Neural Nets WIRN Vietri-01

1. Front Matter

   Pages I-X

   PDF

2. Invited Paper

   1. Front Matter

      Pages 1-1

      PDF

   2. Computation in Neuromorphic Analog VLSI Systems

      • Giacomo Indiveri

      Pages 3-20

3. Review Paper

   1. Front Matter

      Pages 21-21

      PDF

   2. Neurofuzzy Approximator based on Mamdani’s Model

      • F. M. Mascioli Frattale, A. Mancini, A. Rizzi, M. Panella, G. Martinelli

      Pages 23-59

4. Eduardo R. Caianiello Lecture

   1. Front Matter

      Pages 61-61

      PDF

   2. Topics in Blind Signal Processing by Neural Networks

      • Simone Fiori

      Pages 63-74

5. Mark Aizerman Lecture

   1. Front Matter

      Pages 75-75

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   2. Fuzzy measure and the Choquet integral for group multicriteria decision making

      • Silvio Giove

      Pages 77-83

6. Architectures and Algorithms

   1. Front Matter

      Pages 85-85

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   2. Solving Min Vertex Cover with Iterated Hopfield Networks

      • A. Bertoni, P. Campadelli, G. Grossi

      Pages 87-95

   3. Recursive Processing of Directed Acyclic Graphs

      • M. Bianchini, M. Gori, IEEE Fellow, F. Scarselli

      Pages 96-101

   4. Detecting uncertainty regions for characterizing classification problems

      • Gian Paolo Drago, Marco Muselli

      Pages 102-107

   5. Support Vector Machines for uncertainty region detection

      • Gian Paolo Drago, Marco Muselli

      Pages 108-113

   6. A Learning Algorithm for Piecewise Linear Regression

      • Giancarlo Ferrari-Trecate, Marco Muselli, Diego Liberati, Manfred Morari

      Pages 114-119

   7. Specific Sequence Learning by an Adaptable Boolean Neural Network

      • F. E. Lauria, R. Prevete

      Pages 120-127

   8. Note Relevance Determination

      • Neil D. Lawrence

      Pages 128-133

   9. Learning Distributed Representations of Relational Data using Linear Relational Embedding

      • Alberto Paccanaro, Geoffrey E. Hinton

      Pages 134-143

   10. Payoff-monotonic Game Dynamics for the Maximum Clique Problem

       • Marcello Pelillo, Claudio Rossi

       Pages 144-150

   11. Phase Transitions in a Neural Model of Problem Solving

       • Maria Pietronilla Penna, Eliano Pessa

       Pages 151-156

This volume contains the proceedings of the 12th Italian Workshop on Neural Nets WIRN VIETRI-Ol, jointly organized by the International Institute for Advanced Scientific Studies "Eduardo R. Caianiello" (IIASS), the Societa Italiana Reti Neuroniche (SIREN), the IEEE NNC Italian RIG and the Italian SIG of the INNS. Following the tradition of previous years, we invited three foreign scientists to the workshop, Dr. G. Indiveri and Professors A. Roy and R. Sun, who respectively presented the lectures "Computation in Neuromorphic Analog VLSI Systems", "On Connectionism and Rule Extraction", "Beyond Simple Rule Extraction: Acquiring Planning Knowledge from Neural Networks" (the last two papers being part of the special session mentioned below). In addition, a review talk was presented, dealing with a very up-to-date topic: "NeuroJuzzy Approximator based on Mamdani's Model". A large part of the book contains original contributions approved by referees as oral or poster presentations, which have been assembled for reading convenience into three sections: Architectures and Algorithms, Image and Signal Processing, and Applications. The last part of the books contains the papers of the special Session "From Synapses to Rules". Our thanks go to Prof. B. Apolloni, who organized this section. Furthermore, two sections are dedicated to the memory of two great scientists who were friends in life, Professors Mark Aizerman and Eduardo R. Caianiello. The editors would like to thank the invited speakers, the review lecturers and all the contributors whose highly qualified papers helped with the success of the workshop.

• Biological Models
• Economic Applications
• Environmental Applications
• Hardware and software architectures
• Learning algorithms
• Mathematical Models
• Neural networks
• Neuro-fuzzy Models
• Pattern recognition
• Robotics
• Signal and image processing
• Support V
• artificial intelligence
• fuzzy logic
• fuzzy system

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

  Roberto Tagliaferri

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

  Maria Marinaro

Policies and ethics