| 2024 | ICONIP | Performance Analysis of Quantum-Enhanced Kernel Classifiers Based on Feature Maps: A Case Study on EEG-BCI Data. | Ravi Kumar Jha, Nikola K. Kasabov, Damien Coyle, Saugat Bhattacharyya, Girijesh Prasad |
| 2023 | ICASSP | Dynamic Source Localization and Functional Connectivity Estimation With State-Space Models: Preliminary Feasibility Analysis. | Jose Miguel Sanchez Bornot, Roberto C. Sotero, Damien Coyle |
| 2023 | ICSE | Knowledge-based Intelligent System for IT Incident DevOps. | Salman Ahmed, Muskaan Singh, Brendan Doherty, Effirul I. Ramlan, Kathryn Harkin, Magda Bucholc, Damien Coyle |
| 2023 | SMC | Decoding Neural Activity for Part-of-Speech Tagging (POS). | Salman Ahmed, Muskaan Singh, Saugat Bhattacharyya, Damien Coyle |
| 2022 | CEC | R2-HMEWO: Hybrid multi-objective evolutionary algorithm based on the Equilibrium Optimizer and Whale Optimization Algorithm. | Farajollah Tahernezhad-Javazm, Debbie Rankin, Damien Coyle |
| 2022 | IJCNN | Assembly-based STDP: A New Learning Rule for Spiking Neural Networks Inspired by Biological Assemblies. | Vahid Saranirad, Shirin Dora, T. M. McGinnity, Damien Coyle |
| 2021 | IJCNN | DoB-SNN: A New Neuron Assembly-Inspired Spiking Neural Network for Pattern Classification. | Vahid Saranirad, T. M. McGinnity, Shirin Dora, Damien Coyle |
| 2019 | SMC | Optimizing Layers Improves CNN Generalization and Transfer Learning for Imagined Speech Decoding from EEG. | Ciaran Cooney, Raffaella Folli, Damien Coyle |
| 2016 | SMC | A hybrid ICA-wavelet transform for automated artefact removal in EEG-based emotion recognition. | Alain Desire Bigirimana, Nazmul H. Siddique, Damien Coyle |
| 2016 | SMC | Imagined 3D hand movement trajectory decoding from sensorimotor EEG rhythms. | Attila Korik, Ronen Sosnik, Nazmul H. Siddique, Damien Coyle |
| 2014 | IJCNN | Calibration-less detection of steady-state visual evoked potentials-comparisons and combinations of methods. | Hubert Cecotti, Damien Coyle |
| 2012 | ICANN | Kinetic Modelling of Synaptic Functions in the Alpha Rhythm Neural Mass Model. | Basabdatta Sen Bhattacharya, Damien Coyle, Liam P. Maguire, Jill Stewart |
| 2012 | ICONIP | EEG Based Foot Movement Onset Detection with the Probabilistic Classification Vector Machine. | Raheleh Mohammadi, Ali Mahlooji Far, Huanhuan Chen, Damien Coyle |
| 2011 | IJCNN | EEG denoising with a recurrent quantum neural network for a brain-computer interface. | Vaibhav Gandhi, Vipul Arora, Laxmidhar Behera, Girijesh Prasad, Damien Coyle, T. Martin McGinnity |
| 2010 | IJCNN | Thalamocortical circuitry and alpha rhythm slowing: An empirical study based on a classic computational model. | Basabdatta Sen Bhattacharya, Damien Coyle, Liam P. Maguire |
| 2010 | IJCNN | On utilizing self-organizing fuzzy neural networks for financial forecasts in the NN5 forecasting competition. | Damien Coyle, Girijesh Prasad, T. Martin McGinnity |
| 2010 | IJCNN | Predictive-spectral-spatial preprocessing for a multiclass brain-computer interface. | Damien Coyle, Abdul Rehman Satti, T. Martin McGinnity |
| 2010 | ICPR | A Covariate Shift Minimisation Method to Alleviate Non-stationarity Effects for an Adaptive Brain-Computer Interface. | Abdul Rehman Satti, Cuntai Guan, Damien Coyle, Girijesh Prasad |
| 2009 | SMC | Spatio-Spectral & Temporal Parameter Searching using Class Correlation Analysis and Particle Swarm Optimization for a Brain Computer Interface. | Abdul Rehman Satti, Damien Coyle, Girijesh Prasad |
| 2008 | IJCNN | A multi-class brain-computer interface with SOFNN-based prediction preprocessing. | Damien Coyle, T. Martin McGinnity, Girijesh Prasad |