Connectionists: Neurocomputing volume 71 (issues 16-18)

[Tom Heskes]

Neurocomputing volume 71 (issues 16-18)

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SPECIAL PAPERS
(Advances in Neural Information Processing, ICONIP 2006)

International Conference on Neural Information Processing (editorial)
Irwin King, Jun Wang

New results for global stability of Cohen–Grossberg neural networks with 
multiple time delays
Zeynep Orman, Sabri Arik

Stability of periodic solution in fuzzy BAM neural networks with finite 
distributed delays
Tingwen Huang, Yu Huang, Chuandong Li

Fuzzy classification using information theoretic learning vector 
quantization
Thomas Villmann, Barbara Hammer, Frank-Michael Schleif, Wieland Hermann, 
Marie Cottrell

Gaussian processes for canonical correlation analysis
Colin Fyfe, Gayle Leen, Pei Ling Lai

Parameterized cross-validation for nonlinear regression models
Imhoi Koo, Namgil Lee, Rhee Man Kil

A heuristic weight-setting strategy and iteratively updating algorithm 
for weighted least-squares support vector regression
Wen Wen, Zhifeng Hao, Xiaowei Yang

Fusion of feature selection methods for pairwise scoring SVM
Man-Wai Mak, Sun-Yuan Kung

Enhanced feature selection models using gradient-based and point 
injection techniques
D. Huang, Zhaohui Gan, Tommy W.S. Chow

Class structure visualization with semi-supervised growing 
self-organizing maps
Arthur Hsu, Saman K. Halgamuge

An improved error-correcting output coding framework with kernel-based 
decoding
Dijun Luo, Rong Xiong

Conformal self-organizing map on curved seamless surface
Cheng-Yuan Liou, Yen-Ting Kuo, Jau-Chi Huang

Modeling word perception using the Elman network
Cheng-Yuan Liou, Jau-Chi Huang, Wen-Chie Yang

A neural model for stereo transparency with the population of the 
disparity energy models
Osamu Watanabe

Neural networks approaches for discovering the learnable correlation 
between gene function and gene expression in mouse
Emad A.M. Andrews, Quaid Morris, Anthony J. Bonner

Sequence disambiguation and pattern completion by cooperation between 
autoassociative and heteroassociative memories of functionally divided 
hippocampal CA3
Toshikazu Samura, Motonobu Hattori, Shun Ishizaki

Fuzzy approach to incorporate hemodynamic variability and contextual 
information for detection of brain activation
Juan Zhou, Jagath C. Rajapakse

A hybrid fuzzy-neural approach to job completion time prediction in a 
semiconductor fabrication factory
Toly Chen

A passport recognition and face verification using enhanced fuzzy ART 
based RBF network and PCA algorithm
Kwang-Baek Kim, Sungshin Kim

A novel LS-SVMs hyper-parameter selection based on particle swarm 
optimization
X.C. Guo, J.H. Yang, C.G. Wu, C.Y. Wang, Y.C. Liang

A novel stochastic search method for polygonal approximation problem
Bin Wang, Huazhong Shu, Chaojian Shi, Limin Luo

Analysis and comparison of aircraft landing control using recurrent 
neural networks and genetic algorithms approaches
Jih-Gau Juang, Hou-Kai Chiou, Li-Hsiang Chien

A class density approximation neural network for improving the 
generalization of Fisherface
Jiayan Jiang, Liming Zhang, Tetsuo Furukawa

High-order Markov kernels for intrusion detection
Chuanhuan Yin, Shengfeng Tian, Shaomin Mu

A hierarchical learning network for face detection with in-plane rotation
Fok Hing Chi Tivive, Abdesselam Bouzerdoum

Hough transform neural network for pattern detection and seismic 
applications
Kou-Yuan Huang, Kai-Ju Chen, Jiun-Der You, An-Ching Tung

A probabilistic multi-class strategy of one-vs.-rest support vector 
machines for cancer classification
Jin-Hyuk Hong, Sung-Bae Cho

Freeform surface inference from sketches via neural networks
Usman Khan, Abdelaziz Terchi

Multistage RBF neural network ensemble learning for exchange rates 
forecasting
Lean Yu, Kin Keung Lai, Shouyang Wang

A cerebellar associative memory approach to option pricing and arbitrage 
trading
S.D. Teddy, E.M.-K. Lai, C. Quek

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SPECIAL PAPERS
(Brazilian Symposium on Neural Networks, SBRN 2006)

Brazilian Symposium on Neural Networks (editorial)
André C.P.L.F. de Carvalho, Anne M.P. Canuto, Marcilio C.P. de Souto

An analysis of data distribution in the ClassAge system: An agent-based 
system for classification tasks
Anne M.P. Canuto, Laura Emmanuella A. Santana, Marjory C.C. Abreu, João 
Carlos Xavier Jr.

Evolutionary tuning of SVM parameter values in multiclass problems
Ana Carolina Lorena, André C.P.L.F. de Carvalho

Long-term time series prediction with the NARX network: An empirical 
evaluation
José Maria P. Menezes Jr., Guilherme A. Barreto

Forecasting models for interval-valued time series
André Luis S. Maia, Francisco de A.T. de Carvalho, Teresa B. Ludermir

A quickly trainable hybrid SOM-based document organization system
Renato Fernandes Corrêa, Teresa Bernarda Ludermir

Chaotic synchronization in general network topology for scene segmentation
Liang Zhao, Thiago H. Cupertino, João R. Bertini Jr.

Network properties of a model for conscious and unconscious mental processes
Roseli S. Wedemann, Luís Alfredo Vidal de Carvalho, Raul Donangelo

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REGULAR PAPERS

Tracking control for nonholonomic mobile robots: Integrating the analog 
neural network into the backstepping technique
Jun Ye

Reinforcement learning of recurrent neural network for temporal coding
Daichi Kimura, Yoshinori Hayakawa

Fast training of neural trees by adaptive splitting based on cubature
B. Llanas, F.J. Sáinz

Using self-organizing fuzzy network with support vector learning for 
face detection in color images
Chia-Feng Juang, Shen-Jie Shiu

Fully complex-valued radial basis function networks: Orthogonal least 
squares regression and classification
S. Chen, X.Hong, C.J. Harris, L. Hanzo

Tensor correlation filter based class-dependence feature analysis for 
face recognition
Yan Yan, Yu-Jin Zhang

An efficient dynamic resource allocation algorithm for packet-switched 
communication networks based on Hopfield neural excitation method
D. Calabuig, J.F. Monserrat, D. Gómez-Barquero, O. Lázaro

Recurrent fuzzy-neural approach for nonlinear control using dynamic 
structure learning scheme
Chun-Fei Hsu, Kuo-Hsiang Cheng

Enhanced random search based incremental extreme learning machine
Guang-Bin Huang, Lei Chen

Robust H∞ control for uncertain delayed nonlinear systems based on 
standard neural network models
Meiqin Liu

Training neural networks for classification using growth 
probability-based evolution
J.H. Ang, K.C. Tan, A. Al-Mamun

Interference-less neural network training
Ji Hua Ang, Sheng-Uei Guan, Kay Chen Tan, Abdullah Al Mamun

The essential order of approximation for Suzuki's neural networks
Feng-Jun Li, Zong-Ben Xu, Yue-Ting Zhou

Discriminant projection embedding for face and palmprint recognition
Yan Yan, Yu-Jin Zhang

A new local PCA-SOM algorithm
Dong Huang, Zhang Yi, Xiaorong Pu

Automatic generation of the optimum threshold for parameter weighted 
pruning in multiple heterogeneous output neural networks
A. Luchetta

Activity recognition through multi-scale motion detail analysis
Youtian Du, Feng Chen, Wenli Xu, Weidong Zhang

Improve local tangent space alignment using various dimensional local 
coordinates
Jing Wang

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BRIEF PAPERS

Global exponential stability of delayed BAM network on time scale
Anping Chen, Dejun Du

Recurrent neural network model for computing largest and smallest 
generalized eigenvalue
Lijun Liu, Hongmei Shao, Dong Nan

Stability analysis for the generalized Hopfield neural networks with 
multi-level activation functions
Yiguang Liu, Zhisheng You

Direct simplification for kernel regression machines
Wenwu He, Zhizhong Wang

Two-dimensional direct and weighted linear discriminant analysis for 
face recognition
Ruicong Zhi, Qiuqi Ruan

Upper bound on pattern storage in feedforward networks
Pramod L. Narasimha, Michael T. Manry, Francisco Maldonado

Adaptive RBF neural-networks control for a class of time-delay nonlinear 
systems
Qing Zhu, Shumin Fei, Tianping Zhang, Tao Li

Adaptive biomimetic control of robot arm motions
Sungho Jo

A new action potential classifier using 3-Gaussian model fitting
Seong-eun Roh, Joon Hwan Choi, Taejeong Kim

Spike-based cross-entropy method for reconstruction
András Lőrincz, Zsolt Palotai, Gábor Szirtes

Solving local minima problem with large number of hidden nodes on 
two-layered feed-forward artificial neural networks
Bumghi Choi, Ju-Hong Lee, Deok-Hwan Kim

Null space discriminant locality preserving projections for face recognition
Liping Yang, Weiguo Gong, Xiaohua Gu, Weihong Li, Yixiong Liang

Generalization of finite size Boolean perceptrons with genetic algorithms
D.M.L. Barbato, J.J. De Groote

Gaussian moments for noisy unifying model
Yumin Yang, Chonghui Guo

A new approach to TS fuzzy modeling using dual kernel-based learning 
machines
Wei Li, Yupu Yang

Exponential synchronization of a class of neural networks with mixed 
time-varying delays and impulsive effects
Li Sheng, Huizhong Yang

Nonlinear noise reduction of chaotic time series based on 
multidimensional recurrent LS-SVM
Jiancheng Sun, Chongxun Zheng, Yatong Zhou, Yaohui Bai, Jianguo Luo

Adaptive filtering under maximum mutual information criterion
Badong Chen, Jinchun Hu, Hongbo Li, Zengqi Sun

Data classification using hybrid GrayART network
Ming-Feng Yeh, Cheng Wen, Shao-Shan Chiang


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