Foundations and Tools for Neural Modeling: International Work-Conference on Artificial and Natural Neural Networks, IWANN’99 Alicante, Spain, June 2–4, 1999 Proceedings, Volume I

Self-assembly of oscillatory neurons and networks....Pages 1-11
Reverberating loops of information as a dynamic mode of functional organization of the N. S.: A working conjecture....Pages 12-24
Reconstruction of brain networks by algorithmic amplification of morphometry data....Pages 25-33
Slow learning and fast evolution: An approach to cytoarchitectonic parcellation....Pages 34-42
Dendritic [Ca 2+ ] dynamics in the presence of immobile buffers and of dyes....Pages 43-52
Development of directionally selective microcircuits in striate cortex....Pages 53-64
Neural circuitry and plasticity in the adult vertebrate inner retina....Pages 65-72
Modelling the circuitry of the cuneate nucleus....Pages 73-85
Filtering capability of neural networks from the developing mammalian hippocampus....Pages 86-93
Spatial inversion and facilitation in the J. Gonzalo’s research of the sensorial cortex. Integrative aspects....Pages 94-103
A self-organizing model for the development of ocular dominance and orientation columns in the visual cortex....Pages 104-112
Gaze control with neural networks: A unified approach for saccades and smooth pursuit....Pages 113-122
The neural net of Hydra and the modulation of its periodic activity....Pages 123-137
A biophysical model of intestinal motility: Application in pharmacological studies....Pages 138-151
Model of the neuronal net for detection of single bars and cross-like figures....Pages 152-162
Connected cortical recurrent networks....Pages 163-170
Inter-spike interval statistics of cortical neurons....Pages 171-179
A new cochlear model based on adaptive gain mechanism....Pages 180-188
Structure of lateral inhibition in an olfactory bulb model....Pages 189-196
Effects of correlation and degree of balance in random synaptic inputs on the output of the hodgkin-huxley model....Pages 197-205
Oscillations in the lower stations of the somatosensory pathway....Pages 206-210
Effects of the ganglion cell response nonlinear mapping on visual system’s noise filtering characteristics....Pages 211-220
Paradoxical relationship between output and input regularity for the FitzHugh-Nagumo model....Pages 221-229
Synchronisation in a network of FHN units with synaptic-like coupling....Pages 230-239
Two-compartment stochastic model of a neuron with periodic input....Pages 240-247
Stochastic model of the place cell discharge....Pages 248-257
Integrate-and-fire model with correlated inputs....Pages 258-267
Noise modulation by stochastic neurons of the integrate-and fire type....Pages 268-276
Bayesian modelling of neural networks....Pages 277-286
Neural networks of the hopfield type....Pages 287-296
Stability properties of BSB models....Pages 297-300
Storage capacity of the exponential correlation associative memory....Pages 301-310
A new input-output function for binary hopfield neural networks....Pages 311-320
On the three layer neural networks using sigmoidal functions....Pages 321-329
The capacity and attractor basins of associative memory models....Pages 330-339
A modular attractor model of semantic access....Pages 340-347
Priming an artificial associative memory....Pages 348-356
What does a peak in the landscape of a Hopfield associative memory look like?....Pages 357-366
Periodic and synchronic firing in an ensemble of identical stochastic units: Structural stability....Pages 367-376
Driving neuromodules into synchronous chaos....Pages 377-384
Aging and lévy distributions in sandpiles....Pages 385-392
Finite size effects in neural networks....Pages 393-400
On the computational power of limited precision weights neural networks in classification problems: How to calculate the weight range so that a solution will exist....Pages 401-412
Estimating exact form of generalisation errors....Pages 413-420
A network model for the emergence of orientation maps and local lateral circuits....Pages 421-430
A neural network model for the self-organization of cortical grating cells....Pages 431-441
Extended nonlinear hebbian learning for developing sparse-distributed representation....Pages 442-449
Cascade error projection: A learning algorithm for hardware implementation....Pages 450-457
Unification of supervised and unsupervised training....Pages 458-466
On-line optimization of radial basis function networks with orthogonal techniques....Pages 467-477
A fast orthogonalized FIR adaptive filter structure using recurrent hopfield-like network....Pages 478-487
Using temporal neighborhoods to adapt function approximators in reinforcement learning....Pages 488-496
Autonomous clustering for machine learning....Pages 497-506
Bioinspired framework for general-purpose learning....Pages 507-516
Learning efficient rulesets from fuzzy data with a genetic algorithm....Pages 517-526
Self-organizing cases to find paradigms....Pages 527-536
Training higher order Gaussian synapses....Pages 537-545
On-line gradient learning algorithms for K-nearest neighbor classifiers....Pages 546-555
Structure adaptation in artificial neural networks through adaptive clustering and through growth in state space....Pages 556-565
Sensitivity analysis of radial basis function networks for fault tolerance purposes....Pages 566-572
Association with multi-dendritic radial basis units....Pages 573-581
A Boolean neural network controlling task sequences in a noisy environment....Pages 582-590
SOAN: Self organizing with adaptive neighborhood neural network....Pages 591-600
Topology preservation in SOFM: An euclidean versus manhattan distance comparison....Pages 601-609
Supervised VQ learning based on temporal inhibition....Pages 610-620
Improving the LBG algorithm....Pages 621-630
Sequential learning algorithm for PG-RBF network using regression weights for time series prediction....Pages 631-640
Parallel fuzzy learning....Pages 641-650
Classification and feature selection by a self-organizing neural network....Pages 651-660
SA-prop: Optimization of multilayer perceptron parameters using simulated annealing....Pages 661-670
Mobile robot path planning using genetic algorithms....Pages 671-679
Do plants optimize?....Pages 680-689
Heuristic generation of the initial population in solving job shop problems by evolutionary strategies....Pages 690-699
Randomness in heuristics: An experimental investigation for the maximum satisfiability problem....Pages 700-708
Solving the packing and strip-packing problems with genetic algorithms....Pages 709-718
Multichannel pattern recognition neural network....Pages 719-729
A biologically plausible maturation of an ART network....Pages 730-736
Adaptive resonance theory microchips....Pages 737-746
Application of ART2-A as a pseudo-supervised paradigm to nuclear reactor diagnostics....Pages 747-755
Supervised ART-I: A new neural network architecture for learning and classifying multi-valued input patterns....Pages 756-765
Conscious and intentional access to unconscious decision-making module in ambiguous visual perception....Pages 766-775
A psychophysical approach to the mechanism of human stereovision....Pages 776-785
Neuronal coding and color sensations....Pages 786-797
Neurocomputational models of visualisation: A preliminary report....Pages 798-805
Self-organization of shift-invariant receptive fields....Pages 806-815
Pattern recognition system with top-down process of mental rotation....Pages 816-825
Segmentation of occluded objects using a hybrid of selective attention and symbolic knowledge....Pages 826-839
Hypercolumn model: A modified model of neocognitron using hierarchical self-organizing maps....Pages 840-849
Attentional strategies for object recognition....Pages 850-859