New Issue: Neural Processing Letters. Vol. 12, Issue 2

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Neural Processing Letters

ISSN 1370-4621

http://www.wkap.nl/issuetoc.htm/1370-4621+12+2+2000

Vol. 12, Issue 2, October 2000.

TITLE: Obtaining Fault Tolerant Multilayer Perceptrons Using an
Explicit Regularization
AUTHOR(S): Jose L. Bernier, J. Ortega, I. Rojas, E. Ros,
A. Prieto
KEYWORD(S): backpropagation, regularization, multilayer perceptron,
fault tolerance, mean square sensitivity.
PAGE(S): 107-113

TITLE: Evolving Multilayer Perceptrons
AUTHOR(S): P. A. Castillo, J. Carpio, J. J. Merelo, A.
Prieto, V. Rivas, G. Romero
KEYWORD(S): evolutionary algorithms, generalization, learning, neural
networks, optimization.
PAGE(S): 115-128

TITLE: Associative Memories in Infinite Dimensional Spaces
AUTHOR(S): Enrique Carlos Segura, Roberto P. J. Perazzo
KEYWORD(S): associative memory, dynamical systems, Glauber dynamics,
Hopfield model, infinite dimensional state space, stability.
PAGE(S): 129-144

TITLE: Embedding Connectionist Autonomous Agents in Time: The
`Road Sign Problem'
AUTHOR(S): R. M. Rylatt, C. A. Czarnecki
KEYWORD(S): autonomous agents, recurrent neural networks.
PAGE(S): 145-158

TITLE: Globally Convergent Modification of the Quickprop Method
AUTHOR(S): Michael N. Vrahatis, George D. Magoulas, Vassilis
P. Plagianakos
KEYWORD(S): Quickprop algorithm, Broyden-s method, secant methods,
convergence analysis, backpropagation neural networks.
PAGE(S): 159-170

TITLE: Parallel Implementation of Self-Organizing Map on the Partial
Tree Shape Neurocomputer
AUTHOR(S): Pasi Kolinummi, Pasi Pulkkinen, Timo Hamalainen,
Jukka Saarinen
KEYWORD(S): computer architecture, neurocomputer, parallel hardware
implementation, parallel mapping, self-organizing map.
PAGE(S): 171-182

TITLE: Improving the Mean-Field Approximation in Belief Networks
Using Bahadur-s Reparameterisation of the Multivariate
Binary Distribution
AUTHOR(S): K. Humphreys, D. M. Titterington
KEYWORD(S): Bahadur, belief network, EM algorithm, Mean-Field, variational
approximation.
PAGE(S): 183-197

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