Damien Coyle

University of Ulster — United Kingdom

Neuroscience · Life Sciences

35h-index4.7kcitations243works3.12yr avg
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Research Topics

EEG and Brain-Computer Interfaces(151), Neural dynamics and brain function(82), Neuroscience and Neural Engineering(49), Functional Brain Connectivity Studies(39), Neural Networks and Applications(31)

Publications242 total

Comparative performance analysis of quantum feature maps for quantum kernel-based machine learning
Scientific Reports·2026Open Access
Continual learning with a predictive coding based classifier
Applied Soft Computing·2025Open Access
A hybrid spiking neural network - quantum framework for spatio-temporal data classification: a case study on EEG data
EPJ Quantum Technology·2025Open Access
A Spiking Neural Network-Quantum Model for Spatiotemporal Data Analysis: An Experimental Framework
2025Open Access
Editorial for Special Issue on Accelerating Brain Discovery Through Data Science and Neurotechnology: Part 2 [From the Guest Editors]
IEEE Signal Processing Magazine·2025
MEG Spectral Biomarkers of Alzheimer's Disease: Integrating MEG and MRI Features Using the BioFIND Dataset
2025Open Access
Deep predictive coding with bi-directional propagation for classification and reconstruction
Neural Networks·2025· 3 cited
Special Issue on Accelerating Brain Discovery Through Data Science and Neurotechnology: Part 1 [From the Guest Editors]
IEEE Signal Processing Magazine·2025
A Hybrid Spiking Neural Network-Quantum Classifier Framework: A Case Study Using EEG Data
2025Open Access
Performance Analysis of Quantum-Enhanced Kernel Classifiers Based on Feature Maps: A Case Study on EEG-BCI Data
Lecture notes in computer science·2025· 3 citedOpen Access
Decoding the Variable Velocity of Lower-Limb Stepping Movements From EEG
IEEE Transactions on Neural Systems and Rehabilitation Engineering·2025· 1 citedOpen Access
A machine learning approach for identifying anatomical biomarkers of early mild cognitive impairment
PeerJ·2024· 5 citedOpen Access
Magnetoencephalography Brain Spectral Biomarkers of Alzheimer's Disease: A Promising Approach Demonstrated with the BioFIND Dataset
2024
Deep multimodal representation learning for noninvasive neural speech decoding
Elsevier eBooks·2024
Contributors
Elsevier eBooks·2024Open Access
An evaluation of combined objective neurophysiologic markers to aid assessment of prolonged disorders of consciousness (PDoC)
2024· 1 citedOpen Access
One hundred years of EEG for brain and behaviour research
Nature Human Behaviour·2024· 41 citedOpen Access
Towards improving Alzheimer's intervention: a machine learning approach for biomarker detection through combining MEG and MRI pipelines
arXiv (Cornell University)·2024· 2 citedOpen Access
Improving inner speech decoding by hybridisation of bimodal EEG and fMRI data
2024
Artificial intelligence detects awareness of functional relation with the environment in 3 month old babies
Scientific Reports·2024· 1 citedOpen Access
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Frequent Co-authors

Girijesh Prasad(15), Liam Maguire(14), T.M. McGinnity(9), Attila Korik(6), Ciaran Cooney(5), Raffaella Folli(4), Nazmul Siddique(4), Abdul Satti(4), Pawel Herman(3), Fabien Lotte(3), Basabdatta Sen Bhattacharya(3), Ronen Sosnik(3), Karl McCreadie(3), Thomas H. Alderson(3), Arun L.W. Bokde(3), Kamal Abuhassan(3), Suzanne McDonough(2), Jacqueline Crosbie(2), Shane Wilson(2), Michael Callaghan(2)