Neural Networks 2004: Vol 17 Table of Contents

2004·1.7 MB·English

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Neural Networks 17 (2004) I1I-X
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Contents
Volume 17, 2004
NEURAL NETWORKS
Volume 17, Number | January 2004
CONTENTS
Editorial
Editorial for 2004
Neural Networks Referees
Neural Networks Referees in 2003
Neuroscience and Neuropsychology
Ss. M. Stringer, E. T. Rolls, Self-organising continuous attractor networks with multiple activity packets,
T. PP.. Trappenberg and the representation of space
Mathematical and Computational Analysis
R. J. C. Bosman, 29 Combining Hebbian and reinforcement learning in a minibrain model
W. A. van Leeuwen,
B. Wemmenhove
K. Fukushima 37 Neocognitron capable of incremental learning
H. Zhao 47 Global asymptotic stability of Hopfield neural network involving distributed
delays
S. Miyoshi, H.-F. Yanai, M. Okada 55 Associative memory by recurrent neural networks with delay elements
A. Bhaya, E. Kaszkurewicz 65 Steepest descent with momentum for quadratic functions is a version of the
conjugate gradient method
Z.-B. Xu, H. Qiao, J. Peng, 73 A comparative study of two modeling approaches in neural networks
B. Zhang
J. Zhou, Z. Liu, G. Chen 87 Dynamics of periodic delayed neural networks
T. Kimoto, M. Okada 103 Mixed states on neural network with structural learning
V. Cherkassky, Y. Ma 113 Practical selection of SVM parameters and noise estimation for SVM
regression
doi:10.1016/S0893-6080(04)00202-3
IV Volume of Contents/ Neural Networks 17 (2004) III-X
A. Chalimourda, B. Scholkopf, Experimentally optimal v in support vector regression for different noise
A. J. Smola models and parameter settings
B. J. Jain, F. Wysotzki Discrimination networks for maximum selection
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Volume 17, Number 2 March 2004
CONTENTS
Neural Networks Letters
S. Nishina, M. Kawato 159 A computational model of spatio-temporal dynamics in depth filling-in
Y. Tsubo, T. Kaneko, S. Shinomoto 165 Predicting spike timings of current-injected neurons
Neuroscience and Neuropsychology
P. Rodriguez, W. B. Levy Configural representations in transverse patterning with a hippocampal model
M. G. Velarde, V. I. Nekorkin, Clustering behavior in a three-layer system mimicking olivo-cerebellar
V. A. Makarov, V. I. Makarenko, dynamics
R. R. Llinas
Mathematical and Computational Analysis
S. Wu, S. Amari, H. Nakahara Information processing in a neuron ensemble with the multiplicative
correlation structure
K. Hara, M. Okada On-line learning through simple perceptron learning with a margin
M. Lysetskiy, J. M. Zurada Bifurcating neuron: computation and learning
J. M. Vegas, P. J. Zufiria Generalized neural networks for spectral analysis: dynamics and Liapunov
functions
M. Solazzi, A. Uncini Regularising neural networks using flexible multivariate activation function
E. Lopez-Rubio, J. Mufioz-Pérez, A principal components analysis self-organizing map
J. A. Gomez-Ruiz
C. Dang, Y. Leung, X. Gao, Neural networks for nonlinear and mixed complementarity problems and their
K. Chen applications
Z. Gou, C. Fyfe A canonical correlation neural network for multicollinearity and functional
data
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Volume of Contents /Neural Networks 15 (2002) III-XII V
Volume 17, Number 3 April 2004
CONTENTS
Invited Article
H. Miyamoto, J. Morimoto, Reinforcement learning with via-point representation
K. Doya, M. Kawato
Neural Networks Letter
S. Kang, K. Kitano, T. Fukai Self-organized two-state membrane potential transitions in a network of
realistically modeled cortical neurons
Psychology and Cognitive Science
A. V. Robins, S. J. R. McCallum A robust method for distinguishing between learned and spurious attractors
Neuroscience and Neuropsychology
R. Stanikunas, H. Vaitkevicius, Investigation of color constancy with a neural network
J. J. Kulikowski
Mathematical and Computational Analysis
K. Katayama, M. Ando, Models of MT and MST areas using wake — sleep algorithm
T. Horiguchi
Y. Wada, M. Kawato A via-point time optimization algorithm for complex sequential trajectory
formation
A. Georgakis, C. Kotropoulos, Marginal median SOM for document organization and retrieval
A. Xafopoulos, I. Pitas
J. Cao, J. Wang Absolute exponential stability of recurrent neural networks with Lipschitz-
continuous activation functions and time delays
J. Zhang, Y. Suda, T. Iwasa Absolutely exponential stability of a class of neural networks with unbounded
delay
J. Koetsier, Y. Han, C. Fyfe Twinned principal curves
Engineering and Design
T. Kubota Massively parallel networks for edge localization and contour integra-
tion—adaptable relaxation approach
A. A. Argiriou, I. Bellas-Velidis, A neural network controller for hydronic heating systems of solar buildings
M. Kummert, P. André
Technology and Applications
Vv. J. Hodge, K. J. Lees, A high performance k-NN approach using binary neural networks
J. L. Austin
Book Reviews
G. Bakir Foundations of Wavelet Networks and Applications
M. G. Paulin Neural Engineering: Computation, Representation and Dynamics in Neuro-
biological Systems
Volume of Contents/ Neural Networks 17 (2004) III-X
Erratum
Z. Zhang, X. Ma, Y. Yang Erratum to: Bounds on the number of hidden neurons in three-layer binary
neural networks [Neural Networks 16 (7) 995-1002]
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Volume 17, Number 4
CONTENTS
Neuroscience and Neuropsychology
J. W. Brown, D. Bullock, How laminar frontal cortex and basal ganglia circuits interact to control
S. Grossberg planned and reactive saccades
S. Grossberg, K. K. Govindarajan, ARTSTREAM: a neural network model of auditory scene analysis and source
L. L. Wyse, M. A. Cohen segregation
Mathematical and Computational Analysis
H. Lu, F.-L. Chung, Z. He Some sufficient conditions for global exponential stability of delayed Hopfield
neural networks
X. Liao, S. Li, G. Chen Bifurcation analysis on a two-neuron system with distributed delays in the
frequency domain
M. Loog, R. P. W. Duin, The MDF discrimination measure: Fisher in disguise
M. A. Viergever
W. L. Tung, C. Quek, P. Cheng GenSo-EWS: a novel neural-fuzzy based early warning system for predicting
bank failures
Engineering and Design
L. Ma, K. Khorasani New training strategies for constructive neural networks with application to
regression problems
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Volume 17, Numbers 5-6 June—July 2004
CONTENTS
2004 Special Issue: Vision and Brain
R. Shapley 615 A new view of the primary visual cortex
E. M. Callaway 625 Feedforward, feedback and inhibitory connections in primate visual cortex
D. Contreras 633 ~Electrophysiological classes of neocortical neurons
Volume of Contents/Neural Networks 15 (2002) III-XII Vil
T. Hansen, H. Neumann 647 A simple cell model with dominating opponent inhibition for robust image
processing
R. Prenger, M. C.-K. Wu, 663 Nonlinear V1 responses to natural scenes revealed by neural network analysis
S. V. David, J. L. Gallant
H. J. Chisum, D. Fitzpatrick 681 The contribution of vertical and horizontal connections to the receptive field
center and surround in V1
S. O. Murray, P. Schrater, 695 Perceptual grouping and the interactions between visual cortical areas
D. Kersten
A. Yazdanbakhsh, S. Grossberg 707 Fast synchronization of perceptual grouping in laminar visual cortical circuits
M. Ursino, G. E. La Cara 719 A model of contextual interactions and contour detection in primary visual
cortex
G. Francis, J. Ericson 737 Using afterimages to test neural mechanisms for perceptual filling-in
O. Ben-Shahar, S. W. Zucker 753 Hue geometry and horizontal connections
G. T. Kenyon, D. Hill, J. Theiler, 773 A theory of the Benham Top based on center—surround interactions in the
J. S. George, D. W. Marshak parvocellular pathway
S. Hong, S. Grossberg 787 A neuromorphic model for achromatic and chromatic surface representation of
natural images
P. Sajda, K. Baek 809 Integration of form and motion within a generative model of visual cortex
M. Tsodyks, Y. Adini, D. Sagi 823 Associative learning in early vision
S. Ullman, E. Bart 833 Recognition invariance obtained by extended and invariant features
Y. Festman, M. Ahissar 849 Attentional states and the degree of visual adaptation to gratings
V. A. F. Lamme Separate neural definitions of visual consciousness and visual attention; a case
for phenomenal awareness
L. J. Lanyon, S. L. Denham A model of active visual search with object-based attention guiding scan paths
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Volume 17, Number 7 September 2004
CONTENTS
Psychology and Cognitive
R. M. Borisyuk, Y. B. Kazanovich Oscillatory model of attention-guided object selection and novelty detection
Neuroscience and Neuropsychology
N. Matsumoto, M. Okada Impact of deviation from precise balance of spike-timing-dependent plasticity
Mathematical and Computational Analysis
R. Nishimoto, J. Tani Learning to generate combinatorial action sequences utilizing the initial
sensitivity of deterministic dynamical systems
Vill Volume of Contents/ Neural Networks 17 (2004) III-X
Y. Sakaguchi, M. Takano Reliability of internal prediction/estimation and its application. I. Adaptive
action selection reflecting reliability of value function
K. Okajima Binocular disparity encoding cells generated through an Infomax based
learning algorithm
F. B. Rodriguez, R. Huerta Analysis of perfect mappings of the stimuli through neural temporal sequences
M. Kimura, K. Saito, N. Ueda Modeling of growing networks with directional attachment and communities
H. N. Mhaskar When is approximation by Gaussian networks necessarily a linear process
Y. Xia, G. Feng, J. Wang A recurrent neural network with exponential convergence for solving convex
quadratic program and related linear piecewise equations
M. Rehim, H. Jiang, Z. Teng Boundedness and stability for nonautonomous cellular neural networks with
delay
S. Arik An analysis of exponential stability of delayed neural networks with time
varying delays
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Volume 17, Numbers 8-9 October/November 2004
CONTENTS
2004 Special Issue: New Developments in Self-Organizing Systems
Editorial
M. Ishikawa, R. Miikkulainen, New developments in self-organizing systems
H. Ritter
K. Wada, K. Kurata, M. Okada Self-organization of globally continuous and locally distributed information
representation
X. Hu, L. Xu A comparative investigation on subspace dimension determination
B. Hammer, A. Micheli, Recursive self-organizing network models
A. Sperduti, M. Strickert
J. Peltonen, A. Klami, S. Kaski Improved learning of Riemannian metrics for exploratory analysis
S. Sakamoto, S. Seki, Y. Kobuchi Stability of generalized topographic mappings between cell layers through
correlational learning
S. Sakamoto Synaptic weight normalization effects for topographic mapping formation
J. T. Laaksonen, J. M. Koskela, Class distributions on SOM surfaces for feature extraction and object retrieval
E. Oja
A. K. Qin, P. N. Suganthan Robust growing neural gas algorithm with application in cluster analysis
M. Cottrell, S. Ibbou, P. Letrémy SOM-based algorithms for qualitative variables
G. Simon, A. Lendasse, Double quantization of the regressor space for long-term time series prediction:
M. Cottrell, J.-C. Fort, method and proof of stability
M. Verleysen
Volume of Contents/ Neural Networks 15 (2002) III-XII IX
G. Pol¢icova, P. Tino 1183 Making sense of sparse rating data in collaborative filtering via topographic
organization of user preference patterns
T. Hara, A. Hirose 1201 Plastic mine detecting radar system using complex-valued self-organizing map
that deals with multiple-frequency interferometric images
S. Seo, K. Obermayer 1211 Self-organizing maps and clustering methods for matrix data
P. J. Somervuo 1231 Online algorithm for the self-organizing map of symbol strings
Q. Ma, K. Kanzaki, Y. Zhang, 1241 Self-organizing semantic maps and its application to word alignment in
M. Murata, H. Isahara Japanese—Chinese parallel corpora
R. T. Freeman, H. Yin 1255 Adaptive topological tree structure for document organisation and visualisation
J. Tani, M. Ito, Y. Sugita 1273 Self-organization of distributedly represented multiple behavior schemata in a
mirror system: reviews of robot experiments using RNNPB
R. W. Paine, J. Tani 1291 Motor primitive and sequence self-organization in a hierarchical recurrent
neural network
J. Zhu, C. von der Malsburg 1311 Maplets for correspondence-based object recognition
A. Wismiiller, F. Vietze, 1327 Fully automated biomedical image segmentation by self-organized model
J. Behrends, A. Meyer-Baese, adaptation
M. Reiser, H. Ritter
P. Li, I. Farkas, B.M acWhinney Early lexical development in a self-organizing neural network
S. Tanaka, M. Miyashita, J. Ribot Roles of visual experience and intrinsic mechanism in the activity-dependent
self-organization of orientation maps: theory and experiment
J. Liicke Hierarchical self-organization of minicolumnar receptive fields
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Volume 17, Number 10 December 2004
CONTENTS
Neuroscience and Neuropsychology
J. Hirayama, J. Yoshimoto, Bayesian representation learning in the cortex regulated by acetylcholine
S. Ishii
Mathematical and Computational Analysis
X. Liao, C. Li, K.-w. Wong Criteria for exponential stability of Cohen—Grossberg neural networks
H. Jiang, Z. Teng Global eponential stability of cellular neural networks with time-
varying coefficients and delays
R. Borisyuk, F. Hoppensteadt A theory of epineuronal memory
S. B. Furber, W. J. Bainbridge, Sparse distributed memory using N-of-M codes
J. M. Cumpstey, S. Temple
J. Nakanishi, S. Schaal Feedback error learning and nonlinear adaptive control
Volume of Conte/nN etusra l Networks 17 (2004) III-X
Engineering and Design
G. C. Cawley, N. L. C. Talbot Fast exact leave-one-out cross-validation of sparse least-squares support vector
machines
G. Leng, G. Prasad, An on-line algorithm for creating self-organizing fuzzy neural networks
T. M. McGinnity
Erratum
M. Tsodyks, Y. Adini, D. Sagi Erratum to: Associative learning in early vision [Neural Networks 17 (5-6)
823-832]
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Volume Contents 2004
Author Index 2004
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