T.M. McGinnity

Comparative Analysis of Spectral Approaches to Feature Extraction for EEG-Based Motor Imagery Classification

Pawel Herman, Girijesh Prasad, T.M. McGinnity et al. · IEEE Transactions on Neural Systems and Rehabilitation Engineering · 2008 · 317 citations

Engineering, Biometrics, Feature Extraction +21

An approach for on-line extraction of fuzzy rules using a self-organising fuzzy neural network

Gang Leng, T.M. McGinnity, Girijesh Prasad · Fuzzy Sets and Systems · 2004 · 269 citations

Artificial Intelligence, Fuzzy Logic, Fuzzy Systems +13

AdaBoost-CNN: An adaptive boosting algorithm for convolutional neural networks to classify multi-class imbalanced datasets using transfer learning

Aboozar Taherkhani, Georgina Cosma, T.M. McGinnity · Neurocomputing · 2020 · 260 citations · Full text

Engineering, Machine Learning, Data Science +11

An on-line algorithm for creating self-organizing fuzzy neural networks

Gang Leng, Girijesh Prasad, T.M. McGinnity · Neural Networks · 2004 · 179 citations

Fuzzy Logic, Engineering, Machine Learning +8

Challenges for large-scale implementations of spiking neural networks on FPGAs

Liam Maguire, T.M. McGinnity, Brendan Glackin et al. · Neurocomputing · 2007 · 179 citations

Engineering, Computational Neuroscience, Computer Engineering +12