Neural Processing Letters, Volume 8

Volume 8, Number 1, 1998

Yoram Baram: Classification by Density Intersection. 1-8
Ying Tan, Zhenya He: Arbitrary FIR Filter Synthesis Using a Neural Network. 9-13
C. Privault, Laurent Hérault: Constraints Satisfaction through Recursive Neural Networks with Mixed Penalties: a Case Study. 15-26
Mark Girolami: The Latent Variable Data Model for Exploratory Data Analysis and Visualisation: A Generalisation of the Nonlinear Infomax Algorithm. 27-39
Jung-Hua Wang, Wei-Der Sun: Improved Representation-burden Conservation Network for Learning Non-stationary VQ. 41-53
Juan J. Merelo Guervós, Alberto Prieto, Federico Morán, Roberto Marabini, José María Carazo: Automatic Classification of Biological Particles from Electron-microscopy Images Using Conventional and Genetic-algorithm Optimized Learning Vector Quantization. 55-65
Rajani R. Joshi, R. Deepalakshmi: Ann Algorithm for Incremental Machine Learning: Heuristics in a Bayesian Technique. 67-82
Stephanie Muller, Patrick Garda, Jean-Denis Muller, Rene Crusem, Yves Cansi: A Neuro-fuzzy Coding for Processing Incomplete Data: Application to the Classification of Seismic Events. 83-91

Natan Peterfreund, Yoram Baram: Trajectory Control of Convergent Networks. 99-106
Cyril Goutte: Behaviour in 0 of the Neural Networks Training Cost. 107-116
Norbert Krüger: Collinearity and Parallelism are Statistically Significant Second-Order Relations of Complex Cell Responses. 117-129
Shouling He, Rolf Unbehauen: Approximate Feedback Linearisation Using Multilayer Neural Networks. 131-144
Denis Bonnet, Alain Grumbach, Veronique Labouisse: On the Parsimony of the Multi-Layer Perceptrons when Processing Encoded Symbolic Variables. 145-153
Markus Peura: The Self-Organizing Map of Trees. 155-162
Dario Albesano, Roberto Gemello, Franco Mana: Speeding up MLP Execution through Difference Forward Propagation. 163-179
Steven Raekelboom, Marc M. Van Hulle: The Softmap Algorithm. 181-192

Valeriu Beiu, Hanna E. Makaruk: Deeper Sparsely Nets can be Optimal. 201-210
Li-Hui Chen, Hock Chuan Chua, Poy-Boon Tan: Grammatical Inference using an Adaptive Recurrent Neural Network. 211-219
Ki-Hwan Ahn, Yoon Kyung Choi, Soo-Young Lee: Pruned Feed-forward Networks for Efficient Implementation of Multiple FIR Filters with Arbitrary Frequency Responses. 221-227
Antonio B. Torralba, Jeanny Hérault: Minimal complexity velocity-tuned filters with analogue neuromorphic networks: A theoretical approach for efficient design. 229-239
Bailing Zhang, Minyue Fu, Hong Yan: Handwritten Digit Recognition by a Mixture of Local Principal Component Analysis. 241-252
Mu-Chun Su, Hsiao-Te Chang: Extracting Rules from Composite Neural Networks for Medical Diagnostic Problems. 253-263