Table of Contents

• NeuroSymbolic Processing: Non-Monotonic Operators and Their FPGA ImplementationErnesto Burattini, Massimo De Gregorio, Guglielmo Tamburrini. 2-6 [doi]
• Non-Linear Modelling and Chaotic Neural NetworksAntonia J. Jones, Steve Margetts, Peter Durrant, Alban P. M. Tsui. 7-14 [doi]
• Neural Computation: From Neuroscience to Technology and Back AgainJosé Mira, Ana E. Delgado García. 15 [doi]
• Adaptation of Parameters of BP Algorithm Using Learning AutomataHamid Beigy, Mohammad Reza Meybodi. 24-31 [doi]
• A Clustering Method for Improving the Global Search Capability of Genetic AlgorithmsLeizer Schnitman, Takashi Yoneyama. 32-37 [doi]
• An Efficient Implementation of a Learning Method for Mamdani Fuzzy ModelsLeizer Schnitman, Takashi Yoneyama. 38-43 [doi]
• A Chemical Reactor Benchmark for Parallel Adaptive Control Using Feedforward Neural NetworksDaniel Oliveira Cajueiro, Elder Moreira Hemerly. 44-49 [doi]
• Neural Network-Based Controllers for Mobile RobotCelso de Sousa Júnior, Elder Moreira Hemerly. 50-55 [doi]
• Scalars, A Way to Improve the Multi-Objective Prediction of the GAdC-MethodDirk Devogelaere, Marcel Rijckaert. 56-60 [doi]
• Extraction of Statistically Dependent Sources with Temporal StructureAllan Kardec Barros, Andrzej Cichocki, Noboru Ohnishi. 61-65 [doi]
• A Dynamically Coupled Chaotic Oscillatory Correlation NetworkLiang Zhao. 66-71 [doi]
• Design of a Fuzzy Controller with Simplified ArchitectureMário Eduardo Bordon, Ivan Nunes da Silva, André Nunes De Souza. 72-77 [doi]
• CDMA and TDMA Based Neural NetsJuan Carlos Herrero. 78-83 [doi]
• An Evolutionary Immune Network for Data ClusteringLeandro Nunes de Castro, Fernando J. Von Zuben. 84-89 [doi]
• A Hybrid Genetic Algorithm for Finding Stable Conformations of Small MoleculesHelio J. C. Barbosa, Fernanda M. P. Raupp, Carlile Lavor, H. Lima, Nelson Maculan. 90-94 [doi]
• Rule Extraction from Linear Combinations of DIMLP Neural NetworksGuido Bologna. 95-100 [doi]
• Synthesis of Analog Circuits Using Evolutionary HardwareFabio A. Salazar, Antonio Carneiro de Mesquita Filho. 101-106 [doi]
• A Neural Network-Based Direct Inverse Control for Active Control of Vibrations of Mechanical SystemsGustavo Luiz C. M. de Abreu, Rafael Luís Teixeira, José F. Ribeiro. 107-116 [doi]
• Monthly Streamflow Forecasting Using an Neural Fuzzy Network ModelMêuser Jorge Silva Valença, Teresa Bernarda Ludermir. 117-119 [doi]
• A Hierarchical Neural Model in Short-Term Load ForecastingOtávio Augusto S. Carpinteiro, Alexandre P. Alves da Silva. 120-124 [doi]
• A Study of Possible Improvements to the Alopex Training AlgorithmAlejandro Bia. 125-130 [doi]
• Web Text Mining Using a Hybrid SystemFernando Hideo Fukuda, Luiz Biondi Neto, Vincenzo de Roberto Junior, Elias Restum Antonio, Luiz Chiganer, Emmanuel L. P. Passos, Marco Aurélio Cavalcanti Pacheco, Jorge Valério. 131-136 [doi]
• Mental Imagery in Explanations of Visual Object ClassificationErnesto Burattini, Massimo De Gregorio, Guglielmo Tamburrini. 137-143 [doi]
• Weight Structure of Binary Codes and the Performance of Blind Search AlgorithmsFrancisco M. de Assis. 144-149 [doi]
• Fuzzy Systems to Solve Inverse Kinematics Problem in Robots Control: Application to an Hexapod Robots LegSalvador M. C. Netto, Max Suell Dutra, Alexandre Evsukof. 150-155 [doi]
• Averaging Spectra to Improve the Classification of the Noise Radiated by Ships Using Neural NetworksWilliam Soares-Filho, José Manoel de Seixas, Luiz Pereira Calôba. 156-161 [doi]
• SVM-KM: Speeding SVMs Learning with a priori Cluster Selection and k-MeansMarcelo Barros de Almeida, Antônio de Pádua Braga, João Pedro Braga. 162-167 [doi]
• A Multi-Objective Optimization Approach for Training Artificial Neural NetworksRoselito de Albuquerque Teixeira, Antônio de Pádua Braga, Ricardo H. C. Takahashi, Rodney R. Saldanha. 168-172 [doi]
• Symbolic Regression via Genetic ProgrammingDouglas A. Augusto, Helio J. C. Barbosa. 173-178 [doi]
• Graph Layout Using a Genetic AlgorithmAndré da Motta Salles Barreto, Helio J. C. Barbosa. 179-184 [doi]
• A Model for the Simulation of a Cold Rolling Mill, Using Neural Networks and Sensitivity FactorsLuis E. Zárate. 185-190 [doi]
• Elastic Neural Net Algorithm for Cluster AnalysisRogerio L. Salvini, Luís Alfredo V. de Carvalho. 191-195 [doi]
• On-Line Neo-Fuzzy-Neuron State ObserverRégis P. Landim, Benjamin Rodrigues de Menezes, Selênio R. Silva, Walmir M. Caminhas. 196-201 [doi]
• A New Paradigm for the Description of Image Patterns - From Pixels to Fuzzy Sets of RulesPaulo Salgado, João Barroso, José Bulas-Cruz, Pedro Melo-Pinto. 202-207 [doi]
• A Fuzzy Threshold Max-Product Unit, with Learning Algorithm, for Classification of Pattern VectorsRoelof K. Brouwer. 208-212 [doi]
• A Novel Approach for Solving Constrained Nonlinear Optimization Problems Using Neurofuzzy SystemsIvan Nunes da Silva, André Nunes De Souza, Mário Eduardo Bordon. 213-218 [doi]
• Evolutionary Optimization of RBF NetworksEstefane G. M. de Lacerda, Teresa Bernarda Ludermir, André Carlos Ponce Leon Ferreira de Carvalho. 219-224 [doi]
• Comparing Different Clustering Techniques RBF Networks TrainingM. M. Brizzotti, André Carlos Ponce Leon Ferreira de Carvalho. 225-230 [doi]
• Using the GasNet Model in Discrete DomainsCarmen L. R. Santos, Celso R. Souza, Pedro Paulo Balbi de Oliveira, Phil Husbands. 231-236 [doi]
• Real Estate Value at Porto Alegre City Using Artificial Neural NetworksAdelmo Luis Cechin, Antonio Souto, Marco Aurélio González. 237-242 [doi]
• Simulated Annealing for Robust VQ: Improving Image Transmission through a Fading ChannelWaslon Terllizzie A. Lopes, Francisco Madeiro, Marcelo S. de Alencar, Benedito G. Aguiar Neto. 243-248 [doi]
• Techniques for Image Compression: A Comparative AnalysisPatricia R. Oliveira, Roseli A. F. Romero, Luis Gustavo Nonato, Josmar Mazucheli. 249-254 [doi]
• Selecting Diverse Members of Neural Network EnsemblesHugo D. Navone, Pablo F. Verdes, Pablo M. Granitto, H. Alejandro Ceccatto. 255-260 [doi]
• A Neural Propositional Reasoner that is Goal-Driven and Works without Pre-Compiled KnowledgePriscila Machado Vieira Lima. 261-266 [doi]
• Morphological Rules of Similarity for Hierarchical Distributed RepresentationsJoel de L. Pereira Castro Jr.. 267-272 [doi]
• Feedback-Error-Learning for Controlling a Flexible LinkAreolino de Almeida Neto, Wilson Rios Neto, Luiz Carlos S. Góes, Cairo L. Nascimento Jr.. 273 [doi]
• Atmospheric Pressure Applied to a Neural Network based Short Term Load ForecastingAlexandre Pinhel Soares. 280 [doi]
• Influence of Training Sample Preprocessing in Generalization Accuracy of Multilayer PerceptronEduardo Gasca, Ricardo Barandela. 281 [doi]
• A Comparative Study of LBG and SOA Codebooks Concerning the Computational Complexity of the Minimum Distortion Encoding for VQFrancisco Madeiro, M. S. Vajapeyam, Benedito G. Aguiar Neto. 282 [doi]
• Constructing Software Autonomous Agents to Computer Network ManagementAnaluchia S. M. de Franceschi, Jorge Muniz Barreto, Mauro Roisenberg. 283 [doi]
• Prediction of Protein Structures using a Hopfield NetworkLuis P. B. Scott, Jorge Chahine, José R. Ruggiero. 284 [doi]
• Hypermedia Intelligent SystemVincenzo de Roberto Junior, Emmanuel L. P. Passos, Fernando Hideo Fukuda, Elias Restum Antonio, Luiz Biondi Neto, Luiz Chiganer. 285 [doi]
• Hierarchical Neuro-Fuzzy BSP Model - HNFBFlávio Joaquim de Souza, Marley B. R. Vellasco, Marco Aurélio Cavalcanti Pacheco. 286 [doi]
• Fetal Left Atrium Segmentation using Kohonen Maps to Measure the Septum Primum Redundancy IndexMozart Lemos de Siqueira, Guilherme Drehmer, Philippe Olivier Alexandre Navaux. 287 [doi]
• Application of Neural Networks: A Molecular Geometry Optimization StudyC. Zacharias M. Leme, A. Dal Pino Jr.. 288 [doi]
• Neuro-Fuzzy Networks for Pattern Classification and Rule ExtractionGuilherme A. Conde, Patrícia G. Ramos, Germano C. Vasconcelos. 289 [doi]
• Face Detector Combining Eigenfaces, Neural Network and BootstrapGuilherme Lúcio Abelha Mota, Raul Queiroz Feitosa, Sidnei Paciornik. 290 [doi]
• Continuous Attractors in Recurrent Neural Networks and Phase Space LearningRogério de Oliveira, Luiz Henrique Alves Monteiro. 291 [doi]
• An Improved Genetic Algorithm Performance with Benchmark FunctionsA. Araújo, Francisco M. de Assis. 292 [doi]
• An Integrated Approach of Visual Computational ModellingIara Moema Oberg Vilela. 293 [doi]