Neural Nets WIRN Vietri-01: Proceedings of the 12th Italian Workshop on Neural Nets, Vietri sul Mare, Salerno, Italy, 17-19 May 2001

Overview

This book contains the proceedings of the 12th Italian workshop on neural nets which was held in Salerno, Italy from 17-19 May 2001. Bringing together the very best research and development from the scientific community, it provides in-depth analyses of topics in the areas of Architectures and Algorithms, Image and Signal Processing, and Applications.
Of particular interest are the following:
Invited lectures on: Computation in Neuromorphic ...
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Paperback (Softcover reprint of the original 1st ed. 2002)
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Overview

This book contains the proceedings of the 12th Italian workshop on neural nets which was held in Salerno, Italy from 17-19 May 2001. Bringing together the very best research and development from the scientific community, it provides in-depth analyses of topics in the areas of Architectures and Algorithms, Image and Signal Processing, and Applications.
Of particular interest are the following:
Invited lectures on: Computation in Neuromorphic Analog VLSI Systems; On Connectionism and Rule Extraction; and Beyond Simple Rule Extraction: Acquiring Planning Knowledge from Neural Networks;
A review talk on: Neurofuzzy Approximator Based on Mamdani's Model;
Papers from a special session on: From Synapses to Rules.
This volume provides a state-of-the-art overview of current research and will be of interest to graduate and postgraduate students and researchers in the fields of computer science; engineering; physics and mathematics.
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Product Details

  • ISBN-13: 9781447110965
  • Publisher: Springer London
  • Publication date: 7/28/2013
  • Series: Perspectives in Neural Computing Series
  • Edition description: Softcover reprint of the original 1st ed. 2002
  • Pages: 337
  • Product dimensions: 6.14 (w) x 9.21 (h) x 0.73 (d)

Table of Contents

Computation in Neuromorphic Analog VLSI Systems.- Neurofuzzy Approximator Based on Mamdani's Model.- Topics in Blind Signal Processing by Neural Networks.- Fuzzy Measures and the Choquet Integral for Group Multicriteria Decision Making.- Solving Min Vertex Cover with Iterated Hopfield Networks.- Recursive Processing of Directed Acyclic Graphs.- Detecting Uncertainty Regions for Characterizing Classification Problems.- Support Vector Machines for Uncertainty Region Detection.- A Learning Algorithm for Piecewise Linear Regression.- Specific Sequence Learning by an Adaptable Boolean Neural Network.- Node Relevance Determination.- Learning Distributed Representations of Relational Data Using Linear Relational Embedding.- Payoff-Monotonic Game Dynamics for the Maximum Clique Problem.- Phase Transitions in a Neural Model of Problem Solving.- A Cortical Architecture for the Binocular Perception of Motion-in-Depth.- A Neural Network-Based Approach to System Identification for Whitening Interferometer Spectra.- A Neural Cursive Character Recognizer.- Optimal Parameters in Neural Network Models for Speech Phoneme Characterization.- Signal Classification Using Neural Networks.- Applying LSTM to Time Series Predictable Through Time-Window Approaches.- Standard Error Estimation in Neural Network Regression Models: The AR-Sieve Bootstrap Approach.- Fuzzy Connections in Realistic Real-Time Facial Amination.- An Acoustic Passive Detector for Traffic Counts with Neural Networks.- A Fuzzy-G.M.D.H. Approach to V.a.R.- Self-Organizing Maps for Content-Based Music Clustering.- Development of a Fuzzy Logic Control for Dialysis Application.- Evaluation of Teaching Activity Through a Fuzzy System.- A Neural Solution to the Symbol Grounding Problem.- Hole Identification System in Conducting Plates by Using Wavelet Networks.- Neuro-Fuzzy Techniques to Estimate and Predict Atmospheric Pollutant Levels.- On Connectionism and Rule Extraction.- Beyond Simple Rule Extraction: Acquiring Planning Knowledge from Neural Networks.- Twisting Features with Properties.- Neural Nets and the Puzzle of Intentionality Where Thought Lives: Place or Palace?- Author Index.
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