Table of Contents

• Safe Inclusion of Information about Rates of Variation in a Reinforcement Learning AlgorithmCarlos H. C. Ribeiro. 2-7 [doi]
• Improving Backpropagation with Sliding Mode ControlGustavo Guimarães Parma, Benjamin Rodrigues de Menezes, Antônio de Pádua Braga. 8-13 [doi]
• Training Linear Neural Network with Early Stopped Learning and Ridge EstimationVincent Vigneron, Claude Barret. 14-19 [doi]
• Learnability in Sequential RAM-based Neural NetworksMarcílio Carlos Pereira de Souto, Paulo J. L. Adeodato. 20-25 [doi]
• Optimising the Widths of Radial Basis FunctionsMark J. L. Orr. 26-29 [doi]
• Unsupervised Neural Network Learning for Blind Sources SeparationH. Szu, C. Hsu. 30-38 [doi]
• A Fixed-Point Algorithm for Independent Component Analysis which uses a priori InformationAllan Kardec Barros, Andrzej Cichocki. 39-42 [doi]
• Feedforward Neural Network Initialization: an Evolutionary ApproachLeandro Nunes de Castro, Eduardo Masato Iyoda, Fernando J. Von Zuben, Ricardo R. Gudwin. 43-48 [doi]
• Optimizations of the Combinatorial Neural ModelFábio Ghignatti Beckenkamp, Wolfgang Pree, Miguel Artur Feldens. 49-54 [doi]
• On Kolmogorov s Superpositions and Boolean FunctionsValeriu Beiu. 55-60 [doi]
• Extracting Rules from Feedforward Boolean Neural NetworksTeresa Bernarda Ludermir. 61-66 [doi]
• A Neo-Fuzzy-Neuron with Real-Time Training Applied to Flux Observer for an Induction MotoRégis P. Landim, Benjamin Rodrigues de Menezes, Selênio R. Silva, Walmir M. Caminhas. 67-72 [doi]
• Integration of Hierarchical Censored Production Rule (HCPR)-based System and Neural NetworksJosé Demisio Simões da Silva, Kamal Kant Bharadwaj. 73-78 [doi]
• A Neural-Network based Approach for Recognition of Pose and Motion Gestures on a Mobile RobotStefan Waldherr, Sebastian Thrun, Roseli Romero. 79-84 [doi]
• Fault Detection and Isolation in Robotic Manipulators and the Radial Basis Function Network Trained by the Kohonen s Self-Organizing MapRenato Tinós, Marco H. Terra. 85-90 [doi]
• Niches Evolving the Positioning of a Mechanical Arm in a 3D EnvironmentPaulo Martins Engel, Edson Prestes e Silva Jr.. 91-95 [doi]
• Competitive and Temporal Hebbian Learning for Production of Robot TrajectoriesGuilherme De A. Barreto, Aluizio F. R. Araújo. 96-101 [doi]
• Improving Reinforcement Learning Control Via Online Bilinear Action InterpolationCarlos H. C. Ribeiro, Elder Moreira Hemerly. 102-105 [doi]
• A Neural Classifier Employing Biased WaveletsRoberto Kawakami Harrop Galvão, Takashi Yoneyama. 106-111 [doi]
• Automatic Target Recognition using a Constructive ApproachErnesto Cuadros-Vargas, Humberto Costa de Sousa, André Carlos Ponce Leon Ferreira de Carvalho. 112-117 [doi]
• Design of Radial Basis Function Network as Classifier in Face Recognition Using EigenfacesCarlos E. Thomaz, Raul Queiroz Feitosa, Alvaro Veiga. 118-123 [doi]
• RBF Neural Networks and MTI for Text Independent Speaker IdentificationAntonio Pedro Timoszczuk, Euvaldo F. Cabral Jr.. 124-129 [doi]
• CALIBRA for Fuzzy ConceptsMaria Bernadete Zanusso, Aldrovando L. A. Araújo. 130-134 [doi]
• Learning Vector Quantization in Text-Independent Automatic Speaker RecognitionThomas E. Filgueiras Filho, Ronaldo O. Messina, Euvaldo F. Cabral Jr.. 135-139 [doi]
• A Self-Organizing Map Model for Analysis of Musical Time SeriesOtávio Augusto S. Carpinteiro. 140-145 [doi]
• A Self-Organizing Algorithm for Image CompressionFrancisco Madeiro, R. M. Vilar, Benedito G. Aguiar Neto. 146-150 [doi]
• An Isolated Word Speech Recognition System based on Kohonen Neural NetworkFabrício Figueiredo, Fábio Violaro. 151-156 [doi]
• Some Results on Activation and Scaling of Sparse Distributed MemoryJan Kristoferson. 157-160 [doi]
• A General Approach for Density in the n-Dimensional Boolean SpaceAntônio de Pádua Braga, Marcelo Azevedo Costa. 161-164 [doi]
• Convergence in a Sparse Distributed MemoryGunnar Sjödin. 165-168 [doi]
• A Realistic Computer Simulation of Primary Somatosensory Cortex Replicating Static Properties of Topographic OrganizationMarcelo B. Mazza, Antônio C. Roque-da-Silva. 169-173 [doi]
• Implementation of a Probabilistic Neural Network for Multi-spectral Image Classification on an FPGA based Custom Computing MachineMarco A. Figueiredo, Clay Gloster. 174-179 [doi]
• Realization of a Mixed-Mode Neural Coprocessor for Signal ProcessingAlexandre R. S. Romariz, P. U. A. Ferreira, J. V. Campêlo Jr., M. L. Graciano Jr., O. R. Maia Jr., J. C. da Costa. 180-185 [doi]
• A New Proposal for Implementation of Competitive Neural Networks in Analog HardwarePaulo Martins Engel, Rolf Fredi Molz. 186-191 [doi]
• A Signal Processing System based upon Monolithic Neural CoprocessorsJ. G. Guimarães, Alexandre R. S. Romariz, P. U. A. Ferreira, J. V. Campêlo Jr., M. L. Graciano Jr., O. R. Maia Jr., J. Zancanaro, J. C. da Costa. 192-197 [doi]
• Factor Semantics for Document RetrievalRafael A. Calvo. 198-203 [doi]
• A Neural Mapping for Improving the Performance of a High-Energy CalorimeterJosé Manoel de Seixas, P. V. M. da Silva, Luiz Pereira Calôba. 204-209 [doi]
• Self-Organizing Modeling in Forecasting Daily River FlowsMêuser Jorge Silva Valença, Teresa Bernarda Ludermir. 210-214 [doi]
• An Adaptive Neural Fuzzy Network Model for Seasonal Streamflow ForecastingRosangela Ballini, Secundino Soares, Marinho Gomes Andrade. 215-219 [doi]
• Evaluation of Neural Classifiers using Statistic Methods for Identification of Laryngeal PathologiesMarcelo de Oliveira Rosa, Jose Carlos Pereira, André Carlos Ponce Leon Ferreira de Carvalho. 220-225 [doi]
• Target Recognition using Evolutionary Neural NetworksElson Felix Mendes Filho, André Carlos Ponce Leon Ferreira de Carvalho. 226-231 [doi]
• Artificial Neural Networks Applied to Theoretical ChemistryMarcelo Barros de Almeida, J. C. Belchior, João Pedro Braga, Anelise P. Braga. 232-234 [doi]
• Context and Scale Influencing Clustering through Unsupervised Neural NetworksAndré S. Henriques, Aluizio F. R. Araújo. 235-240 [doi]
• A Neural Architecture for the Identification of Number SequencesJuan Moreno García, Gabriel Sebastián, Miguel Angel Fernández, Antonio Fernández-Caballero. 241-246 [doi]
• Artificial Neural Network Applied to Power System ProtectionMário Oleskovicz, Denis V. Coury, André Carlos Ponce Leon Ferreira de Carvalho. 247-252 [doi]
• A Genetic Algorithm Approach to Optimize the Operation Planning of Hydrothermal System SchedulingAdriano A. F. M. Carneiro, Patricia Texeira Leite, André Carlos Ponce Leon Ferreira de Carvalho. 253 [doi]