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From: <>
Date: 6 April 2012 07:56
Subject: IEEE TNNLS April 2012 - Table of Contents


Dear Colleagues,

Thank you for your support to IEEE TNN and now IEEE TNNLS. This is a
free service to all users of IEEE TNNLS ScholarOne Manuscripts. We
would like share with you the newest table of contents of IEEE TNNLS.


Prof. Derong Liu
IEEE Transactions on Neural Networks and Learning Systems

The following articles appeared in the latest issue of IEEE Transactions on
Neural Networks and Learning Systems; Volume 23, Issue 4, April 2012.

This issue published some papers on deep neural networks, discriminant
analysis, feature extraction, and kernel principal component
analysis. We welcome you to submit your papers on these topics to IEEE TNNLS.

These articles can be retrieved on IEEE Xplore:
or directly by clicking the individual paper URL below.

IEEE Transactions on Neural Networks and Learning Systems;
Volume 23, Issue 4, April 2012

1. Title: Generalization Characteristics of Complex-Valued Feedforward
Neural Networks in Relation to Signal Coherence
Authors: Akira Hirose; Shotaro Yoshida
Page(s): 541 - 551

2. Title: Tackling Learning Intractability Through Topological
Organization and Regulation of Cortical Networks
Authors: Jekanthan Thangavelautham; Gabriele M. T. D’Eleuterio
Page(s): 552 - 564

3. Title: Neural Learning Circuits Utilizing Nano-Crystalline Silicon
Transistors and Memristors
Authors: Kurtis D. Cantley; Anand Subramaniam; Harvey J. Stiegler;
Richard A. Chapman; Eric M. Vogel
Page(s): 565 - 573

4. Title: Spiking Neural Network Model of Sound Localization Using the
Interaural Intensity Difference
Authors: Julie A. Wall; Liam J. McDaid; Liam P. Maguire; Thomas M. McGinnity
Page(s): 574 - 586

5. Title: Minimum Data Requirement for Neural Networks Based on Power
Spectral Density Analysis
Authors: Jiamei Deng; Bastian Maass; Richard Stobart
Page(s): 587 - 595

6. Title: Feature Extraction With Deep Neural Networks by a
Generalized Discriminant Analysis
Authors: André Stuhlsatz; Jens Lippel; Thomas Zielke
Page(s): 596 - 608

7. Title: Fast and Efficient Second-Order Method for Training Radial
Basis Function Networks
Authors: Tiantian Xie; Hao Yu; Joel Hewlett; Pawe Rózycki; Bogdan Wilamowski
Page(s): 609 - 619

8. Title: General Robot Kinematics Decomposition Without Intermediate Markers
Authors: Stefan Ulbrich; Vicente Ruiz de Angulo; Tamim Asfour; Carme
Torras; Rüdiger Dillmann
Page(s): 620 - 630

9. Title: Feature Extraction for Change-Point Detection Using
Stationary Subspace Analysis
Authors: Duncan A. J. Blythe; Paul von Bünau; Frank C. Meinecke;
Klaus-Robert Müller
Page(s): 631 - 643

10. Title: Tangent Hyperplane Kernel Principal Component Analysis for Denoising
Authors: Joon-Ku Im; Daniel W. Apley; George C. Runger
Page(s): 644 - 656

11. Title: Modified Kolmogorov's Neural Network in the Identification
of Hammerstein and Wiener Systems
Authors: Jarosaw Michalkiewicz
Page(s): 657 - 662

12. Title: Mode and Delay-Dependent Adaptive Exponential
Synchronization in pth Moment for Stochastic Delayed Neural Networks
With Markovian Switching
Authors: Wuneng Zhou; Dongbing Tong; Yan Gao; Chuan Ji; Hongye Su
Page(s): 662 - 668

13. Title: A Priori Guaranteed Evolution Within the Neural Network
Approximation Set and Robustness Expansion via Prescribed Performance
Authors: Charalampos P. Bechlioulis; George A. Rovithakis
Page(s): 669 - 675

14. Title: Analysis on the Convergence Time of Dual Neural Network-Based kWTA
Authors: Yi Xiao; Yuxin Liu; Chi-Sing Leung; John Pui-Fai Sum; Kevin Ho
Page(s): 676 - 682

15. Title: Reducing the Number of Support Vectors of SVM Classifiers
Using the Smoothed Separable Case Approximation
Authors: Dries Geebelen; Johan A. K. Suykens; Joos Vandewalle
Page(s): 682 - 688