| Preface |
| Scientific Committee |
| Support |
| Safe Inclusion of Information about Rates of Variation in a Reinforcement Learning Algorithm / C. Ribeiro |
| Improving Backpropagation with Sliding Mode Control / G. Parma ; B. Menezes ; A. Braga |
| Training Linear Neural Network with Early Stopped Learning and Ridge Estimation / V. Vigneron ; C. Barret |
| Learnability in Sequential RAM-based Neural Networks / M. de Souto ; P. Adeodato |
| Optimising the Widths of Radial Basis Functions / M. Orr |
| Unsupervised Neural Network Learning for Blind Sources Separation / H. Szu ; C. Hsu |
| A Fixed-Point Algorithm for Independent Component Analysis which uses a priori Information / A. Barros ; A. Cichocki |
| Feedforward Neural Network Initialization: An Evolutionary Approach / L. Castro ; E. Iyoda ; F. von Zuben ; R. Gudwin |
| Optimizations of the Combinatorial Neural Model / F. Beckenkamp ; M. Feldens ; W. Pree |
| On Kolmogorov's Superpositions and Boolean Functions / V. Beiu |
| Extracting Rules from Feedforward Boolean Neural Networks / T. Ludermir |
| A Neo-Fuzzy-Neuron with Real Time Training Applied to Flux Observer for an Induction Motor / R. Landim ; S. Silva ; W. Caminhas |
| Integration of Hierarchical Censored Production Rule (HCPR)-based System and Neural Networks / J. Silva ; K. Bharadwaj |
| A Neural-Network based Approach for Recognition of Pose and Motion Gestures on a Mobile Robot / S. Waldherr ; S. Thrun ; R. Romero |
| Fault Detection and Isolation in Robotic Manipulators and the Radial Basis Function Network Trained by the Kohonen's Self-Organizing Map / R. Tinos ; M. Terra |
| Niches Evolving the Positioning of a Mechanical Arm in a 3D Environment / P. Engel ; E. Silva |
| Competitive and Temporal Hebbian Learning for Production of Robot Trajectories / G. Barreto ; A. Araujo |
| Improving Reinforcement Learning Control Via Online Bilinear Action Interpolation / E. Hemerly |
| A Neural Classifier Employing Biased Wavelets / R. Galvao ; T. Yoneyama |
| Automatic Target Recognition using a Constructive Approach / E. Vargas ; H. Souza ; A. Carvalho |
| Design of Radial Basis Function Network as Classifier in Face Recognition using Eigenfaces / C. Thomaz ; R. Feitosa ; A. Veiga |
| RBF Neural Networks and MTI for Text Independent Speaker Identification / A. Timoszczuk ; E. Cabral |
| CALIBRA for Fuzzy Concepts / M. Zanusso |
| Learning Vector Quantization in Text-Independent Automatic Speaker Recognition / T. Filho ; R. Messina |
| A Self-Organizing Map Model for Analysis of Musical Time Series / O. Carpinteiro |
| A Self-Organizing Algorithm for Image Compression / F. Madeiro ; R. Vilar ; B. Neto |
| An Isolated Word Speech Recognition System based on Kohonen Neural Network / F. Figueiredo ; F. Violaro |
| Some Results on Activation and Scaling of Sparse Distributed Memory / J. Kristoferson |
| A General Approach for Density Estimation in the n-Dimensional Boolean Space / M. Costa |
| Convergence in a Sparse Distributed Memory / G. Sjodin |
| A Realistic Computer Simulation of Primary Somatosensory Cortex Replicating Static Properties of Topographic Organization / M. Mazza ; A. Silva |
| Implementation of a Probabilistic Neural Network for Multi-spectral Image Classification on an FPGA based Custom Computing Machine / M. Figueiredo ; C. Gloster |
| Realization of a Mixed-Mode Neural Coprocessor for Signal Processing / A. Romariz ; P. Ferreira ; J. Campelo ; M. Graciano ; O. Maia ; J. Costa |
| A New Proposal for Implementation of Competitive Neural Networks in Analog Harware / R. Molz |
| A Signal Processing System based upon Monolithic Neural Coprocessors / J. Guimaraes ; J. Zancanaro |
| Factor Semantics for Document Retrieval / R. Calvo |
| A Neural Mapping for Improving the Performance of a High-Energy Calorimeter / J. Seixas ; P. Silva ; L. Caloba |
| Self-Organizing Modeling in Forecasting Daily River Flows / M. Valenca |
| An Adaptive Neural Fuzzy Network Model for Seasonal Streamflow Forecasting / R. Ballini ; S. Soares ; M. Andrade |
| Evaluation of Neural Classifiers using Statistic Methods for Identification of Laryngeal Pathologies / M. Rosa ; J. Pereira |
| Target Recognition using Evolutionary Neural Networks / E. Filho |
| Artificial Neural Networks Applied to Theoretical Chemistry / M. Almeida ; J. Belchior ; J. Braga |
| Context and Scale Influencing Clustering through Unsupervised Neural Networks / A. Henriques |
| A Neural Architecture for the Identification of Number Sequences / J. Moreno ; G. Sebastian ; M. Fernandez ; A. Caballero |
| Artificial Neural Network Applied to Power System Protection / M. Oleskovicz ; D. Coury |
| A Genetic Algorithm Approach to Optimize the Operation Planning of Hydrothermal System Scheduling / A. Carneiro ; P. Leite |
| Index of Authors |
図書
