EURASIP Workshop 1990: Sesimbra, Portugal

Invited Papers

• Eric B. Baum:
  When Are k-Nearest Neighbor and Back Propagation Accurate for Feasible Sized Sets of Examples? 2-25
  
• George Cybenko:
  Complexity Theory of Neural Networks and Classification Problems. 26-44
  

Theory, Algorithms

• Yves Chauvin:
  Generalization Performance of Overtrained Back-Propagation Networks. 46-55
  
• Erol Gelenbe:
  Stability of the Random Neural Network Model. 56-68
  
• Marco Gori, Giovanni Soda:
  Temporal Pattern Recognition Using EBPS. 69-80
  
• Thierry Hervé, Olivier François, Jacques Demongeot:
  Markovian Spatial Properties of a Random Field Describing a Stochastic Neural Network: Sequential of Parallel Implementation? 81-89
  
• Steve Renals:
  Chaos in Neural Networks. 90-99
  
• Richard Rohwer:
  The "Moving Targets" Training Algorithm. 100-109
  
• Fernando M. Silva, Luis B. Almeida:
  Acceleration Techniques for the Backpropagation Algorithm. 110-119
  
• S. C. Suddarth, Y. L. Kergosien:
  Rule-Injection Hints as a Means of Improving Network Performance and Learning Time. 120-129
  
• Sebastian Thrun, Alexander Linden:
  Inversion in Time. 130-140
  
• Lieven Vandenberghe, Shaohua Tan, Joos Vandewalle:
  Cellular Neural Networks: Dynamic Properties and Adaptive Learning Algorithm. 141-150
  
• Lei Xu, Erkki Oja:
  Improved Simulated Annealing, Boltzmann Machine, and Attributed Graph Matching. 151-160
  

Speech Processing

• Tony Bell:
  Artificial Dendritic Learning. 162-174
  
• Gordon D. A. Brown:
  A Neural Net Model of Human Short-Term Memory Development. 175-185
  
• Nobuo Hataoka, Akio Amano, Toshiyuki Aritsuka, Akira Ichikawa:
  Large Vocabulary Speech Recognition Using Neural-Fuzzy and Concept Networks. 186-196
  
• Mahesan Niranjan, Frank Fallside:
  Speech Feature Extraction Using Neural Networks. 197-204
  
• Gerhard Rigoll:
  Neural Network Based Continuous Speech Recognition by Combining Self Organizing Feature Maps and Hidden Markov Modeling. 205-214
  

Image Processing

• Thierry M. Bernard, P. Garda, F. Devos, Bertrand Zavidovique:
  Ultra-Small Implementation of a Neural Halftoning Technique. 216-224
  
• Jonathan Kennedy, Pietro Morasso:
  Application of Self-Organizing Networks to Signal Processing. 225-232
  
• Stefanos D. Kollias:
  A Study of Neural Network Applications to Signal Processing. 233-242
  

Implementation

• Christian Jutten, A. Guérin, Jeanny Hérault:
  Simulation Machine and Integrated Implementation of Neural Networks: a Review of Methods, Problems and Realizations. 244-266
  
• Ulrich Rückert:
  VLSI Implementation of an Associative Memory Based on Distributed Storage of Information. 267-276