Connectionists: Neurocomputing volume 69 (issues 13-15)

[Tom Heskes]

Neurocomputing volume 69 (issues 13-15)

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SPECIAL PAPERS
(Blind Source Separation and Independent Component Analysis
edited by Carlos G. Puntonet and Elmar W. Lang)

Blind source separation and independent component analysis
Carlos G. Puntonet and Elmar W. Lang

Quasi-optimal EASI algorithm based on the Score Function Difference (SFD)
Samareh Samadi, Massoud Babaie-Zadeh and Christian Jutten

Maximization of statistical moments for blind separation of sources 
revisited
Susana Hornillo-Mellado, Rubén Martín-Clemente, Carlos G. Puntonet, José 
I. Acha and Juan Manuel Górriz-Sáez

The use of ICA in multiplicative noise
D. Blanco, B. Mulgrew, S. McLaughlin, D.P. Ruiz and M.C. Carrion

Optimizing blind source separation with guided genetic algorithms
J.M. Górriz, C.G. Puntonet, F. Rojas, R. Martin, S. Hornillo and E.W. Lang

Sparse ICA via cluster-wise PCA
Massoud Babaie-Zadeh, Christian Jutten and Ali Mansour

Application of the mutual information minimization to speaker 
recognition/identification improvement
Jordi Solé-Casals and Marcos Faundez-Zanuy

Blind separation of spatio-temporal Synfire sources and visualization of 
neural cliques
Hilit Unger and Yehoshua Y. Zeevi

Denoising using local projective subspace methods
P. Gruber, K. Stadlthanner, M. Böhm, F.J. Theis, E.W. Lang, A.M. Tomé, 
A.R. Teixeira, C.G. Puntonet and J.M. Gorriz Saéz

Spatio-temporal dynamics in fMRI recordings revealed with complex 
independent component analysis
Jörn Anemüller, Jeng-Ren Duann, Terrence J. Sejnowski and Scott Makeig

Capturing nonlinear dependencies in natural images using ICA and mixture 
of Laplacian distribution
Hyun-Jin Park and Te-Won Lee

Low-complexity ICA based blind multiple-input multiple-output OFDM receivers
Luciano Sarperi, Xu Zhu and Asoke K. Nandi

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REGULAR PAPERS

A sequential algorithm for feed-forward neural networks with optimal 
coefficients and interacting frequencies
Enrique Romero and René Alquézar

A neurocomputational model of stochastic resonance and aging
Shu-Chen Li, Timo von Oertzen and Ulman Lindenberger

Evolving networks of integrate-and-fire neurons
Francisco J. Veredas, Francisco J. Vico and José M. Alonso

Improving RBF networks performance in regression tasks by means of a 
supervised fuzzy clustering
Antonino Staiano, Roberto Tagliaferri and Witold Pedrycz

First-order approximation of Gram–Schmidt orthonormalization beats 
deflation in coupled PCA learning rules
Ralf Möller

A bio-inspired visual collision detection mechanism for cars: 
Optimisation of a model of a locust neuron to a novel environment
Shigang Yue, F. Claire Rind, Matthais S. Keil, Jorge Cuadri and Richard 
Stafford

Speed estimation with propagation maps
C. Rasche

 From outliers to prototypes: Ordering data
Stefan Harmeling, Guido Dornhege, David Tax, Frank Meinecke and 
Klaus-Robert Müller

Exponential stability and periodic solutions of fuzzy cellular neural 
networks with time-varying delays
Kun Yuan, Jinde Cao and Jianming Deng

Chaotic dynamics for multi-value content addressable memory
Liang Zhao, Juan C.G. Cáceres, Antonio P.G. Damiance Jr. and Harold Szu

A generalized addressing concept for correlative memory and neural networks
V.V. Smirnov

Stability of feedback error learning method with time delay
Aiko Miyamura Ideta

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BRIEF PAPERS

Improved sparse least-squares support vector machine classifiers
Yuangui Li, Chen Lin and Weidong Zhang

Training sparse MS-SVR with an expectation-maximization algorithm
D.N. Zheng, J.X. Wang and Y.N. Zhao

An improved discrete Hopfield neural network for Max-Cut problems
Jiahai Wang

An experimental comparison of ensemble of classifiers for biometric data
Loris Nanni and Alessandra Lumini

An iterative algorithm for entropy regularized likelihood learning on 
Gaussian mixture with automatic model selection
Zhiwu Lu

An approach for improving face recognition in presence of inaccurate 
detection
Loris Nanni and Alessandra Lumini

A novel dimensionality-reduction approach for face recognition
Fengxi Song, David Zhang and Jingyu Yang

MppS: An ensemble of support vector machine based on multiple 
physicochemical properties of amino acids
Loris Nanni and Alessandra Lumini

SVM-based CDMA receiver with incremental active learning
Elisa Ricci, Luca Rugini and Renzo Perfetti

Locally principal component learning for face representation and recognition
Jian Yang, David Zhang and Jing-yu Yang

Random Bands: A novel ensemble for fingerprint matching
Loris Nanni and Alessandra Lumini

An advanced multi-modal method for human authentication featuring 
biometrics data and tokenised random numbers
Alessandra Lumini and Loris Nanni

Diagonal Fisher linear discriminant analysis for efficient face recognition
S. Noushath, G. Hemantha Kumar and P. Shivakumara

Rigid medical image registration using PCA neural network
Lifeng Shang, Jian Cheng Lv and Zhang Yi

Selective attention-based novelty scene detection in dynamic environments
Sang-Woo Ban and Minho Lee

Improved pruning strategy for radial basis function networks with 
dynamic decay adjustment
Elisa Ricci and Renzo Perfetti

An alternative formulation of kernel LPP with application to image 
recognition
Guiyu Feng, Dewen Hu, David Zhang and Zongtan Zhou

A reliable method for designing an automatic karyotyping system
Loris Nanni

An optimal kernel feature extractor and its application to EEG signal 
classification
Shiliang Sun and Changshui Zhang

Estimation of software project effort with support vector regression
Pages 1749-1753
Adriano L.I. Oliveira

Support vector machine interpretation
A. Navia-Vázquez and E. Parrado-Hernández

On the almost periodic solution of generalized Hopfield neural networks 
with time-varying delays
Yiguang Liu, Zhisheng You and Liping Cao

ISOLLE: LLE with geodesic distance
Claudio Varini, Andreas Degenhard and Tim W. Nattkemper

The Population-Based Incremental Learning Algorithm converges to local 
optima
Reza Rastegar and Arash Hariri

Stability in static delayed neural networks: A nonlinear measure approach
Ping Li and Jinde Cao

Palmprint recognition using FastICA algorithm and radial basis 
probabilistic neural network
Li Shang, De-Shuang Huang, Ji-Xiang Du and Chun-Hou Zheng

Hyperchaos and bifurcation in a new class of four-dimensional Hopfield 
neural networks
Yan Huang and Xiao-Song Yang

Sub-intrapersonal space analysis for face recognition
Xiaoyang Tan, Jun Liu and Songcan Chen

Experimental modeling using modified cascade correlation RBF networks 
for a four DOF tilt rotor aircraft platform
Changjie Yu, Jihong Zhu, Jinchun Hu and Zengqi Sun

A reformative kernel Fisher discriminant algorithm and its application 
to face recognition
Yu-jie Zheng, Jian Yang, Jing-yu Yang and Xiao-jun Wu

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JOURNAL SITE: http://www.elsevier.com/locate/neucom
SCIENCE DIRECT:
http://www.sciencedirect.com/science/issue/5660-2006-999309986-626228