networks

      • Satoshi Matsuda
      Pages 56-65

    9. Group Dropout Inspired by Ensemble Learning

      • Kazuyuki Hara, Daisuke Saitoh, Takumi Kondou, Satoshi Suzuki, Hayaru Shouno
      Pages 66-73

    10. Audio Generation from Scene Considering Its Emotion Aspect

      • Gwenaelle Cunha Sergio, Minho Lee
      Pages 74-81

    11. Semi Supervised Autoencoder

      • Anupriya Gogna, Angshul Majumdar
      Pages 82-89

    12. Sampling-Based Gradient Regularization for Capturing Long-Term Dependencies in Recurrent Neural Networks

      • Artem Chernodub, Dimitri Nowicki
      Pages 90-97

    13. Face Hallucination Using Correlative Residue Compensation in a Modified Feature Space

      • Javaria Ikram, Yao Lu, Jianwu Li, Nie Hui
      Pages 98-107

    14. Modal Regression via Direct Log-Density Derivative Estimation

      • Hiroaki Sasaki, Yurina Ono, Masashi Sugiyama
      Pages 108-116

    15. Simplicial Nonnegative Matrix Tri-factorization: Fast Guaranteed Parallel Algorithm

      • Duy-Khuong Nguyen, Quoc Tran-Dinh, Tu-Bao Ho
      Pages 117-125

    16. Active Consensus-Based Semi-supervised Growing Neural Gas

      • Vinícius R. Máximo, Mariá C. V. Nascimento, Fabricio A. Breve, Marcos G. Quiles
      Pages 126-135

    17. Kernel L1-Minimization: Application to Kernel Sparse Representation Based Classification

      • Anupriya Gogna, Angshul Majumdar
      Pages 136-143

    18. Nuclear Norm Regularized Randomized Neural Network

      • Anupriya Gogna, Angshul Majumdar
      Pages 144-151

    19. Gram-Schmidt Orthonormalization to the Adaptive ICA Function for Fixing the Permutation Ambiguity

      • Yoshitatsu Matsuda, Kazunori Yamaguchi
      Pages 152-159
Back to top

Other volumes

  1. Neural Information Processing

  2. Neural Information Processing

  3. Neural Information Processing

  4. Neural Information Processing

Editors and Affiliations

  • The University of Tokyo, Tokyo, Japan

    Akira Hirose

  • Kobe University, Kobe, Japan

    Seiichi Ozawa

  • Okinawa Institute of Science and Technology Graduate University, Onna, Japan

    Kenji Doya

  • Nara Institute of Science and Technology, Ikoma, Japan

    Kazushi Ikeda

  • Kyungpook National University, Daegu, Korea (Republic of)

    Minho Lee

  • Chinese Academy of Sciences, Beijing, China

    Derong Liu

Bibliographic Information

Publish with us

Policies and ethics

Back to top