New Issue: Neural Processing Letters. Vol. 12, Issue 3

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Neural Processing Letters

ISSN 1370-4621

http://www.wkap.nl/issuetoc.htm/1370-4621+12+3+2000

Vol. 12, Issue 3, December 2000.

TITLE: Self-Organization by Temporal Inhibition (SOTI)
AUTHOR(S): P. Martin-Smith, F. J. Pelayo, E. Ros, A. Prieto
KEYWORD(S): temporal inhibition, competitive learning, self-organizing
maps, learning vector quantization.
PAGE(S): 199-213

TITLE: Parametric Amplification of Signals by Noise in Neurons
and Neural Networks
AUTHOR(S): Yu. I. Balkarey, V. O. Nagoutchev, M. G. Evtikhov,
M. I. Elinson
KEYWORD(S): amplification of signals in neural networks (NN), positive
role of parametric noise in NN, spike trains and noise.
PAGE(S): 215-223

TITLE: Using a Neural Network to Approximate an Ensemble of Classifiers
AUTHOR(S): X. Zeng, T. R. Martinez
KEYWORD(S): approximator, bagging, boosting, ensemble of classifiers,
neural networks.
PAGE(S): 225-237

TITLE: An Analysis of the Fundamental Structure of Complex-Valued
Neurons
AUTHOR(S): Tohru Nitta
KEYWORD(S): complex numbers, complex-valued neurons, learning, decision
boundary.
PAGE(S): 239-246

TITLE: On the Internal Representations of Product Units
AUTHOR(S): Jung-Hua Wang, Yi-Wei Yu, Jia-Horng Tsai
KEYWORD(S): product unit, internal representations, recurrent neural
networks, perceptrons, backpropagation training.
PAGE(S): 247-254

TITLE: A Direct Link Minimal Resource Allocation Network for Adaptive
Noise Cancellation
AUTHOR(S): Sun Yonghong, P. Saratchandran, N. Sundararajan
KEYWORD(S): direct link MRAN, extended Kalman filter, noise cancellation,
RBF network, sequential learning.
PAGE(S): 255-265

TITLE: A Neural Chaos Model of Multistable Perception
AUTHOR(S): Natsuki Nagao, Haruhiko Nishimura, Nobuyuki
Matsui
KEYWORD(S): perceptual alternation, ambiguous figure, chaos, neural
network, stimulus-response.
PAGE(S): 267-276

TITLE: Bayesian Sampling and Ensemble Learning in Generative Topographic
Mapping
AUTHOR(S): Akio Utsugi
KEYWORD(S): elastic net, evidence, Gibbs sampler, hyperparameter search,
Laplace method, Markov chain Monte Carlo, self-organizing
map, variational free energy.
PAGE(S): 277-290

TITLE: Nonlinear System Identification Using Lyapunov Based Fully
Tuned Dynamic RBF Networks
AUTHOR(S): Li Yan, N. Sundararajan, P. Saratchandran
KEYWORD(S): Growing and Pruning (GAP), Lyapunov stability theory, neural
network, nonlinear dynamic system, Radial Basis Function
(RBF) network, stable identification.
PAGE(S): 291-303

TITLE: Author Index, Volume 12, 2000
AUTHOR(S): 
PAGE(S): 305-305

TITLE: Contents, Volume 12, 2000
AUTHOR(S): 
PAGE(S): 307-308

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