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" Neural nets, WIRN Vietri-96 : "
Maria Marinaro and Roberto Tagliaferri, eds.
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BL
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| Record Number
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737343
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b557211
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| Main Entry
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Maria Marinaro and Roberto Tagliaferri, eds.
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Neural nets, WIRN Vietri-96 : : proceedings of the 8th Italian Workshop on Neural Nets, Vietri sul Mare, Salerno, Italy, 23-25 May 1996\ Maria Marinaro and Roberto Tagliaferri, eds.
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| Publication Statement
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London ; New York: Springer, ©1997.
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| Series Statement
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Perspectives in neural computing.
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(xi, 343 pages) : illustrations
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| ISBN
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1447109511
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: 1447112407
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: 9781447109518
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: 9781447112402
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| Contents
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Section 1 --;Invited Paper --;A Class of Cost Functions for Independence --;Section 2 --;Review Papers --;Virtual Reality and Neural Networks --;Recent Results in On-Line Prediction and Boosting --;Section 3 --;Eduardo R. Caianiello Lectures --;Input/Output HMMs: A Recurrent Bayesian Network View --;Neural Nonlinear Controllers and Observers:Stability Results --;Section 4 --;Mathematical Models --;Neural Network Fuzzification: A Critical Review of the Fuzzy Learning Vector Quantization Model --;Cultural Evolution in a Population of Neural Networks --;A New Incremental Learning Technique --;Solving Algebraic and Geometrical Problems Using Neural Networks --;A Bayesian Framework for Associative Memories --;Proof of the Universal Approximation of a Set of Fuzzy Functions --;The Computational Neural Map and its Capacity --;Classification of Structures by Recurrent Neural Networks --;Section 5 --;Pattern Recognition and Robotics --;Neuro-Fuzzy Processing of Remote Sensed Data --;The Use of Neural Networks for the Automatic Detection and Classification of Weak Photometric Sub-Components in Early-Type Galaxies --;A Generalized Regularization Network for Remote Sensing Data Classification --;A Hybrid Neural Network Architecture for Dynamic Scene Understanding --;Proposal of a Darwin-Neural Network for a Robot Implementation --;A Novel Hypothesis on Cortical Map: Topological Continuity --;A Mlp-Based Digit and Uppercase Characters Recognition System --;Are Multilayer Perceptrons Adequate for Pattern Recognition and Verification? --;Computational Intelligence in Electromagnetics --;M.A.I.A. Unsupervisioned Neural Network in the Compression and Decompression of Images --;Fast Spline Neural Networks for Image Compression --;Age Estimates of Stellar Systems by Artificial Neural Networks --;Section 6 --;Applications --;Neural Nets for Hybrid On-Line Plant Control --;Using Fuzzy Logic to Solve Optimization Problems by Hopfield Neural Model --;FIR NNs and Time Series Prediction: Applications to Stock Market Forecasting --;Simulation of Traffic Flows in Transportation Nets with Unsupervisioned MAIA Neural Net --;Towards Fog Forecasting in Meteorology by Means of Back-Propagation Neural Networks with Weighted Least-Squares Training --;Spectral Mapping: A Comparison of Connectionist Approaches --;Section 7 --;Architectures and Algorithms --;A Reconfigurable Analog VLSI Neural Network Architecture with Non Linear Synapses --;Off-Chip Training of Analog Hardware Feed-Forward Neural Networks through Hyper --;Floating Resilient Propagation --;A Learning Strategy which Increases Partial Fault Tolerance of Neural Nets --;An Integrated Neural and Algorithmic System for Optical Flow Computation --;FIR NNs and Temporal BP: Implementation on the Meiko CS-2 --;Some Comments and Experimental Results on Bayesian Regularization --;Constructive Fuzzy Neural Networks --;An Adaptable Boolean Neural Net Trainable to Comment on its Own Innerworkings --;Fast Training of Recurrent Neural Networks by the Recursive Least Squares Method --;Author Index.
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| Abstract
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The papers in this work cover topics related to neural networks, including pattern recognition, signal processing, theoretical models, applications in science and industry, virtual reality, fuzzy systems and software algorithms.
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| Subject
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Neural networks (Computer science)
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| LC Classification
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QA76.87M375 1997
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| Added Entry
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M Marinaro
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Roberto Tagliaferri
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