Artificial Neural Networks — ICANN 96: 1996 International Conference Bochum, Germany, July 16–19, 1996 Proceedings

Application of Artificial Neural Networks in Particle Physics....Pages 1-14
Evolutionary computation — History, status, and perspectives....Pages 15-15
Temporal structure of cortical activity....Pages 16-16
SEE-1 — A vision system for use in real world environments....Pages 17-17
Towards integration of nerve cells and silicon devices....Pages 18-18
Unifying perspectives on neuronal codes and processing....Pages 19-19
Visual recognition based on coding in temporal cortex: Analysis of pattern configuration and generalisation across viewing conditions without mental rotation....Pages 20-20
A novel encoding strategy for associative memory....Pages 21-27
Autoassociative memory with high storage capacity....Pages 29-34
Information efficiency of the associative net at arbitrary coding rates....Pages 35-40
Efficient learning in sparsely connected Boltzmann machines....Pages 41-46
Incorporating invariances in support vector learning machines....Pages 47-52
Estimating the reliability of neural network classifications....Pages 53-58
Bayesian inference of noise levels in regression....Pages 59-64
Complexity reduction in probabilistic neural networks....Pages 65-70
Asymptotic complexity of an RBF NN for correlated data representation....Pages 71-76
Regularization by early stopping in single layer perceptron training....Pages 77-82
Clustering in weight space of feedforward nets....Pages 83-88
Learning curves of on-line and off-line training....Pages 89-94
Learning structure with Many-Take-All networks....Pages 95-100
Dynamic feature linking in stochastic networks with short range interactions....Pages 101-106
Collective dynamics of a system of adaptive velocity channels....Pages 107-114
Local linear model trees for on-line identification of time-variant nonlinear dynamic systems....Pages 115-120
Nonparametric data selection for improvement of parametric neural learning: A cumulant-surrogate method....Pages 121-126
Prediction of mixtures....Pages 127-132
Learning dynamical systems produced by recurrent neural networks....Pages 133-138
Purely local neural Principal Component and Independent Component Learning....Pages 139-144
How fast can neuronal algorithms match patterns?....Pages 145-150
An annealed ‘neural gas’ network for robust vector quantization....Pages 151-156
Associative completion and investment learning using PSOMs....Pages 157-164
GTM: A principled alternative to the Self-Organizing Map....Pages 165-170
Creating term associations using a hierarchical ART architecture....Pages 171-177
Architecture selection through statistical sensitivity analysis....Pages 179-184
Regression by topological map: Application on real data....Pages 185-190
Signal processing by neural networks to create “virtual” sensors and model-based diagnostics....Pages 191-196
Development of an advisory system based on a neural network for the operation of a coal fired power plant....Pages 197-202
Blast furnace analysis with neural networks....Pages 203-208
Diagnosis tools for telecommunication network traffic management....Pages 209-214
Adaptive saccade control of a Binocular Head with Dynamic Cell Structures....Pages 215-220
Learning fine motion by using the Hierarchical Extended Kohonen Map....Pages 221-226
Subspace dimension selection and averaged learning subspace method in handwritten digit classification....Pages 227-232
A dual route neural net approach to grapheme-to-phoneme conversion....Pages 233-238
Separating EEG spike-clusters in epilepsy by a growing and splitting net....Pages 239-244
Optimal texture feature selection for the co-occurrence map....Pages 245-250
Comparison of view-based object recognition algorithms using realistic 3D models....Pages 251-256
Color-calibration of a robot vision system using self-organizing feature maps....Pages 257-262
Neural network model for maximum ozone concentration prediction....Pages 263-268
Very large two-level SOM for the browsing of newsgroups....Pages 269-274
Automatic Part-Of-Speech tagging of Thai corpus using neural networks....Pages 275-280
Reproducing a subjective classification scheme for atmospheric circulation patterns over the United Kingdom using a neural network....Pages 281-286
Two gradient descent algorithms for blind signal separation....Pages 287-292
Classification rejection by prediction....Pages 293-298
Application of Radial Basis Function Neural Networks to odour sensing using a broad specificity array of conducting polymers....Pages 299-304
A hybrid object recognition architecture....Pages 305-310
Robot learning in analog neural hardware....Pages 311-316
Visual gesture recognition by a modular neural system....Pages 317-322
Tracking and learning graphs on image sequences of faces....Pages 323-328
Neural network model recalling spatial maps....Pages 329-334
Neural field dynamics for motion perception....Pages 335-340
Analytical technique for deriving connectionist representations of symbol structures....Pages 341-346
Modeling human word recognition with sequences of artificial neurons....Pages 347-352
A connectionist variation on inheritance....Pages 353-358
Mapping of multilayer perceptron networks to partial tree shape parallel neurocomputer....Pages 359-364
Linearly expandable partial tree shape architecture for parallel neurocomputer....Pages 365-370
A high-speed scalable CMOS current-mode Winner-Take-All network....Pages 371-376
An architectural study of a massively parallel processor for convolution-type operations in complex vision tasks....Pages 377-382
FPGA implementation of an adaptable-size neural network....Pages 383-388
Extraction of coherent information from non-overlapping receptive fields....Pages 389-394
Cortico-tectal interactions in the cat visual system....Pages 395-399
Detecting and measuring higher order synchronization among neurons: A Bayesian approach....Pages 401-407
Analyzing the formation of structure in high-dimensional Self-Organizing Maps reveals differences to feature map models....Pages 409-414
Precise restoration of cortical orientation maps explained by hebbian dynamics of geniculocortical connections....Pages 415-419
Modification of Kohonen's SOFM to simulate cortical plasticity induced by coactivation input patterns....Pages 421-426
Cortical map development driven by spontaneous retinal activity waves....Pages 427-432
Simplifying neural networks for controlling walking by exploiting physical properties....Pages 433-438
Saccade control through the collicular motor map: Two-dimensional neural field model....Pages 439-444
Plasticity of neocortical synapses enables transitions between rate and temporal coding....Pages 445-450
Controlling the speed of synfire chains....Pages 451-456
Temporal compositional processing by a DSOM hierarchical model....Pages 457-462
A genetic model and the Hopfield networks....Pages 463-468
Desaturating coefficient for projection learning rule....Pages 469-476
Getting more information out of SDM....Pages 477-482
Using a general purpose meta neural network to adapt a parameter of the quickpropagation learning rule....Pages 483-488
Unsupervised learning of the minor subspace....Pages 489-494
A unification of Genetic Algorithms, Neural Networks and Fuzzy Logic: The GANNFL Approach....Pages 495-500
Active learning of the generalized high-low-game....Pages 501-506
Optimality of pocket algorithm....Pages 507-512
Improvements and extensions to the constructive algorithm CARVE....Pages 513-518
Annealed RNN learning of finite state automata....Pages 519-524
A hierarchical learning rule for independent component analysis....Pages 525-530
Improving neural network training based on Jacobian rank deficiency....Pages 531-536
Neural networks for exact constrained optimization....Pages 537-542
Capacity of structured multilayer networks with shared weights....Pages 543-550
Optimal weight decay in a perceptron....Pages 551-556
Bayesian regularization in constructive neural networks....Pages 557-562
A nonlinear discriminant algorithm for data projection and feature extraction....Pages 563-568
A modified spreading algorithm for autoassociation in weightless neural networks....Pages 569-574
Analysis of multi-fluorescence signals using a modified Self-Organizing Feature Map....Pages 575-580
Visualizing similarities in high dimensional input spaces with a growing and splitting neural network....Pages 581-586
A neural lexical post-processor for improved neural predictive word recognition....Pages 587-592
Solving nonlinear MBPC through convex optimization: A comparative study using neural networks....Pages 593-598
Combining statistical models for protein secondary structure prediction....Pages 599-604
Using RBF-nets in rubber industry process control....Pages 605-610
Towards autonomous robot control via self-adapting recurrent networks....Pages 611-616
A hierarchical network for learning robust models of kinematic chains....Pages 617-622
Context-based cognitive map learning for an autonomous robot using a model of cortico-hippocampal interplay....Pages 623-628
An algorithm for bootstrapping the core of a biologically inspired motor control system....Pages 629-634
Automatic recalibration of a space robot: An industrial prototype....Pages 635-640
Population coding in cat visual cortex reveals nonlinear interactions as predicted by a neural field model....Pages 641-648
Representing multidimensional stimuli on the cortex....Pages 649-654
An analysis and interpretation of the oscillatory behaviour of a model of the granular layer of the cerebellum....Pages 655-660
The cerebellum as a “coupling machine”....Pages 661-666
The possible function of dopamine in associative learning: A computational model....Pages 667-672
Signatures of dynamic cell assemblies in monkey motor cortex....Pages 673-678
Modelling speech processing and recognition in the auditory system with a three-stage architecture....Pages 679-684
Binding — A proposed experiment and a model....Pages 685-690
A reduced model for dendritic trees with active membrane....Pages 691-696
Stabilizing competitive learning during on-line training with an anti-Hebbian weight modulation....Pages 697-702
Neuro-biological bases for spatio-temporal data coding in artificial neural networks....Pages 703-708
A spatio-temporal learning rule based on the physiological data of LTP induction in the hippocampal CA1 network....Pages 709-714
Learning novel views to a single face image....Pages 715-719
A parallel algorithm for depth perception from radial optical flow fields....Pages 721-725
Comparing facial line drawings with gray-level images: A case study on PHANTOMAS....Pages 727-734
Geometrically constrained optical flow estimation by an Hopfield neural network....Pages 735-740
Serial binary addition with polynormally bounded weights....Pages 741-746
Evaluation of the two different interconnection networks of the CNAPS neurocomputer....Pages 747-753
Intrinsic and parallel performances of the OWE neural network architecture....Pages 755-760
An analog CMOS neural network with on-chip learning and multilevel weight storage....Pages 761-766
Exponential hebbian on-line learning implemented in FPGAs....Pages 767-772
An information-theoretic measure for the classification of time series....Pages 773-778
Transformation of neural oscillators....Pages 779-784
Analysis of drifting dynamics with competing predictors....Pages 785-790
Inverse dynamics controllers for robust control: Consequences for neurocontrollers....Pages 791-796
A local connected neural oscillator network for pattern segmentation....Pages 797-802
Approximation errors of state and output trajectories using recurrent neural networks....Pages 803-808
Comparing self-organizing maps....Pages 809-814
Nonlinear Independent Component Analysis by self-organizing maps....Pages 815-820
Building nonlinear data models with self-organizing maps....Pages 821-826
A parameter-free non-growing self-organizing map based upon gravitational principles: Algorithm and applications....Pages 827-832
Topological maps for mixture densities....Pages 833-838
A novel algorithm for image segmentation using time dependent interaction probabilities....Pages 839-843
Reconstruction from graphs labeled with responses of Gabor filters....Pages 845-850
Edge information: A confidence based algorithm emphazising continuous curves....Pages 851-856
Neural model of cortical dynamics in resonant boundary detection and grouping....Pages 857-862
A neural clustering algorithm for estimating visible articulatory trajectory....Pages 863-868
Binary spatter-coding of ordered K -tuples....Pages 869-873
A hybrid approach to natural language parsing....Pages 875-880
A self-organizing neural network approach for the acquisition of phonetic categories....Pages 881-886
Inward relearning: A step towards long-term memory....Pages 887-892
Neural modelling of cognitive disinhibition and neurotransmitter dysfunction in OCD....Pages 893-898
Confluent preorder parser as finite state automata....Pages 899-904
Modeling psychological stereotypes in self-organizing maps....Pages 905-910