Journal: Neural Processing Letters

Volume 11, Issue 3

173 -- 184Sergio Bermejo, Joan Cabestany. A Batch Learning Vector Quantization Algorithm for Nearest Neighbour Classification
185 -- 195Andreu Català, Cecilio Angulo. A Comparison between the Tikhonov and the Bayesian Approaches to Calculate Regularisation Matrices
197 -- 208Eduardo Ros Vidal, Francisco J. Pelayo, P. Martin-Smith, Ignacio Rojas, D. Palomar, Alberto Prieto. Competitive and Temporal Inhibition Structures with Spiking Neurons
209 -- 218Simone Fiori. An Experimental Comparison of Three PCA Neural Networks
219 -- 228Primoz Potocnik, Igor Grabec, Marko Setinc, Janez Levec. Neural Net Based Hybrid Modeling of the Methanol Synthesis Process
229 -- 238Steven Walczak, John E. Scharf. Transfusion Cost Containment for Abdominal Surgery with Neural Networks

Volume 11, Issue 2

87 -- 105Miguel A. Atencia Ruiz, Gonzalo Joya Caparrós, Francisco Sandoval Hernández. A Formal Model for Definition and Simulation of Generic Neural Networks
107 -- 112Arnold Shu-Yan Wong, Kwok-Wo Wong, Chi-Sing Wong. A Practical Sequential Method for Principal Component Analysis
113 -- 129Jacob Barhen, R. Cogswell, Vladimir Protopopescu. Single-Iteration Training Algorithm for Multi-Layer Feed-Forward Neural Networks
131 -- 138Katerina Hlavácková-Schindler, Manfred M. Fischer. An Incremental Algorithm for Parallel Training of the Size and the Weights in a Feedforward Neural Network
139 -- 151Jung-Hua Wang, Chung-Yun Peng. A Novel Self-Creating Neural Network for Learning Vector Quantization
153 -- 169Chun-Liang Lin, Teng-Hsien Huang. A Novel Approach Solving for Linear Matrix Inequalities Using Neural Networks
171 -- 0M. Jedra, A. El Ouardighi, Abderrahmane Essaid, Mohamed Limouri. Erratum: A Bi-Directional Multilayer Perceptron

Volume 11, Issue 1

1 -- 5Danilo P. Mandic, Jonathon A. Chambers. Towards the Optimal Learning Rate for Backpropagation
7 -- 15Vincent Lemaire, Olivier Bernier, Daniel Collobert, Fabrice Clérot. A New Method to Increase the Margin of Multilayer Perceptrons
17 -- 27Michael W. Spratling, Gillian Hayes. Learning Synaptic Clusters for Nonlinear Dendritic Processing
29 -- 38Adrian K. Agogino, Kenneth O. Stanley, Risto Miikkulainen. Online Interactive Neuro-evolution
39 -- 49Enrique Castillo, José Manuel Gutiérrez, Angel Cobo, Carmen Castillo. A Minimax Method for Learning Functional Networks
51 -- 58Davide Anguita, Andrea Boni, Sandro Ridella. Evaluating the Generalization Ability of Support Vector Machines through the Bootstrap
59 -- 78Marcos M. Campos, Gail A. Carpenter. Building Adaptive Basis Functions with a Continuous Self-Organizing Map