Connectionists: Neurocomputing volume 69

[Tom Heskes]

Neurocomputing Volume 69 (November 2005)

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SPECIAL PAPERS
(Neural Networks in Signal Processing
edited by Marc M. van Hulle and Jan Larsen)

Neural Networks in Signal Processing (editorial)
Marc M. Van Hulle and Jan Larsen

Loss functions to combine learning and decision in multiclass problems
Alicia Guerrero-Curieses, Rocío Alaiz-Rodríguez and Jesús Cid-Sueiro

Discriminative clustering
Samuel Kaski, Janne Sinkkonen and Arto Klami

Support Vector Regression for the simultaneous learning of a 
multivariate function and its derivatives
Marcelino Lázaro, Ignacio Santamaría, Fernando Pérez-Cruz and Antonio 
Artés-Rodríguez

Algebraic geometry and stochastic complexity of hidden Markov models
Keisuke Yamazaki and Sumio Watanabe

Novel approximations for inference in nonlinear dynamical systems using 
expectation propagation
Alexander Ypma and Tom Heskes

The differogram: Non-parametric noise variance estimation and its use 
for model selection
Kristiaan Pelckmans, Jos De Brabanter, Johan A.K. Suykens and Bart De Moor

Variational inference for Student-t models: Robust Bayesian 
interpolation and generalised component analysis
Michael E. Tipping and Neil D. Lawrence

Computationally efficient sequential learning algorithms for direct link 
resource-allocating networks
Vijanth S. Asirvadam, Seán F. McLoone and George W. Irwin

Fast error whitening algorithms for system identification and control 
with noisy data
Yadunandana N. Rao, Deniz Erdogmus, Geetha Y. Rao and Jose C. Principe

Bidirectional associative memory with learning capability using 
simultaneous perturbation
Yutaka Maeda and Masatoshi Wakamura

A general solution to blind inverse problems for sparse input signals  • 
David Luengo, Ignacio Santamaría and Luis Vielva

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LETTERS

Class-information-incorporated principal component analysis
Songcan Chen and Tingkai Sun

(2D)^2 PCA: Two-directional two-dimensional PCA for efficient face 
representation and recognition
Daoqiang Zhang and Zhi-Hua Zhou

Chaos and transient chaos in simple Hopfield neural networks
Xiao-Song Yang and Quan Yuan

Multihashing, human authentication featuring biometrics data and 
tokenized random number: A case study FVC2004
Dario Maio and Loris Nanni

View-independent person identification from human gait
Zonghua Zhang and Nikolaus F Troje

Hyperplanes for predicting protein–protein interactions
Loris Nanni

A fixed-point nonlinear PCA algorithm for blind source separation  • 
Xiaolong Zhu, Jimin Ye and Xianda Zhang

Using batch algorithm for kernel blind source separation
Zhan-Li Sun, De-Shuang Huang, Chun-Hou Zheng and Li Shang

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JOURNAL SITE: http://www.elsevier.com/locate/neucom
SCIENCE DIRECT: 
http://www.sciencedirect.com/science/issue/5660-2005-999309998-609282