| 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 | 81 | 2014 |
| GPUMLib: An Efficient Open-Source GPU Machine Learning Library L Lopes, B Ribeiro International Journal of Computer Information Systems and Industrial …, 2010 | 64 | 2010 |
| 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 | 54 | 2003 |
| Deep belief networks for financial prediction B Ribeiro, N Lopes Neural Information Processing: 18th International Conference, ICONIP 2011 …, 2011 | 50 | 2011 |
| 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 | 44 | 2019 |
| GPU implementation of the multiple back-propagation algorithm N Lopes, B Ribeiro Intelligent Data Engineering and Automated Learning-IDEAL 2009: 10th …, 2009 | 43 | 2009 |
| 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 | 39 | 2012 |
| Machine Learning for Adaptive Many-Core Machines-A Practical Approach N Lopes, B Ribeiro Springer International Publishing, 2015 | 37 | 2015 |
| An evaluation of multiple feed-forward networks on GPUs N Lopes, B Ribeiro International journal of neural systems 21 (01), 31-47, 2011 | 36 | 2011 |
| 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 | 34 | 2014 |
| On the impact of distance metrics in instance-based learning algorithms N Lopes, B Ribeiro Pattern Recognition and Image Analysis: 7th Iberian Conference, IbPRIA 2015 …, 2015 | 29 | 2015 |
| Non-negative matrix factorization implementation using graphic processing units N Lopes, B Ribeiro Intelligent Data Engineering and Automated Learning–IDEAL 2010: 11th …, 2010 | 29 | 2010 |
| Hybrid learning in a multi-neural network architecture N Lopes, B Ribeiro | 29* | |
| 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 | 27 | 2010 |
| Deep belief networks (DBNs) N Lopes, B Ribeiro, N Lopes, B Ribeiro Machine Learning for Adaptive Many-Core Machines-A Practical Approach, 155-186, 2015 | 24 | 2015 |
| Non-negative matrix factorization (NMF) N Lopes, B Ribeiro, N Lopes, B Ribeiro Machine Learning for Adaptive Many-Core Machines-A Practical Approach, 127-154, 2015 | 23 | 2015 |
| Extreme learning classifier with deep concepts B Ribeiro, N Lopes Progress in Pattern Recognition, Image Analysis, Computer Vision, and …, 2013 | 19 | 2013 |
| Part quality prediction in an injection moulding process using neural networks N Lopes, B Ribeiro proceedings of WMC, ISM, 1999 | 17 | 1999 |
| Handling missing values via a neural selective input model N Lopes, B Ribeiro Neural Network World 22 (4), 357, 2012 | 15 | 2012 |
| Soft computing methods for big data problems S Hasan, SM Shamsuddin, N Lopes GPU Computing and Applications, 235-247, 2015 | 14 | 2015 |
Bernardete RibeiroProfessor at Dep of Informatics Engineering, CISUC /University of CoimbraVerified email at dei.uc.pt