Volume 12, Number 1, January 1999
: On the momentum term in gradient descent learning algorithms.
Volume 12, Number 2, March 1999
Richard J. Wood
, Eric L. Schwartz
: Topographic shear and the relation of ocular dominance columns to orientation columns in primate and cat visual cortex.
, Baozong Yuan
: Analysis and optimal design of continuous neural networks with applications to associative memory.
Peter M. Williams
: Matrix logarithm parametrizations for neural network covariance models.
Andrew R. Webb
: A loss function approach to model selection in nonlinear principal components.
R. J. Kuo
, P. H. Cohen
: Multi-sensor integration for on-line tool wear estimation through radial basis function networks and fuzzy neural network.
Volume 12, Number 3, April 1999
Martha A. Carter
, Mark E. Oxley
: Evaluating the Vapnik-Chervonenkis dimension of artificial neural networks using the Poincaré polynomial.
Don J. Torrieri
: The eigenspace separation transform for neural-network classifiers.
Maxwell B. Stinchcombe
: Neural network approximation of continuous functionals and continuous functions on compactifications.
Volume 12, Number 4-5, June 1999
: Object selection based on oscillatory correlation.
: Dynamical features simulated by recurrent neural networks.
: Additive neural networks and periodic patterns.
: Smaller nets may perform better: special transfer functions.
: Rule-extraction by backpropagation of polyhedra.
Volume 12, Number 6, July 1999
, Si Wu
: Improving support vector machine classifiers by modifying kernel functions.
: Inferential estimation of polymer quality using bootstrap aggregated neural networks.
Volume 12, Number 7-8, October 1999
John G. Taylor
: Towards the networks of the brain: from brain imaging to consciousness.
: What are the computations of the cerebellum, the basal ganglia and the cerebral cortex?
: Sequence generation in arbitrary temporal patterns from theta-nested gamma oscillations: a model of the basal ganglia-thalamo-cortical loops.
: Architecture and dynamics of the primate prefrontal cortical circuit for spatial working memory.
: On redundancy in neural architecture: dynamics of a simple module-based neural network and initial-state independence.
, Stefano Nolfi
: Learning to perceive the world as articulated: an approach for hierarchical learning in sensory-motor systems.
, Simon McCallum
: The consolidation of learning during sleep: comparing the pseudorehearsal and unlearning accounts.
Volume 12, Number 9, November 1999
: The asymptotic memory capacity of the generalized Hopfield network.
Marilyn Lougher Vaughn
: Derivation of the multilayer perceptron weight constraints for direct network interpretation and knowledge discovery.
, Nikola K. Kasabov
: HyFIS: adaptive neuro-fuzzy inference systems and their application to nonlinear dynamical systems.
Volume 12, Number 10, December 1999
: Storage capacity of non-monotonic neurons.
: A regularization approach to continuous learning with an application to financial derivatives pricing.