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Damien Coyle
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2020 – today
- 2024
- [j35]Jose Miguel Sanchez Bornot
, Roberto C. Sotero, J. A. Scott Kelso, Özgür Simsek
, Damien Coyle
:
Solving large-scale MEG/EEG source localisation and functional connectivity problems simultaneously using state-space models. NeuroImage 285: 120458 (2024) - [c46]Scott Wellington, Holly Wilson, Foteini Simistira Liwicki, Vibha Gupta, Rajkumar Saini, Kanjar De, Nosheen Abid, Sumit Rakesh, Johan Gunnar Eriksson, Oliver Watts, Xi Chen, Damien Coyle, Mohammad Golbabaee, Michael J. Proulx, Marcus Liwicki, Eamonn O'Neill, Benjamin Metcalfe:
Improving inner speech decoding by hybridisation of bimodal EEG and fMRI data. EMBC 2024: 1-5 - [c45]Senhui Qiu
, Saugat Bhattacharyya
, Damien Coyle
, Shirin Dora
:
Developing Variational Generative Models Using Predictive Coding. UKCI 2024: 20-31 - [i5]Farajollah Tahernezhad-Javazm, Debbie Rankin, Naomi du Bois, Alice E. Smith
, Damien Coyle:
R2 Indicator and Deep Reinforcement Learning Enhanced Adaptive Multi-Objective Evolutionary Algorithm. CoRR abs/2404.08161 (2024) - [i4]Alwani Liyana Ahmad, Jose Miguel Sanchez Bornot, Roberto C. Sotero, Damien Coyle, Zamzuri Idris, Ibrahima Faye:
A Machine Learning Approach for Identifying Anatomical Biomarkers of Early Mild Cognitive Impairment. CoRR abs/2407.00040 (2024) - [i3]Alwani Liyana Ahmad, Jose Miguel Sanchez Bornot, Roberto C. Sotero, Damien Coyle, Zamzuri Idris, Ibrahima Faye:
Towards improving Alzheimer's intervention: a machine learning approach for biomarker detection through combining MEG and MRI pipelines. CoRR abs/2408.04815 (2024) - 2023
- [j34]Shuo Liu
, Yi Cao
, Junxiu Liu, Xuemei Ding, Damien Coyle
:
A novelty detection approach to effectively predict conversion from mild cognitive impairment to Alzheimer's disease. Int. J. Mach. Learn. Cybern. 14(1): 213-228 (2023) - [j33]Gaurav Garg
, Girijesh Prasad, Lalit Garg, Makoto Miyakoshi
, Toshiharu Nakai
, Damien Coyle:
Correction to: Regional optimum frequency analysis of resting-state fMRI data for early detection of Alzheimer's disease biomarkers. Multim. Tools Appl. 82(6): 9551-9552 (2023) - [j32]Pasquale Arpaia
, Damien Coyle, Antonio Esposito
, Angela Natalizio
, Marco Parvis
, Marisa Pesola
, Ersilia Vallefuoco
:
Paving the Way for Motor Imagery-Based Tele-Rehabilitation through a Fully Wearable BCI System. Sensors 23(13): 5836 (2023) - [c44]Mark Gorman, Xuemei Ding, Liam P. Maguire, Damien Coyle:
Convolutional AutoEncoders for Anomaly Detection in Semiconductor Manufacturing. AICS 2023: 1-6 - [c43]Jose Miguel Sanchez Bornot
, Roberto C. Sotero, Damien Coyle:
Dynamic Source Localization and Functional Connectivity Estimation With State-Space Models: Preliminary Feasibility Analysis. ICASSP Workshops 2023: 1-5 - [c42]Salman Ahmed
, Muskaan Singh, Brendan Doherty, Effirul I. Ramlan, Kathryn Harkin, Magda Bucholc
, Damien Coyle:
Knowledge-based Intelligent System for IT Incident DevOps. AIOps@ICSE 2023: 1-7 - [c41]Damien Coyle, Pasquale Arpaia, Loredana Cristaldi, Lucio Tommaso De Paolis, Marco Sacco, Antonio Esposito, Simone Barcellona
, Egidio De Benedetto, Aldo Franco Dragoni, Karl A. McCreadie:
Welcome Message from the General Chairs and Technical Program Chairs. MetroXRAINE 2023: 1-2 - [c40]Niall McShane
, Karl A. McCreadie, Darryl Charles
, Attila Korik, Damien Coyle:
Decoding Motion Trajectories in an Upper Limb BCI: Linear Regression vs Deep Learning. MetroXRAINE 2023: 1039-1044 - [c39]Salman Ahmed
, Muskaan Singh, Saugat Bhattacharyya, Damien Coyle:
Decoding Neural Activity for Part-of-Speech Tagging (POS). SMC 2023: 3079-3084 - [i2]Senhui Qiu, Saugat Bhattacharyya, Damien Coyle, Shirin Dora:
Deep Predictive Coding with Bi-directional Propagation for Classification and Reconstruction. CoRR abs/2305.18472 (2023) - 2022
- [j31]Gaurav Garg
, Girijesh Prasad
, Lalit Garg, Makoto Miyakoshi, Toshiharu Nakai
, Damien Coyle
:
Regional optimum frequency analysis of resting-state fMRI data for early detection of Alzheimer's disease biomarkers. Multim. Tools Appl. 81(29): 41953-41977 (2022) - [j30]Ciaran Cooney
, Raffaella Folli
, Damien Coyle
:
A Bimodal Deep Learning Architecture for EEG-fNIRS Decoding of Overt and Imagined Speech. IEEE Trans. Biomed. Eng. 69(6): 1983-1994 (2022) - [c38]Pasquale Arpaia, Damien Coyle
, Francesco Donnarumma, Antonio Esposito
, Angela Natalizio, Marco Parvis:
Non-immersive Versus Immersive Extended Reality for Motor Imagery Neurofeedback Within a Brain-Computer Interfaces. XR (2) 2022: 407-419 - [c37]Pasquale Arpaia, Damien Coyle
, Giovanni D'Errico
, Egidio De Benedetto, Lucio Tommaso De Paolis, Naomi du Bois
, Sabrina Grassini, Giovanna Mastrati, Nicola Moccaldi, Ersilia Vallefuoco
:
Virtual Reality Enhances EEG-Based Neurofeedback for Emotional Self-regulation. XR (2) 2022: 420-431 - [c36]Farajollah Tahernezhad-Javazm
, Debbie Rankin, Damien Coyle
:
R2-HMEWO: Hybrid multi-objective evolutionary algorithm based on the Equilibrium Optimizer and Whale Optimization Algorithm. CEC 2022: 1-8 - [c35]Cathal Murray
, Priyanka Chaurasia
, Lynsey Hollywood
, Damien Coyle
:
A Comparative Analysis of State-of-the-Art Time Series Forecasting Algorithms. CSCI 2022: 89-95 - [c34]Vahid Saranirad, Shirin Dora, T. M. McGinnity, Damien Coyle
:
Assembly-based STDP: A New Learning Rule for Spiking Neural Networks Inspired by Biological Assemblies. IJCNN 2022: 1-7 - [c33]Farajollah Tahernezhad-Javazm
, Debbie Rankin, Damien Coyle
:
A Hybrid Multi-Objective Teaching Learning-Based Optimization Using Reference Points and R2 Indicator. ISMSI 2022: 19-23 - [c32]Naomi du Bois
, Ryan Beveridge, Niall McShane
, Tony Moore, Damien Coyle
:
Signal Quality Assessment of a Wearable Electroencephalography (EEG) Device Built on a Flexible Printed Circuit: FlexEEG. MetroXRAINE 2022: 679-684 - [c31]Pasquale Arpaia, Damien Coyle
, Francesco Donnarumma, Antonio Esposito
, Angela Natalizio, Marco Parvis, Marisa Pesola
, Ersilia Vallefuoco
:
Multimodal Feedback in Assisting a Wearable Brain-Computer Interface Based on Motor Imagery. MetroXRAINE 2022: 691-696 - [c30]Niall McShane, Karl A. McCreadie, Darryl Charles
, Attila Korik, Damien Coyle
:
Online 3D Motion Decoder BCI for Embodied Virtual Reality Upper Limb Control: A Pilot Study. MetroXRAINE 2022: 697-702 - [i1]Jose Miguel Sanchez Bornot, Roberto C. Sotero, J. A. Scott Kelso, Damien Coyle:
Solving large-scale MEG/EEG source localization and functional connectivity problems simultaneously using state-space models. CoRR abs/2208.12854 (2022) - 2021
- [j29]Luca Tonin
, Emanuele Menegatti
, Damien Coyle
:
Editorial: Advances in the Integration of Brain-Machine Interfaces and Robotic Devices. Frontiers Robotics AI 8: 653615 (2021) - [j28]Massoud Khodadadzadeh
, Xuemei Ding
, Priyanka Chaurasia
, Damien Coyle
:
A Hybrid Capsule Network for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 11824-11839 (2021) - [c29]Vahid Saranirad, T. M. McGinnity, Shirin Dora, Damien Coyle
:
DoB-SNN: A New Neuron Assembly-Inspired Spiking Neural Network for Pattern Classification. IJCNN 2021: 1-6 - 2020
- [j27]Ciaran Cooney
, Attila Korik, Raffaella Folli, Damien Coyle
:
Evaluation of Hyperparameter Optimization in Machine and Deep Learning Methods for Decoding Imagined Speech EEG. Sensors 20(16): 4629 (2020)
2010 – 2019
- 2019
- [j26]Attila Korik, Ronen Sosnik, Nazmul H. Siddique, Damien Coyle
:
Decoding Imagined 3D Arm Movement Trajectories From EEG to Control Two Virtual Arms - A Pilot Study. Frontiers Neurorobotics 13: 94 (2019) - [c28]Ciaran Cooney
, Raffaella Folli, Damien Coyle
:
Classification of imagined spoken Word-Pairs using Convolutional Neural Networks. GBCIC 2019 - [c27]Ciaran Cooney
, Raffaella Folli, Damien Coyle
:
Optimizing Layers Improves CNN Generalization and Transfer Learning for Imagined Speech Decoding from EEG. SMC 2019: 1311-1316 - 2018
- [j25]Thomas H. Alderson, Arun L. W. Bokde, J. A. Scott Kelso, Liam P. Maguire
, Damien Coyle
:
Metastable neural dynamics in Alzheimer's disease are disrupted by lesions to the structural connectome. NeuroImage 183: 438-455 (2018) - 2017
- [c26]Alain Desire Bigirimana
, Nazmul H. Siddique, Damien Coyle
:
Brain-Computer Interfacing with Emotion-Inducing imagery: a Pilot Study. GBCIC 2017 - [p5]Damien Coyle
, Jacqueline Stow, Karl A. McCreadie, Nadia Sciacca, Jacinta McElligott, Áine Carroll:
Motor Imagery BCI with Auditory Feedback as a Mechanism for Assessment and Communication in Disorders of Consciousness. Brain-Computer Interface Research (5) 2017: 51-69 - [p4]Christoph Guger, Damien Coyle
, Donatella Mattia, Marzia De Lucia
, Leigh R. Hochberg, Brian L. Edlow, Betts Peters, Brandon Eddy, Chang S. Nam
, Quentin Noirhomme, Brendan Z. Allison, Jitka Annen:
Trends in BCI Research I: Brain-Computer Interfaces for Assessment of Patients with Locked-in Syndrome or Disorders of Consciousness. Brain-Computer Interface Research (6) 2017: 105-125 - 2016
- [c25]Alain Desire Bigirimana
, Nazmul H. Siddique, Damien Coyle
:
A hybrid ICA-wavelet transform for automated artefact removal in EEG-based emotion recognition. SMC 2016: 4429-4434 - [c24]Attila Korik, Ronen Sosnik, Nazmul H. Siddique, Damien Coyle
:
Imagined 3D hand movement trajectory decoding from sensorimotor EEG rhythms. SMC 2016: 4591-4596 - 2015
- [j24]Xingfeng Li
, Elizabeth G. Kehoe, Thomas Martin McGinnity
, Damien Coyle
, Arun L. W. Bokde:
Modulation of Effective Connectivity in the Default Mode Network at Rest and During a Memory Task. Brain Connect. 5(1): 60-67 (2015) - [j23]Vaibhav Gandhi
, Girijesh Prasad
, Damien Coyle
, Laxmidhar Behera
, Thomas Martin McGinnity
:
Evaluating Quantum Neural Network filtered motor imagery brain-computer interface using multiple classification techniques. Neurocomputing 170: 161-167 (2015) - [c23]David Marshall, Ryan Beveridge, Shane Wilson, Damien Coyle
:
Interacting with multiple game genres using Motion Onset Visual Evoked Potentials. CGAMES 2015: 18-27 - [c22]Ryan Beveridge, David Marshall, Shane Wilson, Damien Coyle
:
Classification effects on Motion-Onset Visual Evoked Potentials using commercially available video games. CGAMES 2015: 28-37 - [c21]Attila Korik, Nazmul H. Siddique, Ronen Sosnik, Damien Coyle
:
E3D hand movement velocity reconstruction using power spectral density of EEG signals and neural network. EMBC 2015: 8103-8106 - [p3]Damien Coyle
, Ronen Sosnik:
Neuroengineering. Handbook of Computational Intelligence 2015: 727-769 - 2014
- [j22]Kamal Abuhassan
, Damien Coyle
, Liam P. Maguire
:
Compensating for thalamocortical synaptic loss in Alzheimer's disease. Frontiers Comput. Neurosci. 8: 65 (2014) - [j21]Kamal Abuhassan
, Damien Coyle
, Ammar Belatreche, Liam P. Maguire
:
Compensating for synaptic loss in Alzheimer's disease. J. Comput. Neurosci. 36(1): 19-37 (2014) - [j20]Vaibhav Gandhi, Girijesh Prasad
, Damien Coyle
, Laxmidhar Behera
, Thomas Martin McGinnity
:
Quantum Neural Network-Based EEG Filtering for a Brain-Computer Interface. IEEE Trans. Neural Networks Learn. Syst. 25(2): 278-288 (2014) - [j19]Vaibhav Gandhi, Girijesh Prasad
, Damien Coyle
, Laxmidhar Behera
, Thomas Martin McGinnity
:
EEG-Based Mobile Robot Control Through an Adaptive Brain-Robot Interface. IEEE Trans. Syst. Man Cybern. Syst. 44(9): 1278-1285 (2014) - [c20]Hubert Cecotti, Damien Coyle
:
Calibration-less detection of steady-state visual evoked potentials-comparisons and combinations of methods. IJCNN 2014: 4050-4055 - [p2]Basabdatta Sen Bhattacharya
, Neslihan Serap Sengör, Yüksel Çakir
, Liam P. Maguire
, Damien Coyle
:
Spectral and Non-linear Analysis of Thalamocortical Neural Mass Model Oscillatory Dynamics. Advanced Computational Approaches to Biomedical Engineering 2014: 87-112 - 2013
- [j18]Basabdatta Sen Bhattacharya
, Yüksel Çakir
, Neslihan Serap Sengör
, Liam P. Maguire
, Damien Coyle
:
Model-based bifurcation and power spectral analyses of thalamocortical alpha rhythm slowing in Alzheimer's Disease. Neurocomputing 115: 11-22 (2013) - [j17]Karl A. McCreadie
, Damien Coyle
, Girijesh Prasad
:
Sensorimotor learning with stereo auditory feedback for a brain-computer interface. Medical Biol. Eng. Comput. 51(3): 285-293 (2013) - [j16]Xingfeng Li
, Damien Coyle
, Liam P. Maguire
, Thomas Martin McGinnity
:
A Least Trimmed Square Regression Method for Second Level fMRI Effective Connectivity Analysis. Neuroinformatics 11(1): 105-118 (2013) - [j15]Damien Coyle
, José C. Príncipe, Fabien Lotte
, Anton Nijholt
:
Guest Editorial: Brain/neuronal - Computer game interfaces and interaction. IEEE Trans. Comput. Intell. AI Games 5(2): 77-81 (2013) - [j14]David Marshall, Damien Coyle
, Shane Wilson, Michael J. Callaghan:
Games, Gameplay, and BCI: The State of the Art. IEEE Trans. Comput. Intell. AI Games 5(2): 82-99 (2013) - [c19]Raheleh Mohammadi, Ali Mahlooji Far, Damien Coyle
:
Unsupervised short-term covariate shift minimization for self-paced BCI. CCMB 2013: 101-106 - [p1]Damien Coyle
:
Channel and Class Dependent Time-Series Embedding Using Partial Mutual Information Improves Sensorimotor Rhythm Based Brain-Computer Interfaces. Time Series Analysis, Modeling and Applications 2013: 249-278 - 2012
- [j13]Raheleh Mohammadi
, Ali Mahlooji Far, Damien Coyle
:
A Combination of Pre- and Postprocessing Techniques to Enhance Self-Paced BCIs. Adv. Hum. Comput. Interact. 2012: 185320:1-185320:10 (2012) - [j12]Kevin Curran
, Peng Yuan, Damien Coyle
:
Using acoustic sensors to discriminate between nasal and mouth breathing. Int. J. Bioinform. Res. Appl. 8(5/6): 382-396 (2012) - [j11]Xin Zou, Damien Coyle
, KongFatt Wong-Lin
, Liam P. Maguire
:
Beta-amyloid induced changes in A-type K+ current can alter hippocampo-septal network dynamics. J. Comput. Neurosci. 32(3): 465-477 (2012) - [j10]Basabdatta Sen Bhattacharya, Damien Coyle, Liam P. Maguire:
Assessing Alpha Band Event-related Synchronisation/Desynchronisation Using a Bio-Inspired Computational Model. J. Univers. Comput. Sci. 18(13): 1888-1904 (2012) - [j9]Kamal Abuhassan
, Damien Coyle
, Liam P. Maguire
:
Investigating the Neural Correlates of Pathological Cortical Networks in Alzheimer's Disease Using Heterogeneous Neuronal Models. IEEE Trans. Biomed. Eng. 59(3): 890-896 (2012) - [c18]Karl A. McCreadie
, Damien H. Coyle
, Girijesh Prasad:
Learning to modulate sensorimotor rhythms with stereo auditory feedback for a brain-computer interface. EMBC 2012: 6711-6714 - [c17]Basabdatta Sen Bhattacharya
, Damien Coyle
, Liam P. Maguire
, Jill Stewart
:
Kinetic Modelling of Synaptic Functions in the Alpha Rhythm Neural Mass Model. ICANN (1) 2012: 645-652 - [c16]Raheleh Mohammadi, Ali Mahlooji Far, Huanhuan Chen, Damien Coyle
:
EEG Based Foot Movement Onset Detection with the Probabilistic Classification Vector Machine. ICONIP (4) 2012: 356-363 - 2011
- [j8]Basabdatta Sen Bhattacharya
, Damien Coyle
, Liam P. Maguire
:
A thalamo-cortico-thalamic neural mass model to study alpha rhythms in Alzheimer's disease. Neural Networks 24(6): 631-645 (2011) - [j7]Xingfeng Li
, Damien Coyle
, Liam P. Maguire
, Thomas Martin McGinnity
, Habib Benali:
A Model Selection Method for Nonlinear System Identification Based fMRI Effective Connectivity Analysis. IEEE Trans. Medical Imaging 30(7): 1365-1380 (2011) - [c15]Damien Coyle
, Jhonatan Garcia, Abdul Rehman Satti, T. Martin McGinnity
:
EEG-based continuous control of a game using a 3 channel motor imagery BCI: BCI game. CCMB 2011: 88-94 - [c14]Abdul Rehman Satti, Damien Coyle
, Girijesh Prasad:
Self-paced brain-controlled wheelchair methodology with shared and automated assistive control. CCMB 2011: 120-127 - [c13]Basabdatta Sen Bhattacharya
, Damien Coyle
, Liam P. Maguire
:
Assessing retino-geniculo-cortical connectivities in Alzheimer's Disease with a neural mass model. CCMB 2011: 159-163 - [c12]Damien Coyle
, Girijesh Prasad, T. Martin McGinnity
:
A self-organising fuzzy neural network with locally recurrent self-adaptive synapses. EAIS 2011: 1-8 - [c11]Kamal Abuhassan, Damien Coyle
, Liam P. Maguire
:
Employing neuronal networks to investigate the pathophysiological basis of abnormal cortical oscillations in Alzheimer's disease. EMBC 2011: 2065-2068 - [c10]Vaibhav Gandhi, Vipul Arora
, Laxmidhar Behera
, Girijesh Prasad
, Damien Coyle
, T. Martin McGinnity
:
EEG denoising with a recurrent quantum neural network for a brain-computer interface. IJCNN 2011: 1583-1590 - 2010
- [j6]Damien Coyle
, T. Martin McGinnity
, Girijesh Prasad
:
Improving the separability of multiple EEG features for a BCI by neural-time-series-prediction-preprocessing. Biomed. Signal Process. Control. 5(3): 196-204 (2010) - [j5]Damien Coyle
:
United Kingdom and Republic of Ireland Chapter Report [Family Corner]. IEEE Comput. Intell. Mag. 5(2): 16-19 (2010) - [j4]Xingfeng Li
, Damien Coyle
, Liam P. Maguire
, Thomas Martin McGinnity
, David R. Watson, Habib Benali:
A least angle regression method for fMRI activation detection in phase-encoded experimental designs. NeuroImage 52(4): 1390-1400 (2010) - [c9]Basabdatta Sen Bhattacharya
, Damien Coyle
, Liam P. Maguire
:
Intra- and inter-connectivity influences on event related changes in thalamocortical alpha rhythms. BIC-TA 2010: 1685-1692 - [c8]Abdul Rehman Satti, Cuntai Guan
, Damien Coyle
, Girijesh Prasad
:
A Covariate Shift Minimisation Method to Alleviate Non-stationarity Effects for an Adaptive Brain-Computer Interface. ICPR 2010: 105-108 - [c7]Basabdatta Sen Bhattacharya
, Damien Coyle
, Liam P. Maguire
:
Thalamocortical circuitry and alpha rhythm slowing: An empirical study based on a classic computational model. IJCNN 2010: 1-7 - [c6]Damien Coyle
, Girijesh Prasad
, T. Martin McGinnity
:
On utilizing self-organizing fuzzy neural networks for financial forecasts in the NN5 forecasting competition. IJCNN 2010: 1-8 - [c5]Damien Coyle
, Abdul Rehman Satti, T. Martin McGinnity
:
Predictive-spectral-spatial preprocessing for a multiclass brain-computer interface. IJCNN 2010: 1-8
2000 – 2009
- 2009
- [j3]Damien Coyle
:
Neural network based auto association and time-series prediction for biosignal processing in brain-computer interfaces. IEEE Comput. Intell. Mag. 4(4): 47-59 (2009) - [j2]Damien Coyle
, Girijesh Prasad
, T. Martin McGinnity
:
Faster Self-Organizing Fuzzy Neural Network Training and a Hyperparameter Analysis for a Brain-Computer Interface. IEEE Trans. Syst. Man Cybern. Part B 39(6): 1458-1471 (2009) - [c4]Abdul Rehman Satti, Damien Coyle
, Girijesh Prasad
:
Spatio-Spectral & Temporal Parameter Searching using Class Correlation Analysis and Particle Swarm Optimization for a Brain Computer Interface. SMC 2009: 1731-1735 - 2008
- [c3]Damien Coyle
, T. Martin McGinnity
, Girijesh Prasad:
A multi-class brain-computer interface with SOFNN-based prediction preprocessing. IJCNN 2008: 3696-3703 - 2006
- [b1]Damien Hugh Coyle:
Intelligent preprocessing and feature extraction techniques for a brain-computer interface. Ulster University, UK, 2006 - [c2]Damien Coyle
, Thomas Martin McGinnity
, Girijesh Prasad:
Creating a Nonparametric Brain-Computer Interface with Neural Time-Series Prediction Preprocessing. EMBC 2006: 2183-2186 - [c1]Damien Coyle
, Girijesh Prasad, Thomas Martin McGinnity
:
Enhancing Autonomy and Computational Efficiency of the Self-Organizing Fuzzy Neural Network for a Brain Computer Interface. FUZZ-IEEE 2006: 2270-2277 - 2005
- [j1]Damien Coyle
, Girijesh Prasad
, T. Martin McGinnity
:
A Time-Frequency Approach to Feature Extraction for a Brain-Computer Interface with a Comparative Analysis of Performance Measures. EURASIP J. Adv. Signal Process. 2005(19): 3141-3151 (2005)
Coauthor Index

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