Damien Coyle

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 36

Top Topics

Evoked Potentials

Reference Points

Top Venues

Publications

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 (2024)
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 (2024)
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 (2024)
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) (2023)
Salman Ahmed, Muskaan Singh, Saugat Bhattacharyya, Damien Coyle
Decoding Neural Activity for Part-of-Speech Tagging (POS). SMC (2023)
Mark Gorman, Xuemei Ding, Liam P. Maguire, Damien Coyle
Convolutional AutoEncoders for Anomaly Detection in Semiconductor Manufacturing. AICS (2023)
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) (2023)
Niall Mc Shane, Karl A. McCreadie, Darryl Charles, Attila Korik, Damien Coyle
Decoding Motion Trajectories in an Upper Limb BCI: Linear Regression vs Deep Learning. MetroXRAINE (2023)
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)
Senhui Qiu, Saugat Bhattacharyya, Damien Coyle, Shirin Dora
Deep Predictive Coding with Bi-directional Propagation for Classification and Reconstruction. CoRR (2023)
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)
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)
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) (2023)
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) (2022)
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) (2022)
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)
Cathal Murray, Priyanka Chaurasia, Lynsey Hollywood, Damien Coyle
A Comparative Analysis of State-of-the-Art Time Series Forecasting Algorithms. CSCI (2022)
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)
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)
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)
Farajollah Tahernezhad-Javazm, Debbie Rankin, Damien Coyle
A Hybrid Multi-Objective Teaching Learning-Based Optimization Using Reference Points and R2 Indicator. ISMSI (2022)
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)
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)
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 (2022)
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)
Luca Tonin, Emanuele Menegatti, Damien Coyle
Editorial: Advances in the Integration of Brain-Machine Interfaces and Robotic Devices. Frontiers Robotics AI 8 (2021)
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 (2021)
Vahid Saranirad, T. M. McGinnity, Shirin Dora, Damien Coyle
DoB-SNN: A New Neuron Assembly-Inspired Spiking Neural Network for Pattern Classification. IJCNN (2021)
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) (2020)
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 (2019)
Ciaran Cooney, Raffaella Folli, Damien Coyle
Classification of imagined spoken Word-Pairs using Convolutional Neural Networks. GBCIC (2019)
Ciaran Cooney, Raffaella Folli, Damien Coyle
Optimizing Layers Improves CNN Generalization and Transfer Learning for Imagined Speech Decoding from EEG. SMC (2019)
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 (2018)
Alain Desire Bigirimana, Nazmul H. Siddique, Damien Coyle
Brain-Computer Interfacing with Emotion-Inducing imagery: a Pilot Study. GBCIC (2017)
Alain Desire Bigirimana, Nazmul H. Siddique, Damien Coyle
A hybrid ICA-wavelet transform for automated artefact removal in EEG-based emotion recognition. SMC (2016)
Attila Korik, Ronen Sosnik, Nazmul H. Siddique, Damien Coyle
Imagined 3D hand movement trajectory decoding from sensorimotor EEG rhythms. SMC (2016)
David Marshall, Ryan Beveridge, Shane Wilson, Damien Coyle
Interacting with multiple game genres using Motion Onset Visual Evoked Potentials. CGAMES (2015)
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 (2015)
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) (2015)
Ryan Beveridge, David Marshall, Shane Wilson, Damien Coyle
Classification effects on Motion-Onset Visual Evoked Potentials using commercially available video games. CGAMES (2015)
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)
Hubert Cecotti, Damien Coyle
Calibration-less detection of steady-state visual evoked potentials-comparisons and combinations of methods. IJCNN (2014)
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) (2014)
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) (2014)
Kamal Abuhassan, Damien Coyle, Ammar Belatreche, Liam P. Maguire
Compensating for synaptic loss in Alzheimer's disease. J. Comput. Neurosci. 36 (1) (2014)
Kamal Abuhassan, Damien Coyle, Liam P. Maguire
Compensating for thalamocortical synaptic loss in Alzheimer's disease. Frontiers Comput. Neurosci. 8 (2014)
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) (2013)
Raheleh Mohammadi, Ali Mahlooji Far, Damien Coyle
Unsupervised short-term covariate shift minimization for self-paced BCI. CCMB (2013)
Karl A. McCreadie, Damien Coyle, Girijesh Prasad
Sensorimotor learning with stereo auditory feedback for a brain-computer interface. Medical Biol. Eng. Comput. 51 (3) (2013)
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) (2013)
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 (2013)
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) (2013)
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)
Raheleh Mohammadi, Ali Mahlooji Far, Damien Coyle
A Combination of Pre- and Postprocessing Techniques to Enhance Self-Paced BCIs. Adv. Hum. Comput. Interact. 2012 (2012)
Raheleh Mohammadi, Ali Mahlooji Far, Huanhuan Chen, Damien Coyle
EEG Based Foot Movement Onset Detection with the Probabilistic Classification Vector Machine. ICONIP (4) (2012)
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) (2012)
Kevin Curran, Peng Yuan, Damien Coyle
Using acoustic sensors to discriminate between nasal and mouth breathing. Int. J. Bioinform. Res. Appl. 8 (5/6) (2012)
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) (2012)
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) (2012)
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)
Basabdatta Sen Bhattacharya, Damien Coyle, Liam P. Maguire
Assessing retino-geniculo-cortical connectivities in Alzheimer's Disease with a neural mass model. CCMB (2011)
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)
Damien Coyle, Girijesh Prasad, T. Martin McGinnity
A self-organising fuzzy neural network with locally recurrent self-adaptive synapses. EAIS (2011)
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) (2011)
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) (2011)
Abdul Rehman Satti, Damien Coyle, Girijesh Prasad
Self-paced brain-controlled wheelchair methodology with shared and automated assistive control. CCMB (2011)
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)
Damien Coyle, Abdul Rehman Satti, T. Martin McGinnity
Predictive-spectral-spatial preprocessing for a multiclass brain-computer interface. IJCNN (2010)
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) (2010)
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) (2010)
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)
Damien Coyle
United Kingdom and Republic of Ireland Chapter Report [Family Corner]. IEEE Comput. Intell. Mag. 5 (2) (2010)
Basabdatta Sen Bhattacharya, Damien Coyle, Liam P. Maguire
Intra- and inter-connectivity influences on event related changes in thalamocortical alpha rhythms. BIC-TA (2010)
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)
Damien Coyle, Girijesh Prasad, T. Martin McGinnity
On utilizing self-organizing fuzzy neural networks for financial forecasts in the NN5 forecasting competition. IJCNN (2010)
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)
Damien Coyle
Neural network based auto association and time-series prediction for biosignal processing in brain-computer interfaces. IEEE Comput. Intell. Mag. 4 (4) (2009)
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) (2009)
Damien Coyle, T. Martin McGinnity, Girijesh Prasad
A multi-class brain-computer interface with SOFNN-based prediction preprocessing. IJCNN (2008)
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)
Damien Coyle, Thomas Martin McGinnity, Girijesh Prasad
Creating a Nonparametric Brain-Computer Interface with Neural Time-Series Prediction Preprocessing. EMBC (2006)
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) (2005)