Noel Lopes
Noel Lopes
Polytechnic of Guarda
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Towards adaptive learning with improved convergence of deep belief networks on graphics processing units
N Lopes, B Ribeiro
Pattern recognition 47 (1), 114-127, 2014
662014
GPUMLib: An Efficient Open-Source GPU Machine Learning Library
L Lopes, B Ribeiro
International Journal of Computer Information Systems and Industrial …, 2010
532010
An efficient gradient-based learning algorithm applied to neural networks with selective actuation neurons
N Lopes, B Ribeiro
Neural, Parallel & Scientific Computations 11 (3), 253-272, 2003
512003
GPU implementation of the multiple back-propagation algorithm
N Lopes, B Ribeiro
International Conference on Intelligent Data Engineering and Automated …, 2009
432009
Deep belief networks for financial prediction
B Ribeiro, N Lopes
International Conference on Neural Information Processing, 766-773, 2011
382011
Restricted Boltzmann machines and deep belief networks on multi-core processors
N Lopes, B Ribeiro, J Gonçalves
Neural Networks (IJCNN), The 2012 International Joint Conference on, 1-7, 2012
322012
Hybrid learning in a multi-neural network architecture
N Lopes, B Ribeiro
IJCNN'01. International Joint Conference on Neural Networks. Proceedings …, 2001
322001
Hybrid learning in a multi-neural network architecture
N Lopes, B Ribeiro
32*
An evaluation of multiple feed-forward networks on GPUs
N Lopes, B Ribeiro
International journal of neural systems 21 (01), 31-47, 2011
312011
Machine learning big data framework and analytics for big data problems
S Hasan, SM Shamsuddin, N Lopes
Int. J. Advance Soft Compu. Appl 6 (2), 2014
262014
GPUMLib: a new library to combine machine learning algorithms with graphics processing units
N Lopes, B Ribeiro, R Quintas
2010 10th International Conference on Hybrid Intelligent Systems, 229-232, 2010
252010
Machine learning for adaptive many-core machines: A practical approach
N Lopes, B Ribeiro
Springer, 2015
242015
Non-negative matrix factorization implementation using graphic processing units
N Lopes, B Ribeiro
International Conference on Intelligent Data Engineering and Automated …, 2010
242010
Extreme learning classifier with deep concepts
B Ribeiro, N Lopes
Iberoamerican Congress on Pattern Recognition, 182-189, 2013
192013
Improving convergence of restricted Boltzmann machines via a learning adaptive step size
N Lopes, B Ribeiro
Iberoamerican Congress on Pattern Recognition, 511-518, 2012
122012
Handling missing values via a neural selective input model
N Lopes, B Ribeiro
Neural Network World 22 (4), 357, 2012
122012
Fast pattern classification of ventricular arrhythmias using graphics processing units
N Lopes, B Ribeiro
Iberoamerican Congress on Pattern Recognition, 603-610, 2009
122009
On the impact of distance metrics in instance-based learning algorithms
N Lopes, B Ribeiro
Iberian Conference on Pattern Recognition and Image Analysis, 48-56, 2015
112015
Soft computing methods for big data problems
S Hasan, SM Shamsuddin, N Lopes
GPU Computing and Applications, 235-247, 2015
102015
Predicting student failure in an introductory programming course with multiple back-propagation
J Figueiredo, N Lopes, FJ García-Peñalvo
Proceedings of the Seventh International Conference on Technological …, 2019
92019
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