Neural Nets Edition. ed., 11th, WIRN VIETRI '99 - Proceedings of the 11th Italian Workshop on Neural Nets, Vietri sul Mare, Salerno, Italy, 20-22 May 1999 [Kõva köide]

Section 1 - Invited Papers 1(38) On Sequential Bayesian Logistic Regression 3(9) Niranjan M. Simple Reverberations and the Mind 12(27) Taylor J.G. Taylor N. Section 2 - Review Papers 39(40) Computational Intelligence in Hydroinformatics: a Review 41(19) Cicioni Gb. Masulli F. Theory, Implementation, and Applications of Support Vector Machines 60(19) Pittore M. Verri A. Section 3 - Eduardo R. Caianiello Lecture 79(26) Sensitivity Analysis and Learning of Non-Linear Dynamic Systems by Two Dual Signal-Flow-Graph Approaches 81(24) Campolucci P. Section 4 - Mathematical Models 105(52) Interval Arithmetic Multilayer Perceptron as Possibility-Necessity Pattern Classifier 107(6) Drago G.P. Ridella S. Polynomial Clusterons Exhibit Statistical Estimation Abilities 113(7) Fiori S. Burrascano P. The N-SOBoS Model 120(7) Frisone F. Morasso P.G. A Neural Network Approach to Detect Functional MRI Signal 127(6) Frisone F. Morasso P.G. Vitali P. Rodriguez G. Pilot A. Sardanelli F. Rosa M. Continual Prediction using LSTM with Forget Gates 133(6) Gers F.A. Schmidhuber J. Cummins F. Dynamics of On-Line Learning in Radial Basis Function Neural Networks 139(6) Marinaro M. Scarpetta S. Harmony Theory and Binding Problem 145(6) Pessa E. Pietronilla Penna M. Online Learning with Adaptive Local Step Sizes 151(6) Schraudolph N.N. Section 5 - Pattern Recognition and Signal Processing 157(78) A Feed-Forward Neural Network for Robust Segmentation of Color Images 159(6) Amoroso C. Chella A. Morreale V. Storniolo P. Parameter Identification using Aspects - Application to the Human Cardiovascular System 165(6) Asteroth A. Frings-Naberschulte J. Moller K. A Neural Network Based ARX Model of Virgo Noise 171(13) Barone F. De Rosa R. Eleuteri A. Garufi F. Milano L. Tagliaferri R. Local Wavelet Decomposition and its Application to Face Reconstruction 184(6) Borghese N.A. Ferrari S. Piuri V. A Multilayer Perceptron for Fast Interpolation of JPEG/MPEG Coded Images 190(5) Carrato S. The Automatic Detection of Microcalcification Clusters in the CALMA Project: Status and Perspectives 195(5) Delogu P. Signal Classification by Subspace Neural Networks 200(6) Di Giacomo M. Martinelli G. Weightless Neural Networks for Face Recognition 206(7) Lauria S. Mitchell R. The Search for Spiculated Lesions in the CALMA Project: Status and Perspectives 213(7) Palmiero R. A Novel Wavelet Filtering Method in SAR Image Classification by Neural Networks 220(6) Simone G. Morabito F.C. Neural Networks for Spectral Analysis of Unevenly Sampled Data 226(9) Tagliaferri R. Ciaramella A. Milano L. Barone F. Section 6 - Architectures and Algorithms 235(80) Recursive Networks: an Overview of Theoretical Results 237(6) Bianchini M. Gori M. Scarselli F. A Persistent and Parallel Approach to Object Oriented ANNs Simulators 243(6) dAcierno A. Marra I. Sansone L. An Experimental Comparison of Three PCA Neural Techniques 249(7) Fiori S. Scale Based Clustering Optimization via Gravitational Law Imitation 256(10) Frattale Mascioli F.M. Rizzi A. Scrocca G. Martinelli G. A General Assembly as Implementation of a Hebbian Rule in a Boolean Neural Network 266(6) Lauria F.E. Milo M. Prevete R. Visco S. Training Semiparametric Support Vector Machines 272(6) Mattera D. Palmieri F. Haykin S. Building Neural and Logical Networks with Hamming Clustering 278(6) Muselli M. Inferring Understandable Rules through Digital Synthesis 284(6) Muselli M. Liberati D. From Spiking Neurons to Dynamic Perceptrons 290(6) Palmieri F. Luongo A. Moiseff A. Using the Hermite Regression Algorithm to Improve the Generalization Capability of a Neural Network 296(6) Pilato G. Sorbello F. Vassallo G. Development of Selectivity Maps in a BCM Network using Various Connectivity Schemes 302(6) Remondini D. Castellani G.C. Bazzani A. Campanini R. Bersani F. An Analog On-chip Learning Architecture Based on Weight Perturbation Algorithm and on Current Mode Translinear Circuits 308(7) Valle M. Diotalevi F. Bo G.M. Biglieri E. Caviglia D.D. Section 7 - Applications 315(28) Gesture Recognition using hybrid SOM/DHMM 317(6) Corradini A. Gross H.M. A Fuzzy Neural Network for Urban Environment Monitoring System: the Villa San Giovanni Study Case 323(6) Marino D. Morabito F.C. Real Time Neural Network Disruption Prediction in Tokamak Reactors 329(6) Morabito F.C. Versaci M. On-line Quality Control of DC Permanent Magnet Motor using Neural Networks 335(8) Solazzi M. Uncini A. Section 8 - Neural Networks in Economics 343(86) S. Giove M. Salzano Fuzzy Local Algorithms for Time Series Analysis and Forecasting 345(12) Giove S. Neural Networks Applications in Economics: a Statistical Point of View 357(19) Lauro N.C. Davino C. Vistocco D. Regional Economic Policy and Computational Economics 376(15) Marino D. Neural Networks for Economic Forecasting 391(17) Salzano M. A Fuzzy Classification for the Definition of Industrial District 408(6) Bruni S. Facchinetti G. Paba S. A Combination of Tools: NLS and NN Estimation of the Expenditure in Durables. Determinants, Trend and Forecasting for the Vehicles Sector 414(9) DOrio G. Estimating the Conditional Mean of a Non-linear Time Series using Neural Networks 423(6) Giordano F. Perna C. Author Index 429