An Efficient Gradient-based Learning Algorithm Applied to Neural Networks with Selective Actuation Neurons. - Noel Lopes; Bernardete Ribeiro (Neural Parallel Sci. Comput., 2003)

Fast Pattern Classification of Ventricular Arrhythmias Using Graphics Processing Units. - Noel Lopes; Bernardete Ribeiro (CIARP, 2009)

GPU Implementation of the Multiple Back-Propagation Algorithm. - Noel Lopes; Bernardete Ribeiro (IDEAL, 2009)

A Hybrid Face Recognition Approach Using GPUMLib. - Noel Lopes; Bernardete Ribeiro (CIARP, 2010)

GPUMLib: A new Library to combine Machine Learning algorithms with Graphics Processing Units. - Noel Lopes; Bernardete Ribeiro; Ricardo Quintas (HIS, 2010)

Stochastic GPU-based Multithread Implementation of Multiple Back-propagation. - Noel Lopes; Bernardete Ribeiro (ICAART (1), 2010)

Non-negative Matrix Factorization Implementation Using Graphic Processing Units. - Noel Lopes; Bernardete Ribeiro (IDEAL, 2010)

A strategy for dealing with missing values by using selective activation neurons in a multi-topology framework. - Noel Lopes; Bernardete Ribeiro (IJCNN, 2010)

High-performance bankruptcy prediction model using Graphics Processing Units. - Bernardete Ribeiro; Noel Lopes; Catarina Silva 001 (IJCNN, 2010)

Improving recall values in breast cancer diagnosis with Incremental Background Knowledge. - Catarina Silva 001; Bernardete Ribeiro; Noel Lopes (IJCNN, 2010)

A Robust Learning Model for Dealing with Missing Values in Many-Core Architectures. - Noel Lopes; Bernardete Ribeiro (ICANNGA (2), 2011)

Evaluation of a Resource Allocating Network with Long Term Memory Using GPU. - Bernardete Ribeiro; Ricardo Quintas; Noel Lopes (ICANNGA (2), 2011)

An Incremental Class Boundary Preserving Hypersphere Classifier. - Noel Lopes; Bernardete Ribeiro (ICONIP (2), 2011)

Deep Belief Networks for Financial Prediction. - Bernardete Ribeiro; Noel Lopes (ICONIP (3), 2011)

A fast optimized semi-supervised non-negative Matrix Factorization algorithm. - Noel Lopes; Bernardete Ribeiro (IJCNN, 2011)

An Evaluation of Multiple Feed-Forward Networks on GPUs. - Noel Lopes; Bernardete Ribeiro (Int. J. Neural Syst., 2011)

Improving Convergence of Restricted Boltzmann Machines via a Learning Adaptive Step Size. - Noel Lopes; Bernardete Ribeiro (CIARP, 2012)

An Incremental Hypersphere Learning Framework for Protein Membership Prediction. - Noel Lopes; Daniel Correia; Carlos Pereira; Bernardete Ribeiro; António Dourado (HAIS (1), 2012)

Multi-threaded Support Vector Machines for Pattern Recognition. - João Gonçalves; Noel Lopes; Bernardete Ribeiro (ICONIP (2), 2012)

Restricted Boltzmann Machines and Deep Belief Networks on multi-core processors. - Noel Lopes; Bernardete Ribeiro; João Gonçalves (IJCNN, 2012)

Towards a hybrid NMF-based neural approach for face recognition on GPUs. - Noel Lopes; Bernardete Ribeiro (Int. J. Data Min. Model. Manag., 2012)

Extreme Learning Classifier with Deep Concepts. - Bernardete Ribeiro; Noel Lopes (CIARP (1), 2013)

Signature identification via efficient feature selection and GPU-based SVM classifier. - Bernardete Ribeiro; Noel Lopes; João Gonçalves (IJCNN, 2014)

Towards adaptive learning with improved convergence of deep belief networks on graphics processing units. - Noel Lopes; Bernardete Ribeiro (Pattern Recognit., 2014)

Machine Learning for Adaptive Multi-Core Machines - Noel Lopes (2014)

On the Impact of Distance Metrics in Instance-Based Learning Algorithms. - Noel Lopes; Bernardete Ribeiro (IbPRIA, 2015)

Learning the hash code with generalised regression neural networks for handwritten signature biometric data retrieval. - Bernardete Ribeiro; Noel Lopes; Catarina Silva 001 (IJCNN, 2015)

Trading off Distance Metrics vs Accuracy in Incremental Learning Algorithms. - Noel Lopes; Bernardete Ribeiro (CIARP, 2016)

Novel Trends in Scaling Up Machine Learning Algorithms. - Noel Lopes; Bernardete Ribeiro (ICMLA, 2017)

Predicting Student Failure in an Introductory Programming Course with Multiple Back-Propagation. - José Figueiredo; Noel Lopes; Francisco José García-Peñalvo (TEEM, 2019)

GPU-based fast clustering via K-Centres and k-NN mode seeking for geospatial industry applications. - Ana-Lorena Uribe-Hurtado; Mauricio Orozco-Alzate; Noel Lopes; Bernardete Ribeiro (Comput. Ind., 2020)