Volume 5, Number 1, March 1994

• 
  Florence d'Alché-Buc, Vincent Andrés, Jean-Pierre Nadal: Rule Extraction with Fuzzy Neural Network. 1-11
• 
  Hsin-Chia Fu, Jean Jyh-Jiun Shann: A Fuzzy Neural Network for Knowledge Learning. 13-22
• 
  Gary Vrckovnik, T. Chung, C. R. Carter: Classification of Impulse Radar Waveforms Using Neural Networks. 23-37
• 
  Jianbin Hao, Joos Vandewalle: A New Model of Neural Associative Memories. 39-47
• 
  Paul C. Bressloff: Learning Temporal Sequences from Examples in a Local Feedback Neural Network. 49-58
• 
  Neil Burgess: A Constructive Algorithm that Converges for Real-Valued Input Patterns. 59-66
• 
  Byoung-Tak Zhang: Accelerated Learning by Active Example Selection. 67-75
• 
  Mohammad Bahrami, Keith E. Tait: Model Reference Direct Adaptive Control of Nonlinear Plants Using Neural Networks. 77-82

Volume 5, Number 2, June 1994

• 
  Aron Gutman: Gelfand-Tsetlin Principle of Minimal Afferentation and Bistability of Dendrites. 83-86
• 
  Sungzoon Cho, James A. Reggia: Map Formation in Proprioceptive Cortex. 87-101
• 
  Cheng-Chin Chiang, Hsin-Chia Fu: On the Classification Capability of a Dynamic Threshold Neural Network. 103-114
• 
  Mostefa Golea: Average Case Analysis of an Hebb-Type Rule that Finds the Network Connectivity. 115-122
• 
  Daniel A. Stariolo, Constantino Tsallis: Optimal Hebbian Learning Rules and the Role of Asymmetry. 123-129
• 
  Daniel S. Yeung, Hing-Yip Chan, Kwan-Fai Cheung: Incorporating Production Rules with Spatial Information Onto a Neocognitron Neural Network. 131-142
• 
  Hong Yan: Constrained Learning Vector Quantization. 143-152

• 
  Rémi Monasson: Letter to the Editor: A Storage Algorithm for Two-Layered Neural Networks. 153-156

• 
  Lars Kai Hansen: Book Review: "Time Series Prediction: Forecasting the Future and Understanding the Past", Eds. Andreas S. Weigend and Neil A. Gershenfeld. 157-158

Volume 5, Number 3, September 1994

• 
  Rune Lende, László Pál Csernai, D. Kamp: Classification Of Genetic Sequences With Backpropagation. 159-163
• 
  Subramania I. Sudharsanan, Malur K. Sundareshan: Supervised Training of Dynamical Neural Networks for Associative Memory Design and Identification of Nonlinear Maps. 165-180
• 
  Bo Cartling: Generation of Associative Processes in a Neural Network with Realistic Features of Architecture and Units. 181-194
• 
  Young-Keun Park, Vladimir Cherkassky: Neural Network for Control of Rearrangeable Clos Networks. 195-205
• 
  Younès Bennani: Multi-Expert and Hybrid Connectionist Approach for Pattern Recognition: Speaker Identification Task. 207-216
• 
  Andreas Wendemuth: Storage Capacity Bounds in Multilayer Neural Networks. 217-228
• 
  Kiichi Urahama, Tadashi Yamada: Constrained Potts Mean Field Systems and Their Electronic Implementation. 229-239
• 
  Eric Goles Ch., Martín Matamala: Dynamical and Complexity Results for High Order Neural Networks. 241-252

• 
  Thomas Sams, Peter Laursen, Leena Eskelinen: Letter to the Editor: Response Classification in Psychological Testing Using a Neural Network. 253

• 
  David G. Stork: Book Review: Handbook of Pattern Recognition & Computer Vision, Edited by C. H. Chen, L. F. Pau and P. S. P. Wang. 257-258

Volume 5, Number 4, December 1994

• 
  Florence d'Alché-Buc, Didier Zwierski, Jean-Pierre Nadal: Trio Learning: A New Strategy for Building Hybrid Neural Trees. 259-274
• 
  Dimitris I. Tsioutsias, Eric Mjolsness: Optimization Dynamics for Partitioned Neural Networks. 275-286
• 
  Michal Zochowski, Maciej Lewenstein, Andrzej Nowak: Local Noise in Neural Networks Models with Self-Control. 287-298
• 
  Robert N. Sharpe, Mo-Yuen Chow: Relationship Between a Fuzzy Logic and a Steepest Descent Approach to Optimize a Feedforward Artificial Neural Network Configuration. 299-312
• 
  Mark Dolson: Discriminative Nonlinear Dimensionality Reduction for Improved Classification. 313-333
• 
  Jianbin Hao, Joos Vandewalle, Shaohua Tan: Predictive Control of Nonlinear Systems Based on Identification by Backpropagation Networks. 335-344
• 
  Daniel S. Yeung, Hing-Yip Chan: A Hybrid Cognitive System Using Production Rules to Synthesize Neocognitrons. 345-355
• 
  Jing Wu, Hong Yan, Andrew Chalmers: Handwritten Digit Recognition Using Two-Layer Self-Organizing Maps. 357-362

• 
  Richard Lippmann: Book Review: Neural Networks, a Comprehensive Foundation, by Simon Haykin. 363-364

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