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Neural Nets WIRN VIETRI-98

Proceedings of the 10th Italian Workshop on Neural Nets, Vietri sul Mare, Salerno, Italy, 21–23 May 1998

  • Conference proceedings
  • © 1999

Overview

Editors:
  1. Maria Marinaro

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

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  2. Roberto Tagliaferri

    1. Dipartimento di Informatica ed Applicazioni “R.M. Capocelli”, Università di Salerno, Baronissi (SA), Italy

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

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Table of contents (45 papers)

  1. Front Matter

    Pages I-X
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  2. Marco Protasi Lectures

    1. Front Matter

      Pages 1-1
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    2. In Memory of Marco Protasi

      • Stefano Fanelli
      Pages 3-8

    3. Computational Suspiciousness of Learning in Artificial Neural Nets

      • S. Fanelli, P. Frasconi, M. Gori, M. Protasi
      Pages 9-15

  3. Invited Papers

    1. Front Matter

      Pages 17-17
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    2. Software Foundation Libraries for Intelligent Systems

      • Pierre Baldi, Yves Chauvin, Van Mittal-Henkle
      Pages 19-39

    3. Theoretical Approaches to On-line Learning in Smooth Multilayer Nets

      • David Saad, Magnus Rattray
      Pages 40-59

  4. Review Paper

    1. Front Matter

      Pages 61-61
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    2. Combining Neural Networks and Hidden Markov Models for Speech Recognition

      • Edmondo Trentin, Marco Gori
      Pages 63-79

  5. Eduardo R. Caianiello Lecture

    1. Front Matter

      Pages 81-81
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    2. Cellular Neural Networks: an Approach to Circuit Design and Information Processing

      • Gianluca Setti, Patrick Thiran, Claudio Serpico
      Pages 83-99

  6. Mathematical Models

    1. Front Matter

      Pages 101-101
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    2. Correlation Collapse under Persistent Input Derangement in the Nervous System. Fitting pRAM Models for Thalamo-cortical Circuits

      • B. Apolloni, D. de Falco, S. Iamundo, G. Biella, M. L. Sotgiu, T. Clarkson et al.
      Pages 103-112

    3. A New Incremental Strategy for Function Approximation by Radial Basis Function Neural Networks

      • A. Esposito, M. Marinaro, D. Oricchio, S. Scarpetta
      Pages 113-119

    4. Soft-competitive versus EM learning in cortical map modeling

      • Francesco Frisone, Pietro G. Morasso
      Pages 120-125

    5. Spatio-temporal cortical activity patterns in cognitive tasks using fMRI

      • F. Frisone, P. G. Morasso, G. Iannò, M. Marongiu, P. Vitali, G. Rodriguez
      Pages 126-131

    6. Support Vector Machine for Nonparametric Binary Hypothesis Testing

      • Davide Mattera, Francesco Palmieri
      Pages 132-137

    7. Learning the Amplitude of Activation Functions in Layered Networks

      • Edmondo Trentin
      Pages 138-144

    8. The BRAIN Learning Algorithm

      • Salvatore Rampone
      Pages 145-152

    9. Training Data Selection for Optimal Generalization with Noise Variance Reduction in Neural Networks

      • Sethu Vijayakumar, Masashi Sugiyama, Hidemitsu Ogawa
      Pages 153-166
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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 selected papers from WIRN Vietri-98, the 10th Italian Workshop on Neural Nets, 21-23 May 1998, Vietri sul Mare, Salerno, Italy. This annual event, sponsored amongst others by the IEEE Neural Network Council and the INNS/SIG Italy, brings together the best of research from all over the world. The papers cover a range of key topics within neural networks, including pattern recognition, signal processing, hybrid systems, mathematical models, hardware and software design, and fuzzy techniques. It also includes two review talks on a Morpho-Functional Model to Describe Variability Found at Hippocampal Synapses and Neural Networks and Speech Processing. By providing the reader with a comprehensive overview of recent research in this area, the volume makes a valuable contribution to the Perspectives in Neural Computing Series.

Editors and Affiliations

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

    Maria Marinaro

  • Dipartimento di Informatica ed Applicazioni “R.M. Capocelli”, Università di Salerno, Baronissi (SA), Italy

    Roberto Tagliaferri

Bibliographic Information

  • Book Title: Neural Nets WIRN VIETRI-98

  • Book Subtitle: Proceedings of the 10th Italian Workshop on Neural Nets, Vietri sul Mare, Salerno, Italy, 21–23 May 1998

  • Editors: Maria Marinaro, Roberto Tagliaferri

  • Series Title: Perspectives in Neural Computing

  • DOI: https://doi.org/10.1007/978-1-4471-0811-5

  • Publisher: Springer London

  • eBook Packages: Springer Book Archive

  • Copyright Information: Springer-Verlag London Limited 1999

  • Softcover ISBN: 978-1-4471-1208-2Published: 18 September 2011

  • eBook ISBN: 978-1-4471-0811-5Published: 06 December 2012

  • Series ISSN: 1431-6854

  • Edition Number: 1

  • Number of Pages: X, 390

  • Topics: Artificial Intelligence, Pattern Recognition, Complexity

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