Proceedings, Vth Brazilian Symposium on Neural Networks. Belo Horizonte, Brazil, December 9-11, 1998 / edited by Antônio de Pádua Braga, Teresa Bernarda Ludermir ; [sponsored by Brazilian Computer Society--SBC, International Neural Network Society--INNS, Federal University of Minas Gerais--UFMG.

Format:

Book

Conference/Event

Contributor:

Braga, Antônio de Pádua.

Ludermir, Teresa Bernarda.

IEEE Xplore (Online service)

Sociedade Brasileira de Computação.

International Neural Network Society.

Universidade Federal do Minas Gerais.

IEEE Computer Society.

Conference Name:

Brazilian Symposium on Neural Networks (5th : 1998 : Belo Horizonte, Brazil)

Language:

English

Subjects (All):

Neural networks (Computer science)--Congresses.

Neural networks (Computer science).

Connectionism--Congresses.

Connectionism.

Evolutionary computation--Congresses.

Evolutionary computation.

Genre:

Conference papers and proceedings.

Physical Description:

x, 261 pages : illustrations

Other Title:

Vth Brazilian Symposium on Neural Networks

Fifth Brazilian Symposium on Neural Networks

5th Brazilian Symposium on Neural Networks

Half title: SBRN '98

Neural Networks, 1998, proceedings, Vth Brazilian Symposium on.

Place of Publication:

Los Alamitos, Calif. : IEEE Computer Society Press, [1998]

System Details:

Mode of access: World Wide Web.

text file

Contents:

Support 259

Safe Inclusion of Information about Rates of Variation in a Reinforcement Learning Algorithm / C. Ribeiro 2

Improving Backpropagation with Sliding Mode Control / G. Parma, B. Menezes, A. Braga 8

Training Linear Neural Network with Early Stopped Learning and Ridge Estimation / V. Vigneron, C. Barret 14

Learnability in Sequential RAM-based Neural Networks / M. de Souto, P. Adeodato 20

Optimising the Widths of Radial Basis Functions / M. Orr 26

Unsupervised Neural Network Learning for Blind Sources Separation / H. Szu, C. Hsu 30

A Fixed-Point Algorithm for Independent Component Analysis which uses a priori Information / A. Barros, A. Cichocki 39

Feedforward Neural Network Initialization: An Evolutionary Approach / L. Castro, E. Iyoda, F. von Zuben, R. Gudwin 43

Optimizations of the Combinatorial Neural Model / F. Beckenkamp, M. Feldens, W. Pree 49

On Kolmogorov's Superpositions and Boolean Functions / V. Beiu 55

Extracting Rules from Feedforward Boolean Neural Networks / T. Ludermir 61

A Neo-Fuzzy-Neuron with Real Time Training Applied to Flux Observer for an Induction Motor / R. Landim, B. Menezes, S. Silva, W. Caminhas 67

Integration of Hierarchical Censored Production Rule (HCPR)-based System and Neural Networks / J. Silva, K. Bharadwaj 73

A Neural-Network based Approach for Recognition of Pose and Motion Gestures on a Mobile Robot / S. Waldherr, S. Thrun, R. Romero 79

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 85

Niches Evolving the Positioning of a Mechanical Arm in a 3D Environment / P. Engel, E. Silva 91

Competitive and Temporal Hebbian Learning for Production of Robot Trajectories / G. Barreto, A. Araujo 96

Improving Reinforcement Learning Control Via Online Bilinear Action Interpolation / C. Ribeiro, E. Hemerly 102

A Neural Classifier Employing Biased Wavelets / R. Galvao, T. Yoneyama 106

Automatic Target Recognition using a Constructive Approach / E. Vargas, H. Souza, A. Carvalho 112

Design of Radial Basis Function Network as Classifier in Face Recognition using Eigenfaces / C. Thomaz, R. Feitosa, A. Veiga 118

RBF Neural Networks and MTI for Text Independent Speaker Identification / A. Timoszczuk, E. Cabral 124

CALIBRA for Fuzzy Concepts / M. Zanusso, A. Araujo 130

Learning Vector Quantization in Text-Independent Automatic Speaker Recognition / T. Filho, R. Messina, E. Cabral 135

A Self-Organizing Map Model for Analysis of Musical Time Series / O. Carpinteiro 140

A Self-Organizing Algorithm for Image Compression / F. Madeiro, R. Vilar, B. Neto 146

An Isolated Word Speech Recognition System based on Kohonen Neural Network / F. Figueiredo, F. Violaro 151

Some Results on Activation and Scaling of Sparse Distributed Memory / J. Kristoferson 157

A General Approach for Density Estimation in the n-Dimensional Boolean Space / A. Braga, M. Costa 161

Convergence in a Sparse Distributed Memory / G. Sjodin 165

A Realistic Computer Simulation of Primary Somatosensory Cortex Replicating Static Properties of Topographic Organization / M. Mazza, A. Silva 169

Implementation of a Probabilistic Neural Network for Multi-spectral Image Classification on an FPGA based Custom Computing Machine / M. Figueiredo, C. Gloster 174

Realization of a Mixed-Mode Neural Coprocessor for Signal Processing / A. Romariz, P. Ferreira, J. Campelo, M. Graciano, O. Maia, J. Costa 180

A New Proposal for Implementation of Competitive Neural Networks in Analog Harware / P. Engel, R. Molz 186

A Signal Processing System based upon Monolithic Neural Coprocessors / J. Guimaraes, A. Romariz, P. Ferreira, J. Campelo, M. Graciano, O. Maia, J. Zancanaro, J. Costa 192

Factor Semantics for Document Retrieval / R. Calvo 198

A Neural Mapping for Improving the Performance of a High-Energy Calorimeter / J. Seixas, P. Silva, L. Caloba 204

Self-Organizing Modeling in Forecasting Daily River Flows / M. Valenca, T. Ludermir 210

An Adaptive Neural Fuzzy Network Model for Seasonal Streamflow Forecasting / R. Ballini, S. Soares, M. Andrade 215

Evaluation of Neural Classifiers using Statistic Methods for Identification of Laryngeal Pathologies / M. Rosa, J. Pereira, A. Carvalho 220

Target Recognition using Evolutionary Neural Networks / E. Filho, A. Carvalho 226

Artificial Neural Networks Applied to Theoretical Chemistry / M. Almeida, J. Belchior, J. Braga, A. Braga 232

Context and Scale Influencing Clustering through Unsupervised Neural Networks / A. Henriques, A. Araujo 235

A Neural Architecture for the Identification of Number Sequences / J. Moreno, G. Sebastian, M. Fernandez, A. Caballero 241

Artificial Neural Network Applied to Power System Protection / M. Oleskovicz, D. Coury, A. Carvalho 247

A Genetic Algorithm Approach to Optimize the Operation Planning of Hydrothermal System Scheduling / A. Carneiro, P. Leite, A. Carvalho 253.

Notes:

"IEEE Computer Society Order Number PR08629"--T.p. verso.

"IEEE Order Plan Catalog Number 98EX209"--T.p. verso.

Includes bibliographical references and author index.

ISBN:

0818686294

9780818686290

0818686308

9780818686306

0818686332

9780818686337

OCLC:

40468620

Access Restriction:

Restricted for use by site license.