Preface

Scientific Committee (PDF)

pp. x

Support (PDF)

pp. 259

Safe Inclusion of Information about Rates of Variation in a Reinforcement Learning Algorithm (Abstract)

Carlos H.C. Ribeiro, Instituto Tecnologico de Aeronautica

pp. 2

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Improving Backpropagation with Sliding Mode Control (Abstract)

pp. 8

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Training Linear Neural Network with Early Stopped Learning and Ridge Estimation (Abstract)

V. Vigneron

C. Barret

pp. 14

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Learnability in Sequential RAM-based Neural Networks (Abstract)

M.C.P. de Souto, Imperial College

P.J.L. Adeodato, UFPE

pp. 20

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Optimising the Widths of Radial Basis Functions (Abstract)

Mark J.L. Orr

pp. 26

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Unsupervised Neural Network Learning for Blind Sources Separation (Abstract)

H. Szu

C. Hsu

pp. 30

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A Fixed-Point Algorithm for Independent Component Analysis which uses a priori Information (Abstract)

Allan Kardec Barros

Andrzej Cichocki

pp. 39

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Feedforward Neural Network Initialization: an Evolutionary Approach (Abstract)

Lendro Nunes de Castro

pp. 43

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Optimizations of the Combinatorial Neural Model (Abstract)

Fabio Ghignatti Beckenkamp, University of Constance

Wolfgang Pree, University of Constance

Miguel Artur Feldens, Federal University of Rio Grande do Sul

pp. 49

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On Kolmogorov's Superpositions and Boolean Functions (Abstract)

V. Beiu

pp. 55

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Extracting Rules from Feedforward Boolean Neural Networks (Abstract)

T. Ludermir

pp. 61

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A Neo-Fuzzy-Neuron with Real-Time Training Applied to Flux Observer for an Induction Motor (Abstract)

Regis P. Landim

Benjamim R. de Menezes

Selenio R. Silva

Walmir M. Caminhas

pp. 67

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Integration of Hierarchical Censored Production Rule (HCPR)-based System and Neural Networks (Abstract)

J. Silva

K. Bharadwaj

pp. 73

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A Neural-Network based Approach for Recognition of Pose and Motion Gestures on a Mobile Robot (Abstract)

pp. 79

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Fault Detection and Isolation in Robotic Manipulators and the Radial Basis Function Network Trained by the Kohonen's Self-Organizing Map (Abstract)

Renato Tinos

Marco H. Terra

pp. 85

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Niches Evolving the Positioning of a Mechanical Arm in a 3D Environment (Abstract)

Paulo Martins Engel, Universidade Federal do Rio Grande do Sul

Edson Prestes e Silva Júnior, Universidade Federal do Rio Grande do Sul

pp. 91

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Competitive and Temporal Hebbian Learning for Production of Robot Trajectories (Abstract)

Guilherme de A. Barreto, Universidade de Sao Paulo

Aluizio F.R. Araujo, Universidade de Sao Paulo

pp. 96

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Improving Reinforcement Learning Control Via Online Bilinear Action Interpolation (Abstract)

Carlos H. C. Ribeiro, Instituto Tecnologico de Aeronautica

Elder M. Hemerly, Instituto Tecnologico de Aeronautica

pp. 102

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Roberto Kawakami Harrop Galvao

A Neural Classifier Employing Biased Wavelets (Abstract)

Takashi Yoneyama

pp. 106

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Automatic Target Recognition using a Constructive Approach (Abstract)

Ernesto Cuadros Vargas, Universty of Sao Paulo

Humberto Costa de Sousa, Universty of Sao Paulo

Andre de Carvalho, Universty of Sao Paulo

pp. 112

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Design of Radial Basis Function Network as Classifier in Face Recognition Using Eigenfaces (Abstract)

Carlos Eduardo Thomaz

Raul Queiroz Feitosa

Alvaro Veiga

pp. 118

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RBF Neural Networks and MTI for Text Independent Speaker Identification (Abstract)

Antonio Pedro Timoszczuk, University of Sao Paulo

Euvaldo F. Cabral, Jr., University of Sao Paulo

pp. 124

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CALIBRA for Fuzzy Concepts (Abstract)

Maria Bernadete Zanusso

Aldrovando L.A. Araujo

pp. 130

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Learning Vector Quantization in Text-Independent Automatic Speaker Recognition (Abstract)

pp. 135

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A Self-Organizing Map Model for Analysis of Musical Time Series (Abstract)

Otavio Augusto S. Carpinteiro, Escola Federal de Engenharia de Itajuba

pp. 140

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A Self-Organizing Algorithm for Image Compression (Abstract)

F. Madeiro

R. Vilar

B. Neto

pp. 146

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An Isolated Word Speech Recognition System based on Kohonen Neural Network (Abstract)

F. Figueiredo

F. Violaro

pp. 151

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Some Results on Activation and Scaling of Sparse Distributed Memory (Abstract)

Jan Kristoferson

pp. 157

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A General Approach for Density in the n-Dimensional Boolean Space (Abstract)

A.P. Braga, Campus da UFMG (Pampulha)

M.A. Costa, Campus da UFMG (Pampulha)

pp. 161

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Convergence in a Sparse Distributed Memory (Abstract)

G. Sjödin

pp. 165

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A Realistic Computer Simulation of Primary Somatosensory Cortex Replicating Static Properties of Topographic Organization (Abstract)

M. Mazza

A. Silva

pp. 169

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Implementation of a Probabilistic Neural Network for Multi-spectral Image Classification on an FPGA based Custom Computing Machine (Abstract)

M. Figueiredo

C. Gloster

pp. 174

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Realization of a Mixed-Mode Neural Coprocessor for Signal Processing (Abstract)

pp. 180

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A New Proposal for Implementation of Competitive Neural Networks in Analog Hardware (Abstract)

Paulo Martins Engel, Universidade Federal do Rio Grande do Sul

Rolf Fredi Molz, Universidade de Santa Cruz do Sul

pp. 186

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A Signal Processing System based upon Monolithic Neural Coprocessors (Abstract)

pp. 192

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Factor Semantics for Document Retrieval (Abstract)

R. Calvo

pp. 198

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A Neural Mapping for Improving the Performance of a High-Energy Calorimeter (Abstract)

pp. 204

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Self-Organizing Modeling in Forecasting Daily River Flows (Abstract)

M. Valença

T. Ludermir

pp. 210

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An Adaptive Neural Fuzzy Network Model for Seasonal Streamflow Forecasting (Abstract)

Rosangela Ballini, State University of Campinas

Secundino Soares, State University of Campinas

Marinho Gomes Andrade, University of Sao Paulo

pp. 215

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Evaluation of Neural Classifiers using Statistic Methods for Identification of Laryngeal Pathologies (Abstract)

Marcelo de Oliveira Rosa

Jose Carlos Pereira

Andre C.P.L.F. Carvalho

pp. 220

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Target Recognition using Evolutionary Neural Networks (Abstract)

Elson Felix Mendes Filho, University of S?o Paulo

André C.P.L. Ferreira de Carvalho, University of S?o Paulo

pp. 226

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Artificial Neural Networks Applied to Theoretical Chemistry (Abstract)

pp. 232

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Context and Scale Influencing Clustering through Unsupervised Neural Networks (Abstract)

Andre S. Henriques, University of Sao Paulo

Aluizio F.R. Araujo, University of Sao Paulo

pp. 235

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A Neural Architecture for the Identification of Number Sequences (Abstract)

Miguel A. Fernandez, Universidad de Castilla-La Mancha

A. Fernandez Caballero, Universidad de Castilla-La Mancha

pp. 241

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Artificial Neural Network Applied to Power System Protection (Abstract)

pp. 247

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A Genetic Algorithm Approach to Optimize the Operation Planning of Hydrothermal System Scheduling (Abstract)

Adriano A.F.M. Carneiro, University of Sao Paulo

Patricia T. Leite, University of Sao Paulo

Andre C.P.L.F. Carvalho, University of Sao Paulo

pp. 253

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Index of Authors (PDF)

pp. 261