Publications

Radial basis function networks for obtaining long range dispersion coefficients from second virial data

MB de Almeida, AP Braga, JP Braga, JC Belchior, GFG Yared

Physical Chemistry Chemical Physics 2 (1), 103-107

Journal article DOI 10.1039/a906489c Google Scholar

SVM-KM: speeding SVMs learning with a priori cluster selection and k-means

MB De Almeida, A de Pádua Braga, JP Braga

Proceedings. Vol. 1. Sixth Brazilian Symposium on Neural Networks, 162-167

Conference paper DOI 10.1109/sbrn.2000.889732 Google Scholar

Knowledge extraction: a comparison between symbolic and connectionist methods

C Nobre, E Martineli, A Braga, A Carvalho, S Rezende, JL Braga, …

International journal of neural systems 9 (03), 257-264

Journal article DOI 10.1142/s0129065799000265 Google Scholar

Neural networks learning with sliding mode control: the sliding mode backpropagation algorithm

GG Parma, BRDE MENEZES, AP Braga

International Journal of Neural Systems 9 (03), 187-193

Journal article DOI 10.1142/s0129065799000174 Google Scholar

Sliding mode backpropagation: control theory applied to neural network learning

GG Parma, BR Menezes, AP Braga

IJCNN'99. International Joint Conference on Neural Networks. Proceedings …

Conference paper DOI 10.1109/ijcnn.1999.832646 Google Scholar

Aceleração da Convergência do Algoritmo de Treinamento SMC BP através do Ajuste da Superfície de Deslizamento

GG Parma, AP Braga, BR Menezes

Proceedings of the IV Brazilian Conference on Neural Networks-IV Congresso …

Conference paper DOI 10.21528/cbrn1999-040 Google Scholar

Co-Processador Reconfigurável para a Memória Esparsamente Distribuída de Kanerva

MTP Silva, A de Pádua Braga

Conference paper DOI 10.21528/cbrn1999-032 Google Scholar

Utilização de Redes Neurais Artificiais na Recuperação de Informação em Bases de Dados Textuais

R da Cunha Lopes, EF Barbosa, A de Pádua Braga

Conference paper DOI 10.21528/cbrn1999-041 Google Scholar

A general approach for density estimation in the n-dimensional Boolean space

AP Braga, MA Costa

Proceedings 5th Brazilian Symposium on Neural Networks (Cat. No. 98EX209 …

Conference paper DOI 10.1109/sbrn.1998.731017 Google Scholar

Artificial neural networks applied to theoretical chemistry

MB de Almeida, JC Belchior, JP Braga, AP Braga

Proceedings 5th Brazilian Symposium on Neural Networks (Cat. No. 98EX209 …

Conference paper DOI 10.1109/sbrn.1998.731036 Google Scholar

Fundamentos de redes neurais artificiais

André Carlos Ponce de Leon F. de Carvalho, A de Padua Braga, …

Escola de Computação 11, 1998

Conference paper

Improving backpropagation with sliding mode control

GG Parma, BR Menezes, AP Braga

Proceedings 5th Brazilian Symposium on Neural Networks (Cat. No. 98EX209), 8-13

Conference paper DOI 10.1109/sbrn.1998.730986 Google Scholar

Sliding mode algorithm for training multilayer artificial neural networks

GG Parma, BR Menezes, AP Braga

Electronics Letters 34 (1), 97-98

Journal article DOI 10.1049/el:19980062 Google Scholar

Artificial neural network applied for predicting rainbow trajectories in atomic and molecular classical collisions

AP Braga, JP Braga, JC Belchior

The Journal of chemical physics 107 (23), 9954-9959

Journal article DOI 10.1063/1.475298 Google Scholar

On the information storage of associative matrix memories

AP Braga, MB de Almeida, G Pereira, M Costa, C Barbosa

Proceedings 4th Brazilian Symposium on Neural Networks, 51-57

Conference paper DOI 10.1109/sbrn.1997.645848 Google Scholar

A continuous approximation for the intersection of two hyper-spheres in the Boolean space

A de Padua Braga

Proceedings of International Conference on Neural Networks (ICNN'96) 3, 1755 …

Conference paper DOI 10.1109/icnn.1996.549166 Google Scholar

Geometrical treatment and statistical modelling of the distribution of patterns in the n-dimensional boolean space

A de Pádua Braga, I Aleksander

Pattern recognition letters 16 (5), 507-515

Journal article DOI 10.1016/0167-8655(95)00120-6 Google Scholar

Attractor properties of recurrent networks with generalising Boolean nodes

A de Pádua Braga

International Conference on Artificial Neural Networks, 421-424

Conference paper DOI 10.1007/978-1-4471-2097-1_98 Google Scholar

Binary neural systems: combining weighted and weightless properties

I Aleksander, TJW Clarke, AP Braga

Intelligent Systems Engineering 3 (4), 211-221

Journal article DOI 10.1049/ise.1994.0022 Google Scholar

Determining overlap of classes in the n-dimensional Boolean space

A de Padua Braga, I Aleksander

Proceedings of 1994 IEEE International Conference on Neural Networks (ICNN …

Conference paper DOI 10.1109/icnn.1994.375050 Google Scholar