Neural Nets WIRN VIETRI-97

Inhaltsverzeichnis

• Section 1 - Invited Paper.
• Latent Variables, Topographic Mappings and Data Visualization.
• Section 2 - Review Papers.
• Fuzzy Neural Networks for Pattern Recognition.
• A Unifying View of Gradient Calculations and Learning for Locally Recurrent Neural Networks.
• Section 3 - Eduardo R. Caianiello Lecture.
• Employment of a Progressive Learning Neural Network for Identification and Control.
• Section 4 - Mathematical Models.
• What Size Needs Testing?.
• Entropy Based Comparison of Neural Networks for Classification.
• A Hebbian Model for Space Representation.
• Sequences of Discrete Hopfield’s Networks for the Maximum Clique Problem.
• Rates of Approximation of Multivariable Functions by One-Hidden-Layer Neural Networks.
• Energy Functional and Fixed Points of a Neural Network.
• A Distribution-Free VC-Dimension-Based Performance Bound.
• Attractor Neural Networks as Models of Semantic Memory.
• Section 5 - Pattern Recognition and Robotics.
• Image Reconstruction Using a Hierarchical RBF Network Architecture.
• Word Recognition by MLP-Based Character Spotting and Dynamic Programming.
• Video Data Compression Using Multilayer Perceptrons.
• Speeding Up Neural Network Execution: An Application to Speech Recognition.
• Periodicity Analysis of Unevenly Spaced Data by Means of Neural Networks.
• Computational Maps for Articulatory Speech Synthesis.
• A Neural Solution for a Mobile Robot Navigation into Unknown Indoor Environments Using Visual Landmarks.
• Section 6 - Applications.
• An Application of the Bootstrap 632+ Rule to Ecological Data.
• Are Hybrid Fuzzy-Neural Systems Actually Useful in Plasma Engineering?.
• MAIA Neural Network: An Application to the Railway Anti-Skating System.
• On the Cognitive Behaviour of a Multi-Layer Perceptron in Forecasting Meteorological Visibility.
• Classifying Magnetic Resonance Spectra of Brain Neoplasms Using Fuzzy and Robust Gold Standard Adjustments.
• Self-Organization with a Large Medical Databases Using GTM for Prediction and Clustering.
• Icarus Platform: Software Integration of Several Intelligent Systems.
• Section 7 - Architectures and Algorithms.
• Plastic Tabu Search for Training Multilayer Perceptrons.
• Training Analog VLSI Multi Layer Perceptron Networks with Continuous Time Back Propagation.
• EM Algorithm: A Neural Network View.
• HW/SW Co-Design of a Complete Pre-Processing/Recognition System Based on Sgs-Thomson OCR Analog Chip.
• Interval Arithmetic Perceptron with Pruning Capability.
• Hidden Recursive Models.
• Geometrical Constructive Algorithms of Binary Neural Networks.
• On the Adaptable Boolean Neural Net Paradigm.
• Cluster Connections: A Visualization Technique to Reveal Cluster Boundaries in Self-Organizing Maps.
• Discriminative Least Squares Learning for Fast Adaptive Neural Equalization.
• Author Index.