ICANN ’93: Proceedings of the International Conference on Artificial Neural Networks Amsterdam, The Netherlands 13–16 September 1993

Front Matter....Pages i-xxvii
Front Matter....Pages 1-1
Dynamic Coupling in Cortical Neural Networks....Pages 3-10
Keeping Neural Networks Simple....Pages 11-18
Front Matter....Pages 19-19
The Autoassociative Hypothesis Places Constraints on Hippocampal Organization....Pages 21-26
Metastability of Network Attractor and Dream Sleep....Pages 27-30
Somatosensory Cortical Maps: Reorganization Following Post-Ontogenetic Plasticity — Experiments and Theory....Pages 31-36
Adequate Input for Learning in Attractor Neural Networks....Pages 37-41
Neurobiological Modelling and Structured Neural Networks....Pages 43-46
Model Analysis of Associative Learning in The Photoreceptor of Marine Mollusc, Hermissenda Crassicornis ....Pages 47-50
A Neural Network Model for Motor Shapes Learning and Programming....Pages 51-54
Learning Through Adaptive Value: A Model Working in a Variable Environment....Pages 55-58
Improving Categorization with CALM Maps....Pages 59-62
A Simple Selforganizing Neural Network Architecture for Selective Visual Attention....Pages 63-66
Detection of Coincidences and Generation of Hypotheses — a Proposal for an Elementary Cortical Function....Pages 67-70
DIVA: A Self-organizing Neural Network Model for Motor Equivalent Speech Production....Pages 71-74
Adaptive Non-Uniform A/D Conversion Achieved with an Unsupervised Learning Rule Maximizing Information-Theoretic Entropy....Pages 75-75
Optimal Topology-Preservation Using Self-Organising Logical Neural Networks....Pages 76-79
Incorporation of Neurobiological Aspects of Aplysia’s Associative Conditioning in Neural Networks for on-line Pattern Detection....Pages 80-80
Description on the Use of the Autogenerative Nodal Memory Model (ANM) as Controlling Element of an Autonomously Responsive System....Pages 81-81
Human Memory — Neurocomputer (MeNeCe Project): Structure For Reverbation Of The Information In N-Peaked Nets (In STMemory)....Pages 82-82
Neural Representation of Saccadic Eye Movements in Monkey Superior Colliculus....Pages 84-89
Front Matter....Pages 19-19
An Adaptive Sensory Fusion Approach for the Superior Colliculus....Pages 107-110
A Neural Network Model for Spatial Information Representation....Pages 111-114
A Dynamical Model for the Generation of Curved Trajectories....Pages 115-118
Functional Organisation in the Cerebellum....Pages 119-119
Activation and Contraction of a Muscle....Pages 120-123
Correlated Neuronal Activity and Behavior....Pages 125-130
Map Structure from Pinwheel Position....Pages 131-135
Emergence of Transient Oscillations in an Ensemble of Neurons....Pages 136-141
A Distributed Multicolumnar System for Primary Cortical Analysis of Real-World Scenes....Pages 142-147
Singularities in Cortical Orientation and Direction Maps: Vortices, Strings, and Bubbles....Pages 149-152
A New Model for Spatial Frequency and Orientation Tuning in the Visual Cortex based on Delayed Inputs from the Retina....Pages 153-156
Cascaded Intracortical Inhibition: Modeling Connection Schemes on a Large Scale Simulator....Pages 157-160
Hidden Assembly Dynamics and Correlated Neuronal Responses....Pages 161-164
A Model for Latencies in the Visual System....Pages 165-168
A Neural Architecture for Textured Color Image Segmentation and Recognition....Pages 169-169
Activity-Dependent Modification of Intrinsic Neuronal Properties....Pages 171-176
Implications of Activity-Dependent Neurite Outgrowth for Developing Neural Networks....Pages 177-182
A Self-organizing Neural Network for Learning A Body-centered Invariant Representation of 3-D Target Position....Pages 90-95
Dynamic Field Approach to Target Selection in Gaze Control....Pages 96-101
Differences in Synaptic Input and Excitability Between Superficial and Deep Pyramidal Cells in the Cat Sensorimotor Cortex....Pages 102-105
Front Matter....Pages 19-19
PCA Properties of Interneurons....Pages 183-188
Temporal Distributed Processing — TDP: A Time-Based Processing Scheme Accounts for Time Dependent Receptive Fields and Representational Maps....Pages 189-194
Stochastic Specificity in Neural Interaction....Pages 196-199
A Computer Simulation Model of Backwards Feedback Across Synapse Via Arachidonic Acid....Pages 200-203
Study of a Self-Learning Artifical Neuron Model....Pages 204-204
Simulation Study on Calcium-Activated Dynamics of Compartment Dendrite Model....Pages 205-205
On the Adapative Capabilities of Pulse-Coded Cable Neurons....Pages 206-206
A Local Approximation of the Cable Equation for Implementing a Local Interaction Model....Pages 207-207
Effects of Glutamate Uptake on the Response Dynamics of the Retinal Horizontal Cell....Pages 208-208
Front Matter....Pages 209-209
Neural Networks for Robot Eye-Hand Coordination....Pages 211-218
Unsupervised Formation of Feature Detectors Using Residual Inputs....Pages 219-223
Geometry-Driven Diffusion: Coupled Diffusion Maps as a Model for Excitatory and Inhibitory Behaviour in Vision....Pages 224-229
SPIN Learning and Forgetting Surface Classifications with Dynamic Neural Networks....Pages 230-235
Motion Parallax from Catastrophies in Scale-space....Pages 237-240
Stability and Convergence Control in Cooperative Integration Networks....Pages 241-244
Towards a Neural Architecture for Unified Visual Contrast and Brightness Perception....Pages 245-248
Fuzzy Kohonen Clustering Networks for Reducing Search Space in 3-D Object Recognition....Pages 249-249
An Active Resistor Mesh Embedding Cortical Visual Processing....Pages 250-250
A Fast BCS/FCS Algorithm for Image Segmentation....Pages 251-254
Neural Architecture for Robot Planning....Pages 256-261
Front Matter....Pages 209-209
From Situations to Actions: Motion Behavior Learning by Self-Organization....Pages 262-267
Application of Q-Learning in Robot Grasping Tasks....Pages 268-273
I/O-Stability for Robot Control with a Global Neural Net Inverse Model in the Feedback Loop....Pages 274-279
A Self-Organizing Neural Network for Robot Motion Planning....Pages 281-284
Evolved Recurrent Dynamical Networks Use Noise....Pages 285-288
The Bellmann Mapping Machine for Nonlinear Approximation in Control Policy Space....Pages 289-292
A real-time Robot demonstration controlled by the BSP400 Neurocomputer....Pages 293-296
First Results on Stable Adaptive Robot Control with RBF Networks....Pages 297-300
Fuzzy Inference, Radial Basis Functions, and Control of Flexible Robotic Manipulators....Pages 301-304
A Recurrent Trajectory Storage Network with Parceling of the Workspace....Pages 305-308
Node Allocation and Topographical Encoding NATEnet for Inverse Kinematics of a 6-DOF Robot Arm....Pages 309-312
Learning Optimal Control Using Neural Networks....Pages 313-316
A boolean net as an adaptive and universal robot control....Pages 317-317
Transforming Occupancy Grids Under Robot Motion....Pages 318-318
Complex Tasks and Robots....Pages 319-319
Front Matter....Pages 321-321
NN Approaches to Natural Language: Context and Trends....Pages 323-330
Integration of Artificial Neural Networks and Dynamic Concepts to an Adaptive and Self-Organizing Agent....Pages 331-336
Learning Fuzzy Production Rules For Approximate Reasoning In Connectionist Production Systems....Pages 337-342
A Representational Architecture for Nonmonotonic Inheritance Structures....Pages 343-348
Spectral Timing and Integration of Multimodal Systemic Processes....Pages 350-353
Front Matter....Pages 321-321
Net-to-Rule Transformation Using Penalty Functions....Pages 354-357
Teaching Homing Behaviour to a Neural State Machine....Pages 358-361
Neural/Iconic Understanding of the Visual World....Pages 362-365
Connectionist’ symbol’ Systems: Cognition as the Sum of Analogy, Exemplar Manipulation and Language....Pages 366-369
Symbol-Manipulation with Attractor Neural Networks....Pages 370-370
A Consideration on Visual Strategy of Fovea and Saccadic Movement from Experimental Results....Pages 371-371
Iconic Language Representation in a Recursive Neural System....Pages 372-372
Miniature Language Acquisition Tasks Using Dynamic Weightless Systems....Pages 373-373
Activity Curvature: A new Approach to Perception....Pages 374-374
An Outline for a Theory of the Emotions....Pages 375-375
αβ-TDNN Implement “Fuzzy” Connectionist Time Alignment in Speech Recognition....Pages 377-382
Continuous Speech Recognition Predictive Systems....Pages 383-388
Handling Context-Dependencies in Speech by LVQ....Pages 389-394
An Analytically Transparent Network for Sequence Recognition....Pages 396-399
Conceptual Clustering Using a Connectionist Approach....Pages 400-403
An Extended Kohonen Feature Map for Sentence Recognition....Pages 404-407
Neural Nets that Discuss: A General Model of Communication Based on Self-Organizing Maps....Pages 408-411
Neural Network and Nearest Neighbor Comparison of Speaker Normalization Methods for Vowel Recognition....Pages 412-415
Speech Recognition by Hierarchical Segment Classification....Pages 416-419
Visualization and Classification of Voice Quality with the Self-Organizing Map....Pages 420-420
Front Matter....Pages 321-321
Weighted Distance Measure for Speaker-Independent Digit Recognition with Hidden-Control Neural Network....Pages 421-421
Modulation-Frequency Encoding of Speech with Applications to Neural Speech Recognizers....Pages 422-422
Functional Compositionality: a G.N.U . Approach....Pages 423-423
Front Matter....Pages 425-425
Competitive Hebbian Learning Rule Forms Perfectly Topology Preserving Maps....Pages 427-434
Approximating Optimal Information Transmission using Local Hebbian Algorithms in a Double Feedback Loop....Pages 435-440
Time-Varying Neural Networks for Large Tasks....Pages 441-445
A ‘Self-Referential’ Weight Matrix....Pages 446-450
Neural Network Complexity Reduction Using Adaptive Polynomial Activation Functions....Pages 452-455
FIELDNET, A Dynamic Network For Pattern Classification....Pages 456-459
Reducing the Ratio Between Learning Complexity and Number of Time Varying Variables in Fully Recurrent Nets....Pages 460-463
Deletion of Trained Patterns by Incremental Learning in Artificial Neural Network using Fahlman-Lebiere Learning Algorithm....Pages 464-467
Cascade Neural Network Developed for Time Series Prediction....Pages 468-471
On the Information Capacity of Auto-associative RAM-based Neural Networks....Pages 472-472
Modified CMAC Neural Network Architectures for Nonlinear Dynamic System Modelling....Pages 473-473
Preliminary Results on Adaptively Trained Neural Networks....Pages 474-474
Networks for Learning and Differentiating an Input-Output Mapping....Pages 475-475
Design vs. Training of Neural Machines....Pages 476-476
Counterexample of Witsenhausen Under Set-Bounded Model of Uncertainty and its Neural Net Solver....Pages 477-477
A Modified Learning Algorithm for Backpropagation Network....Pages 478-478
High-Order Boltzmann Machines for MAX-SAT and SAT....Pages 479-479
Front Matter....Pages 425-425
EBP Algorithm Can Work with Hard Limiters....Pages 480-480
Stochastic Neural Networks....Pages 481-481
A Neurophysiologically Motivated Neural Network Model and its Application to the Superposition Problem....Pages 482-485
A Symmetrical Lateral Inhibition Network for PCA and Feature Decorrelation....Pages 486-489
Minimizing the System Error in Feedforward Neural Networks with Evolution Strategy....Pages 490-493
Prove of Convergence of Extended Divide & Conquer Networks....Pages 494-497
Monotonic Incrementation of Backpropagation Networks....Pages 498-498
A Multi-Layer Extension of a Bayesian Neural Network....Pages 499-499
YPROP: Yet Another Accelerating Technique for the Back Propagation....Pages 500-500
Automatic Construction of Multilayer Networks for Non Linear Regression....Pages 501-501
Generalization of a Parametric Learning Rule....Pages 502-502
Supervised Learning for Decorrelated Gaussian Networks....Pages 503-503
Associative Memories that can form Hypotheses: Phase coded Network Architectures....Pages 504-507
A Formal Link between Multilayer Perceptrons and a Generalization of Linear Discriminant Analysis....Pages 508-508
Adaptive Critic for Probabilistic Logic Nets....Pages 509-509
Defanet2 — Advancements of a Deterministic Function Approximator....Pages 510-510
Document Retrieval and Protein Sequence Matching using a Neural Network....Pages 511-511
A Fuzzy Neural Architecture for Supervised Learning and Classification of Temporal Sequences....Pages 512-512
Hierarchical Reinforcement Learning....Pages 513-513
Connectivity Maximization of Layered Neural Networks for Supervised Learning....Pages 514-514
Front Matter....Pages 425-425
The Overlapped Tessellation a Supervised Neural Rule....Pages 515-515
IABP: Interval Arithmetic Backpropagation....Pages 516-516
Architecture of Associative Memory with Reduced Cross Talk and Its Performance Formulation....Pages 517-517
Augmentation of Generalisation in Probabilistic Logic Nets....Pages 518-518
Fuzzy Expert Networks....Pages 519-519
Using Boltzmann Machines for probability estimation....Pages 521-526
Brownian Motion Updating of Multi-layered Perceptrons....Pages 527-532
Guaranteed Convergence of Learning in Neural Networks....Pages 533-538
Activity-Conserving Dynamics for Neural Networks....Pages 539-544
The Lower Bound of the Capacity for a Neural Network with Multiple Hidden Layers....Pages 546-549
A method for finding the optimal number of learning samples and hidden units for function approximation with a feedforward network....Pages 550-553
The N-2-N Encoder: A Matter of Representation....Pages 554-557
Optimizing the Architecture of Multi-Layer Perceptrons for One-Dimensional Classification....Pages 558-561
Neural Networks and Genetic Algorithms: Improving the Fault Tolerance Capabilities....Pages 562-562
Entropy of Perceptrons....Pages 563-563
Assessing Generalization by 2-D Receptive Field Visualization....Pages 564-564
A Fast Training Algorithm for Feedforward Neural Networks....Pages 565-565
Improvement of the Covergence of the Learning Using the Modified Back-propagation Method....Pages 566-566
Parametrized Self-Organizing Maps....Pages 568-575
Population Dynamics on the Basis of Vector Quantization: A Method for Auto-Association and Classification....Pages 576-579
Front Matter....Pages 425-425
Vector Quantization with a Growing and Splitting Elastic Net....Pages 580-585
Learning Topology-Preserving Maps Using Self-Supervised Backpropagation....Pages 586-591
A Multiassociative Memory for Control....Pages 593-596
Phase Transitions in Self-Organized Feature Maps....Pages 597-600
Unsupervised Extraction of Predictable Abstract Features....Pages 601-604
Genetic Algorithm with Migration on Topology Conserving Maps....Pages 605-608
Analyzing Kohonen Maps with Geometry....Pages 609-612
A Comparison Between Classical Unsupervised Classifiers and ART3 Neural Networks....Pages 613-616
A Dynamic Procedure for Neural Network Design....Pages 617-617
PCA in a Network with Full Lateral Connections....Pages 618-618
Non-Uniform Cellular Automata....Pages 619-619
SUSOM „SUpervised“ Self-Organizing Maps....Pages 620-620
Synchrony in Integrate-and-Fire Networks....Pages 622-627
A Neural Network for Motion Detection....Pages 628-632
Spikes or Rates? — Stationary, Oscillatory, and Spatio-temporal States in an Associative Network of Spiking Neurons....Pages 633-638
Cooperative Stochastic Effects In Globally Coupled Bistable Elements....Pages 639-644
Biologically Inspired Neural Network for Trajectory Formation and Obstacle Avoidance....Pages 646-649
Catastrophic Phase Transitions in Exact ART Networks....Pages 650-653
Analysis of Chaotic Behaviour in Dynamical Systems Using Analog Neural Networks....Pages 654-657
A Dynamically Generalising Weightless Neural Element....Pages 658-661
Front Matter....Pages 425-425
Vector Quantization by Neuro-Dynamical System....Pages 662-665
The Effect of Synaptic Time Constants on Firing Patterns in Populations of Spiking Neurons....Pages 666-669
Information Processing by Spatio-temporal Chaotic Networks....Pages 670-675
Hysteresis Phenomena and Bifurcation of Periodic Solutions in a Mathematical Model of Cortical Dynamics....Pages 676-676
Computing Complexity of Symmetric Quadratic Neural Networks....Pages 677-677
Topology Learning Solved by Extended Objects: A Neural Network Model....Pages 678-678
Higher Order Neural Networks in a Unified Learning Scheme....Pages 679-682
On a Simple Hysteresis Network....Pages 683-683
Switching the Vector Field According to the Input of an Oscillatory Neural Network....Pages 684-684
Processing of Information Encoded in Coupled One-Dimensional Maps....Pages 685-685
Feedback in Single Continuous Neurons....Pages 686-686
A Neural Network for Decision Making in Dynamic Environments....Pages 687-687
Chaos in Neural Networks at Nonlinear Synapses....Pages 688-688
Stability Conditions for Nonlinear Continuous Random Neural Networks....Pages 689-689
Optimal Classification with Multilayer Networks....Pages 691-697
An Attractor Network Model for the Generation of Event-Related Potentials Using Integrative Synapses....Pages 698-703
A Novel Liapunov Function for Additive Neural Networks....Pages 704-706
Capacity and Error Correction Ability of Sparsely Encoded Associative Memory with Forgetting Process....Pages 707-710
Defining the Attractor of a Recurrent Neural Network by Boolean Expressions....Pages 712-715
Using Reduce for Replica Calculations....Pages 716-721
Front Matter....Pages 425-425
Equilibrium Statistical Mechanics of Non-Symmetric Neural Networks....Pages 722-725
Storage of Words by Coupling Hopfield Nets....Pages 726-729
Constraints on Learning in Dynamic Synapses....Pages 730-733
Recursive Construction of Neural Networks with Long Periodic Behavior....Pages 734-734
Phase-Space Gardening in the Binary-Couplings Memory Network....Pages 735-735
The Relationship Between Choice Of Representation, Network Structure And Performance In Harmony Theory Networks....Pages 736-736
On The Power of Linearly Weighted Neural Networks....Pages 738-743
Elimination of Overtraining by a Mutual Information Network....Pages 744-749
Cascade Correlation: An Incremental Tool for Function Approximation....Pages 750-754
Bounds on the Complexity of Testing and Loading Neurons....Pages 756-759
Principal Hidden Unit Analysis with Minimum Entropy Method....Pages 760-763
Empirical Criteria to Compare The Performance of Neuro Algorithms....Pages 764-767
LS-Backpropagation Algorithm for Training Multilayer Perceptrons....Pages 768-771
Do Backpropagation Trained Neural Networks have Normal Weight Distributions?....Pages 772-775
A Constructive Algorithm for Binary Mapping....Pages 776-776
BOXES Revisited....Pages 777-777
Mathematical Properties Of Multi-Layer Adaptive Filters....Pages 778-778
Weight Zero Enhancement In Speech Synthesis Using Neural Networks....Pages 779-779
Biological Metaphors In Designing Modular Artificial Neural Networks....Pages 780-780
Learning and Generalization Controlled by Contradiction....Pages 781-781
Front Matter....Pages 425-425
Extraction of Symbolic Statements from Synaptic Weights....Pages 782-782
A Novel Back Propagation Algorithm with Optimal Number of Hidden Units....Pages 783-783
Two Neural Models for fast Category Learning — Neural Associative Memories and the Restricted Coulomb Energy Model....Pages 784-784
Storage Capacity Results for Decomposed Structures of Generalizing RAM Nodes....Pages 785-785
Front Matter....Pages 787-787
Novelty Detection and Neural Network Validation....Pages 789-794
Estimating Material Properties for Process Optimization....Pages 795-798
Hybrid Digital Signal Processing and Neural Networks for Automated Diagnostics Using Eddy Current Inspection....Pages 799-804
Self-Organizing Neural Network for Diagnosis....Pages 806-809
Limitations of Adaptive Critic Control Schemes....Pages 810-813
Periodic Disturbance Rejection: A Neural Network Approach....Pages 814-817
Representation of Real-Valued Functions by a Three-Layered Artificial Neural Network with Topologically Ordered Input and Output Units....Pages 818-821
Prediction of Reflectance Values: Towards the Integration of Neural and Conventional Colorimetry....Pages 822-825
Neural Network Modeling and Prediction of Multivariate Time Series Using Predictive MDL Principle....Pages 826-829
Dynamics of a Neural Network-based Financial Market....Pages 830-833
Evolving Neuroeontrollers for Pole Balancing....Pages 834-837
Backpropagation Vector Quantization for Satellite Coverage Plans Optimization....Pages 838-841
Sequential Self-Organization for the Traveling Salesman Problem....Pages 842-845
Invariant Process Control Using Neural Networks....Pages 846-849
Optimal Control of Dynamic Systems Using Self-Organizing Maps....Pages 850-853
Monitoring a Control System with a Hybrid Neural Network Architecture....Pages 854-854
Front Matter....Pages 787-787
Paper Web Profile Analysis Using Neural Networks....Pages 855-855
Modelling of Quality Properties in Paper Drying with Multilayer Perceptron Network....Pages 856-856
Interpolation of Stationary Non-Linear Time Series by an Optimized Neural Network....Pages 857-857
Two-Sensor Neural Network Modeling For Fault Detection....Pages 858-858
Modelling The Fed Batch Fermentation Process Using Artificial Neural Networks....Pages 859-859
Identification of Car Body Steel by an optical on line System and a Kohonen’s self-organizing Map....Pages 860-860
Simulation of Pulsed Laser Material Processing Controlled by an Extended Self-Organizing Kohonen Feature Map....Pages 861-861
Process Modelling Using Artificial Neural Networks....Pages 862-862
Real-Time Nuclear Power Plant Monitoring with Adaptively Trained Neural Network....Pages 863-863
Self Organized Feature Maps for Monitoring and Knowledge Aquisition of a Chemical Process....Pages 864-867
Flow Regime Identification by a Self-Organising Neural Network....Pages 868-868
Functional Electrical Stimulation with Neural Network Controlled State Feedback....Pages 869-869
Artificial Interacting Agents for Stock Market Experiments: the Cross-target Method....Pages 870-870
Neural Network Training by Parameter Optimization Approach....Pages 871-871
Neural Network Analysis of the Hungarian Party-State System....Pages 872-872
Modelling Time-Varying Industrial Processes Using MLP Networks....Pages 873-873
Lithofacies Identification from Wireline Logs....Pages 875-881
Using Selforganizing Feature Maps to Classify EEG Coherence Maps....Pages 882-887
Building an Artificial Retina for Distance- and Orientation-Invariant Pattern Recognition....Pages 888-893
MLP-RBF: A Cooperative Multi-Modular Neural Network Application in High-Energy Physics....Pages 894-897
Front Matter....Pages 787-787
Operational Cloud Classifier Based on the Topological Feature Map....Pages 899-902
Image Segmentation Using a Self-Organising Logical Neural Network....Pages 903-906
High-resolution Classification of Papanicoloau Smear Cells using Back-propagation Neural Networks....Pages 907-910
Artificial Neural Networks Detect Subtle Differences Between Anesthetics....Pages 911-913
Pattern Segmentation and Feature Linking as Simultaneous Processes in an Associative Network of Spiking Neurons....Pages 914-917
Spatial Topology Distance for Handprinted Character Recognition....Pages 918-921
Identification of Underwater Sonar Images Using Fuzzy-Neural Architecture FuNe I....Pages 922-925
Fault Detection in Multivariate Time Series with a Coding Approach....Pages 926-929
Practical Implementation of a Radial Basis Function Network for Handwritten Digit Recognition....Pages 930-933
An Efficient Method of Neural Network Application to Recognizing of Handwritten Digits in Zip Codes....Pages 934-937
The Application of Average Gradient Matrices for Fingerprint Classification using Neural Networks....Pages 938-938
Neural Architectures for Motion Tracking....Pages 939-939
A Multi-Agent Classifier Using Associative Networks in Parallel....Pages 940-940
Handwritten Alphabet and Digit Character Recognition Using Skeleton Pattern Mapping with Structural Constraints....Pages 941-941
Optimization of a Signature Verification System Using Neural Networks....Pages 942-942
Incremental Case-based Pattern Classifier....Pages 943-943
Cepstral Blur Identification by Neural Network for Image Restoration Purpose....Pages 944-944
Reduced Pattern Recognizing Neural Nets....Pages 945-945
Digit Recognition by The Random Neural Network using Supervised Learning....Pages 946-946
Detecting Abnormalities in MRI Images Using the Difference Method....Pages 947-947
Front Matter....Pages 787-787
Neural Networks for the Echographic Diagnosis of Diffuse Liver Diseases....Pages 948-948
Neural Networks and the Travelling Salesman Problem....Pages 950-955
Automatically Structured Neural Networks For Handwritten Character And Word Recognition....Pages 956-961
Tracking Rain Cells in Radar Images using Multilayer Neural Networks....Pages 962-967
Neural Network Analysis of Plasma Spectra....Pages 968-972
Monitoring EEG Signal with the Self-Organizing Map....Pages 974-977
Invariant Pattern Recognition with Recovery of Transformation Parameters....Pages 978-981
Applying Dynamic Link Matching to Object Recognition in Real World Images....Pages 982-985
Performance of the Backpropagation Neural Network for Recognition of Radio Signals Using Time-Domain Features....Pages 986-989
Conceptual Fuzzy Sets Application to Facial Expression Recognition using Associative Memory System....Pages 990-993
Neocognitron with Non-uniform Receptive Fields....Pages 994-997
Hand-Written Character Recognition by a Structured Self-Growing Neural Network “CombNET-II”....Pages 998-1001
Segmentation Of Image Sequences Using Self-Organising Feature Maps....Pages 1002-1005
Combining Neural-Network and Statistical Methods in Seismic First-Arrival Picking....Pages 1006-1009
A Study of Neural Network Input Data for Ground Cover Identification in Satellite Images....Pages 1010-1013
On Generalization Ability of Cascaded Neural Net Architecture....Pages 1014-1014
Assessing the Latency of Peak Pa in Auditory Evoked Potentials using Neural Networks....Pages 1015-1015
A Self-organizing Network of Alterable Competitive Layer for Pattern Cluster....Pages 1016-1016
Prediction of Secondary Structures of Proteins....Pages 1017-1017
Cognitive Grammar and Map Digitization....Pages 1018-1018
Front Matter....Pages 787-787
On-line Learning With Learning Vector Quantization; A Case Study Of EEG Classification....Pages 1019-1019
Image Sequence Coding Using a Neural Vector Quantization....Pages 1020-1020
Minimum Distance Pattern Classifiers Based On A New Distance Metric....Pages 1021-1021
Knowledge Extraction by Self Organising Maps....Pages 1022-1022
Application Of The Sensitivity Algorithm In Biological Fields....Pages 1023-1023
Challenge of ANN to microelectronics....Pages 1025-1029
Implementation of Million Connections Neural Hardware with URAN-I....Pages 1030-1033
Multiprocessor and Memory Architecture of the Neurocomputer SYNAPSE-1....Pages 1034-1039
COKOS: A COprocessor for KOhonen’s Selforganizing Map....Pages 1040-1044
Hardware Implementation of Kohonen’s Feature Map by Scalar and SIMD-Array Processors....Pages 1046-1049
A Nonlinear Electronic Layer for Distributed Neural Nets....Pages 1050-1053
How to Find a Near Optimal Mapping of Neural Networks onto Message Passing Multicomputers....Pages 1054-1057
20 Million Patterns Per Second VLSI Neural Network Pattern Classifier....Pages 1058-1061
High-Density Analog-EEPROM Based Neural Network....Pages 1062-1065
A Simple Training Law Suitable for On-Chip Learning.....Pages 1066-1069
Simulation of Neural Networks and Genetic Algorithms in a Distributed Computing Environment Using NeuroGraph ....Pages 1070-1073
A Parallel Implementation of the Back-Propagation of Errors Learning Algorithm on a SIMD Parallel Computer....Pages 1074-1077
CONVIS, a Distributed Environment for Control and Visualization of Neural Network Simulation Programs....Pages 1078-1081
Mapping of Some Neural Network Algorithms to a General Purpose Parallel Neurocomputer....Pages 1082-1082
Architecture of Low Cost, Large Scale Neural Networks....Pages 1083-1083
Front Matter....Pages 787-787
A Generalized Recurrent Neural Network for Matrix Inversion....Pages 1084-1084
On the Realization of Back-Propagation on a Transputer Based System....Pages 1085-1085
Self-Organisation of Large Feature Maps using Local Computations: Analysis and VLSI Integration....Pages 1086-1086
NEUROCOBOL: A COBOL-like Neural Network Simulation Language Based on the Layer Macro Definition....Pages 1087-1087
Encapsulated Objects for Neural Network Simulation....Pages 1088-1088
A Harmony Theory Network Solution To The N-Queens Problem....Pages 1089-1089
Back Matter....Pages 1091-1095