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 · 322 citations

Engineering, Neuroscience, Biomedical Signal Processing +16

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 · 276 citations · Full text

Computing, Computer Science, Machine Learning +13

Forecasting price movements using technical indicators: Investigating the impact of varying input window length

Yauheniya Shynkevich, T.M. McGinnity, Sonya Coleman et al. · Neurocomputing · 2017 · 182 citations · Full text

Business, Business Economics, Economics +14

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

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

Computing, Computer Science, Mathematics +9

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, Computer Engineering, Computer Systems +14