Proceedings book available

Mon Feb 5 13:46:27 EST 1990

The proceedings volume of the EURASIP Workshop on Neural Networks
(Sesimbra, Portugal, 15-17 Feb. 1990) is already available from
Springer-Verlag. It has been published in their Lecture Notes in
Computer Science series, and the complete reference is:

Neural Networks
EURASIP Workshop 1990
Sesimbra, Portugal, February 1990
Proceedings
L. B. Almeida and C. J. Wellekens (Eds.)
Springer-Verlag, 1990

The volume contains two invited papers, by Eric Baum and George
Cybenko, and the full contributions to the workshop, which were
evaluated by an international technical committee, resulting in
the acceptance of only 40% of the submissions.

Below is the table of contents. Have a good reading!

Luis B. Almeida

INESC                             Phone: +351-1-544607
Apartado 10105                    Fax:   +351-1-525843
P-1017 Lisboa Codex
Portugal

lba at inesc.inesc.pt                (from Europe)
lba%inesc.inesc.pt at uunet.uu.net   (from outside Europe)
lba at inesc.uucp                    (if you have access to uucp)

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TABLE  OF  CONTENTS

PART I - Invited Papers	

When Are k-Nearest Neighbor and Back Propagation 
Accurate for Feasible Sized Sets of Examples?
E.B. Baum		

Complexity Theory of Neural Networks and 
Classification Problems
G. Cybenko		

PART II - Theory, Algorithms	

Generalization Performance of Overtrained 
Back-Propagation Networks 
Y. Chauvin 		

Stability of the Random Neural Network Model
E. Gelenbe 		

Temporal Pattern Recognition Using EBPS
M. Gori, G. Soda 		

Markovian Spatial Properties of a Random Field 
Describing a Sthochastic Neural Network: Sequential 
or Parallel Implementation?
T.Herve, O. Francois, J. Demongeot     	

Chaos in Neural Networks
S. Renals 	

The "Moving Targets" Training Algorithm
R. Rohwer 	

Acceleration Techniques for the Backpropagation Algorithm
F.M. Silva, L.B. Almeida 

Rule-Injection Hints as a Means of Improving Network 
Performance and Learning Time
S.C. Suddarth, Y.L. Kergosien 

Inversion in Time
S. Thrun, A. Linden 	

Cellular Neural Networks: Dynamic Properties and 
Adaptive Learning Algorithm
L. Vandenberghe, S. Tan, J. Vandewalle

Improved Simulated Annealing, Boltzmann Machine, 
and Attributed Graph Matching
L. Xu, E. Oja	

PART III - Speech Processing

Artificial Dendritic Learning
T. Bell	

A Neural-Net Model of Human Short-Term Memory Development
G.D.A. Brown	

Large Vocabulary Speech Recogntion Using Neural-Fuzzy 
and Concept Networks
N. Hataoka, A. Amano, T. Aritsuka, A. Ichikawa

Speech Feature Extraction Using Neural Networks
M. Niranjan, F. Fallside

Neural Network Based Continuous Speech Recogntion 
by Combining Self Organizing Feature Maps and 
Hidden Markov Modeling
G. Rigoll	

PART IV - Image Processing

Ultra-Small Implementation of a Neural Halftoning Technique
T. Bernard, P. Garda, F. Devos, B. Zavidovique

Application of Self-Organizing Networks to Signal Processing
J. Kennedy, P. Morasso

A Study of Neural Network Applications to Signal Processing
S. Kollias	

PART V - Implementation

Simulation Machine and Integrated Implementation of 
Neural Networks: a Review of Methods, 
Problems and Realizations
C. Jutten, A. Guerin, J. Herault    

VLSI Implementation of an Associative Memory Based 
on Distributed Storage of Information
U. Rueckert	

Luis B. Almeida

INESC                             Phone: +351-1-544607
Apartado 10105                    Fax:   +351-1-525843
P-1017 Lisboa Codex
Portugal