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Neural Information Processing

19th International Conference, ICONIP 2012, Doha, Qatar, November 12-15, 2012, Proceedings, Part II

  • Conference proceedings
  • © 2012

Overview

Editors:
  1. Tingwen Huang

    1. Texas A&M University at Qatar, Education City, Doha, Qatar

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  2. Zhigang Zeng

    1. Department of Control Science and Engineering, Huazhong University of Science and Technology, Wuhan, China

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  3. Chuandong Li

    1. College of Computer Science, Chongqing University, Chongqing, China

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  4. Chi Sing Leung

    1. Department of Electronic Engineering, City University of Hong Kong, Hong Kong, China

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 7664)

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

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Conference proceedings info: ICONIP 2012.

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Table of contents (84 papers)

  1. Front Matter

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  2. Session 2: Neural Modeling

    1. On the Optimization of Multiclass Support Vector Machines Dedicated to Speech Recognition

      • Freha Mezzoudj, Assia Benyettou
      Pages 1-8

    2. Time Series Prediction Method Based on LS-SVR with Modified Gaussian RBF

      • Yangming Guo, Xiaolei Li, Guanghan Bai, Jiezhong Ma
      Pages 9-17

    3. An Improved Method of Identification Based on Thermal Palm Vein Image

      • Ran Wang, Guoyou Wang, Zhong Chen, Jianguo Liu, Yu Shi
      Pages 18-24

    4. Modelling Energy Use and Fuel Consumption in Wheat Production Using Indirect Factors and Artificial Neural Networks

      • Majeed Safa, Sandhya Samarasinghe
      Pages 25-32

    5. A Gaussian Mixture Model Based System for Detection of Macula in Fundus Images

      • Anam Tariq, Arslan Shaukat, Shoab A. Khan
      Pages 33-40

    6. The Brain’s Sequential Parallelism: Perceptual Decision-Making and Early Sensory Responses

      • Tobias Brosch, Heiko Neumann
      Pages 41-50

    7. Estimating Neural Firing Rates: An Empirical Bayes Approach

      • Shinsuke Koyama
      Pages 51-59

    8. Assessment of Financial Risk Prediction Models with Multi-criteria Decision Making Methods

      • Jose Salvador Sánchez, Vicente García, Ana Isabel Marqués
      Pages 60-67

    9. Improving Risk Predictions by Preprocessing Imbalanced Credit Data

      • Vicente García, Ana Isabel Marqués, Jose Salvador Sánchez
      Pages 68-75

    10. Hybrid Validation of Handwriting Process Modelling

      • Mohamed Aymen Slim, Maroua El Kastouri, Afef Abdelkrim, Mohamed Benrejeb
      Pages 76-84

    11. Off-Line Handwritten Arabic Word Recognition Using SVMs with Normalized Poly Kernel

      • Abdulrahman Alalshekmubarak, Amir Hussain, Qiu-Feng Wang
      Pages 85-91

    12. Bayesian Modeling of Visual Attention

      • Jinhua Xu
      Pages 92-99

    13. Classifier Ensemble Using a Heuristic Learning with Sparsity and Diversity

      • Xu-Cheng Yin, Kaizhu Huang, Hong-Wei Hao, Khalid Iqbal, Zhi-Bin Wang
      Pages 100-107

    14. Optimization of SIRMs Fuzzy Model Using Łukasiewicz Logic

      • Takashi Mitsuishi, Takanori Terashima, Yasunari Shidama
      Pages 108-116

    15. Synchronization of Hopfield Like Chaotic Neural Networks with Structure Based Learning

      • Nariman Mahdavi, Jürgen Kurths
      Pages 117-124

    16. Incremental Self-Organizing Map (iSOM) in Categorization of Visual Objects

      • Andrew P. Papliński
      Pages 125-132

    17. The Elastic Net as Visual Category Representation: Visualisation and Classification

      • Dror Cohen, Andrew P. Papliński
      Pages 133-140

    18. A Computational Model for Development of Post-Traumatic Stress Disorders by Hebbian Learning

      • Sebastien Naze, Jan Treur
      Pages 141-151

    19. Power-Law Scaling of Synchronization Robustly Reproduced in the Hippocampal CA3 Slice Culture Model with Small-World Topology

      • Toshikazu Samura, Yasuomi D. Sato, Yuji Ikegaya, Hatsuo Hayashi, Takeshi Aihara
      Pages 152-159
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Other volumes

  1. Neural Information Processing

  2. Neural Information Processing

  3. Neural Information Processing

  4. Neural Information Processing

  5. Neural Information Processing

Keywords

About this book

The five volume set LNCS 7663, LNCS 7664, LNCS 7665, LNCS 7666 and LNCS 7667 constitutes the proceedings of the 19th International Conference on Neural Information Processing, ICONIP 2012, held in Doha, Qatar, in November 2012.
The 423 regular session papers presented were carefully reviewed and selected from numerous submissions. These papers cover all major topics of theoretical research, empirical study and applications of neural information processing research. The 5 volumes represent 5 topical sections containing articles on theoretical analysis, neural modeling, algorithms, applications, as well as simulation and synthesis.

Editors and Affiliations

  • Texas A&M University at Qatar, Education City, Doha, Qatar

    Tingwen Huang

  • Department of Control Science and Engineering, Huazhong University of Science and Technology, Wuhan, China

    Zhigang Zeng

  • College of Computer Science, Chongqing University, Chongqing, China

    Chuandong Li

  • Department of Electronic Engineering, City University of Hong Kong, Hong Kong, China

    Chi Sing Leung

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