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Neural Nets WIRN Vietri-99

Proceedings of the 11th Italian Workshop on Neural Nets, Vietri Sul Mare, Salerno, Italy, 20–22 May 1999

  • Conference proceedings
  • © 1999

Overview

Editors:
  1. Maria Marinaro

    1. Dipartimento di Scienze Fisiche, “E.R. Caianiello”, Universita di Salerno, Baronissi (SA), Italy

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    You can also search for this editor in PubMed   Google Scholar

  2. Roberto Tagliaferri

    1. DMI, Universita di Salerno, Baronissi (SA), Italy

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    You can also search for this editor in PubMed   Google Scholar

Part of the book series: Perspectives in Neural Computing (PERSPECT.NEURAL)

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Table of contents (47 papers)

  1. Front Matter

    Pages I-X
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  2. Invited Papers

    1. Front Matter

      Pages 1-1
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    2. On Sequential Bayesian Logistic Regression

      • Mahesan Niranjan
      Pages 3-11

    3. Simple Reverberations and the Mind

      • J. G. Taylor, N. Taylor
      Pages 12-38

  3. Review Papers

    1. Front Matter

      Pages 39-39
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    2. Computational Intelligence in Hydroinformatics: A Review

      • Gb. Cicioni, F. Masulli
      Pages 41-59

    3. Theory, Implementation, and Applications of Support Vector Machines

      • Massimiliano Pittore, Alessandro Verri
      Pages 60-77

  4. Eduardo R. Caianiello Lecture

    1. Front Matter

      Pages 79-79
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    2. Sensitivity Analysis and Learning of Non-Linear Dynamic Systems by Two Dual Signal-Flow-Graph Approaches

      • Paolo Campolucci
      Pages 81-103

  5. Mathematical Models

    1. Front Matter

      Pages 105-105
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    2. Interval Arithmetic Multilayer Perceptron as Possibility-Necessity Pattern Classifier

      • Gian Paolo Drago, Sandro Ridella
      Pages 107-112

    3. Polynomial Clusterons Exhibit Statistical Estimation Abilities

      • Simone Fiori, Pietro Burrascano
      Pages 113-119

    4. The N-SOBoS model

      • F. Frisone, P. G. Morasso
      Pages 120-126

    5. A Neural Network approach to detect functional MRI signal

      • F. Frisone, P. G. Morasso, P. Vitali, G. Rodriguez, A. Pilot, F. Sardanelli et al.
      Pages 127-132

    6. Continual Prediction using LSTM with Forget Gates

      • Felix A. Gers, Jürgen Schmidhuber, Fred Cummins
      Pages 133-138

    7. Dynamics of On-Line Learning in Radial Basis Function Neural Networks

      • Maria Marinaro, Silvia Scarpetta
      Pages 139-144

    8. Harmony Theory and Binding Problem

      • Eliano Pessa, Maria Pietronilla Penna
      Pages 145-150

    9. Online Learning with Adaptive Local Step Sizes

      • Nicol N. Schraudolph
      Pages 151-156

  6. Pattern Recognition and Signal Processing

    1. Front Matter

      Pages 157-157
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    2. A Feed-Forward Neural Network for Robust Segmentation of Color Images

      • C. Amoroso, A. Chella, V. Morreale, P. Storniolo
      Pages 159-164
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Keywords

About this book

From its early beginnings in the fifties and sixties, the field of neural networks has been steadily developing to become one of the most interdisciplinary areas of research within computer science. This volume contains a selection of papers from WIRN Vietri-99, the 11th Italian Workshop on Neural Nets. This annual event, sponsored, amongst others, by the IEEE Neural Networks Council and the INNS/SIG Italy, brings together the best of research from all over the world. The papers cover a range of topics within neural networks, including pattern recognition, signal and image processing, mathematical models, neuro-fuzzy models and economics applications.

Editors and Affiliations

  • Dipartimento di Scienze Fisiche, “E.R. Caianiello”, Universita di Salerno, Baronissi (SA), Italy

    Maria Marinaro

  • DMI, Universita di Salerno, Baronissi (SA), Italy

    Roberto Tagliaferri

Bibliographic Information

  • Book Title: Neural Nets WIRN Vietri-99

  • Book Subtitle: Proceedings of the 11th Italian Workshop on Neural Nets, Vietri Sul Mare, Salerno, Italy, 20–22 May 1999

  • Editors: Maria Marinaro, Roberto Tagliaferri

  • Series Title: Perspectives in Neural Computing

  • DOI: https://doi.org/10.1007/978-1-4471-0877-1

  • Publisher: Springer London

  • eBook Packages: Springer Book Archive

  • Copyright Information: Springer-Verlag London Limited 1999

  • Softcover ISBN: 978-1-4471-1226-6Published: 01 July 2012

  • eBook ISBN: 978-1-4471-0877-1Published: 06 December 2012

  • Series ISSN: 1431-6854

  • Edition Number: 1

  • Number of Pages: X, 430

  • Topics: Artificial Intelligence, Pattern Recognition, Complexity

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