Publications by authors named "Damien Coyle"

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Deep predictive coding with bi-directional propagation for classification and reconstruction.
Senhui Qiu, Saugat Bhattacharyya, Damien Coyle, Shirin Dora

Neural Netw· November 2025

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Decoding the Variable Velocity of Lower-Limb Stepping Movements From EEG.
Attila Korik, Naomi Du Bois, Jose Sanchez Bornot, Niall McShane, Christoph Guger, Damien Coyle

IEEE Trans Neural Syst Rehabil Eng· September 2025

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CDNA-SNN: A New Spiking Neural Network for Pattern Classification Using Neuronal Assemblies.
Vahid Saranirad, Shirin Dora, Thomas Martin McGinnity, Damien Coyle

IEEE Trans Neural Netw Learn Syst· February 2025

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A machine learning approach for identifying anatomical biomarkers of early mild cognitive impairment.
Alwani Liyana Ahmad, Jose M Sanchez-Bornot, Roberto C Sotero, Damien Coyle, Zamzuri Idris

PeerJ· December 2024

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One hundred years of EEG for brain and behaviour research.
Faisal Mushtaq, Dominik Welke, Anne Gallagher, Yuri G Pavlov, Layla Kouara, Damien Coyle

Nat Hum Behav· August 2024

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Artificial intelligence detects awareness of functional relation with the environment in 3 month old babies.
Massoud Khodadadzadeh, Aliza T Sloan, Nancy Aaron Jones, Damien Coyle, J A Scott Kelso

Sci Rep· July 2024

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Improving inner speech decoding by hybridisation of bimodal EEG and fMRI data.
Scott Wellington, Holly Wilson, Foteini Simistira Liwicki, Vibha Gupta, Rajkumar Saini, Damien Coyle

Annu Int Conf IEEE Eng Med Biol Soc· July 2024

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Solving large-scale MEG/EEG source localisation and functional connectivity problems simultaneously using state-space models.
Jose Sanchez-Bornot, Roberto C Sotero, J A Scott Kelso, Özgür Şimşek, Damien Coyle

Neuroimage· January 2024

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Effect of Lower Limb Exoskeleton on the Modulation of Neural Activity and Gait Classification.
Stefano Tortora, Luca Tonin, Sebastian Sieghartsleitner, Rupert Ortner, Christoph Guger, Damien Coyle

IEEE Trans Neural Syst Rehabil Eng· July 2023

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2D Capsule Networks Detect Perceived Changes in Infant∼Environment Relationship Reflected in 3D Movement Dynamics.
Massoud Khodadadzadeh, Aliza T Sloan, Nancy Aaron Jones, Damien Coyle, J A Scott Kelso

Res Sq· July 2023

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Paving the Way for Motor Imagery-Based Tele-Rehabilitation through a Fully Wearable BCI System.
Pasquale Arpaia, Damien Coyle, Antonio Esposito, Angela Natalizio, Marco Parvis

Sensors (Basel)· June 2023

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Opportunities, pitfalls and trade-offs in designing protocols for measuring the neural correlates of speech.
Ciaran Cooney, Raffaella Folli, Damien Coyle

Neurosci Biobehav Rev· September 2022

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Competing at the Cybathlon championship for people with disabilities: long-term motor imagery brain-computer interface training of a cybathlete who has tetraplegia.
Attila Korik, Karl McCreadie, Niall McShane, Naomi Du Bois, Massoud Khodadadzadeh, Damien Coyle

J Neuroeng Rehabil· September 2022

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A Bimodal Deep Learning Architecture for EEG-fNIRS Decoding of Overt and Imagined Speech.
Ciaran Cooney, Raffaella Folli, Damien Coyle

IEEE Trans Biomed Eng· June 2022

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Editorial: Long Term User Training and Preparation to Succeed in a Closed-Loop BCI Competition.
Gernot R Müller-Putz, Damien Coyle, Fabien Lotte, Jing Jin, David Steyrl

Front Hum Neurosci· March 2022

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Editorial: Advances in the Integration of Brain-Machine Interfaces and Robotic Devices.
Luca Tonin, Emanuele Menegatti, Damien Coyle

Front Robot AI· March 2021

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Metastable neural dynamics underlies cognitive performance across multiple behavioural paradigms.
Thomas H Alderson, Arun L W Bokde, J A Scott Kelso, Liam Maguire, Damien Coyle

Hum Brain Mapp· August 2020

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Evaluation of Hyperparameter Optimization in Machine and Deep Learning Methods for Decoding Imagined Speech EEG.
Ciaran Cooney, Attila Korik, Raffaella Folli, Damien Coyle

Sensors (Basel)· August 2020

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A Systematic Review Establishing the Current State-of-the-Art, the Limitations, and the DESIRED Checklist in Studies of Direct Neural Interfacing With Robotic Gait Devices in Stroke Rehabilitation.
Olive Lennon, Michele Tonellato, Alessandra Del Felice, Roberto Di Marco, Caitriona Fingleton, Damien Coyle

Front Neurosci· June 2020

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Speed of Rapid Serial Visual Presentation of Pictures, Numbers and Words Affects Event-Related Potential-Based Detection Accuracy.
Stephanie Lees, Paul McCullagh, Phillippa Payne, Liam Maguire, Fabien Lotte, Damien Coyle

IEEE Trans Neural Syst Rehabil Eng· January 2020

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Decoding Imagined 3D Arm Movement Trajectories From EEG to Control Two Virtual Arms-A Pilot Study.
Attila Korik, Ronen Sosnik, Nazmul Siddique, Damien Coyle

Front Neurorobot· November 2019

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Neurogaming With Motion-Onset Visual Evoked Potentials (mVEPs): Adults Versus Teenagers.
Ryan Beveridge, Shane Wilson, Michael Callaghan, Damien Coyle

IEEE Trans Neural Syst Rehabil Eng· April 2019

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Metastable neural dynamics in Alzheimer's disease are disrupted by lesions to the structural connectome.
Thomas H Alderson, Arun L W Bokde, J A Scott Kelso, Liam Maguire, Damien Coyle

Neuroimage· December 2018

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Neurolinguistics Research Advancing Development of a Direct-Speech Brain-Computer Interface.
Ciaran Cooney, Raffaella Folli, Damien Coyle

iScience· October 2018

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Decoding Imagined 3D Hand Movement Trajectories From EEG: Evidence to Support the Use of Mu, Beta, and Low Gamma Oscillations.
Attila Korik, Ronen Sosnik, Nazmul Siddique, Damien Coyle

Front Neurosci· March 2018

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