Gordon Lightbody

According to our database, Gordon Lightbody authored at least 66 papers between 1996 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Development of an EEG artefact detection algorithm and its application in grading neonatal hypoxic-ischemic encephalopathy.

Mark E. O'Sullivan, Gordon Lightbody, Sean R. Mathieson, William P. Marnane, Geraldine B. Boylan, John M. O'Toole

Expert Syst. Appl., 2023

Neonatal Hypoxic-ischemic Encephalopathy Grading from Multi-channel EEG Time-series Data Using a Fully Convolutional Neural Network.

Shuwen Yu, William P. Marnane, Geraldine B. Boylan, Gordon Lightbody

Proceedings of the 19th International Conference on Natural Computation, 2023

Bridging the Source-Target Mismatch with Pseudo Labeling for Neonatal Seizure Detection.

Aengus Daly, Gordon Lightbody, Andriy Temko

Proceedings of the 31st European Signal Processing Conference, 2023

2022

Neonatal EEG graded for severity of background abnormalities in hypoxic-ischaemic encephalopathy.

John M. O'Toole, Sean R. Mathieson, Sumit A. Raurale, Fabio Magarelli, William P. Marnane, Gordon Lightbody, Geraldine B. Boylan

CoRR, 2022

2021

Deep Learning for EEG Seizure Detection in Preterm Infants.

Alison O'Shea, Rehan Ahmed, Gordon Lightbody, Elena Pavlidis, Rhodri Lloyd, Francesco Pisani, William P. Marnane, Sean Mathieson, Geraldine B. Boylan, Andriy Temko

Int. J. Neural Syst., 2021

Tracé alternant detector for grading hypoxic-ischemic encephalopathy in neonatal EEG.

Sumit A. Raurale, Geraldine B. Boylan, Sean R. Mathieson, William P. Marnane, Gordon Lightbody, John M. O'Toole

Proceedings of the 29th European Signal Processing Conference, 2021

Classification of fetal compromise during labour: signal processing and feature engineering of the cardiotocograph.

Mark E. O'Sullivan, Tatiana Gabruseva, Geraldine B. Boylan, M. O'Riordan, Gordon Lightbody, William P. Marnane

Proceedings of the 29th European Signal Processing Conference, 2021

Towards Deeper Neural Networks for Neonatal Seizure Detection.

Aengus Daly, Alison O'Shea, Gordon Lightbody, Andriy Temko

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

2020

Neonatal seizure detection from raw multi-channel EEG using a fully convolutional architecture.

Alison O'Shea, Gordon Lightbody, Geraldine B. Boylan, Andriy Temko

Neural Networks, 2020

Grading the severity of hypoxic-ischemic encephalopathy in newborn EEG using a convolutional neural network.

Sumit A. Raurale, Geraldine B. Boylan, Gordon Lightbody, John M. O'Toole

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

Identifying tracé alternant activity in neonatal EEG using an inter-burst detection approach.

Sumit A. Raurale, Geraldine B. Boylan, Gordon Lightbody, John M. O'Toole

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

2019

Prediction of short-term health outcomes in preterm neonates from heart-rate variability and blood pressure using boosted decision trees.

Oksana Semenova, Giorgia Carra, Gordon Lightbody, Geraldine B. Boylan, Eugene M. Dempsey, Andriy Temko

Comput. Methods Programs Biomed., 2019

Suitability of an inter-burst detection method for grading hypoxic-ischemic encephalopathy in newborn EEG.

Sumit A. Raurale, Saif Nalband, Geraldine B. Boylan, Gordon Lightbody, John M. O'Toole

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Bag of Patterns for Nearest Neighbour Neonatal EEG Recall.

Brian Michael Murphy, Geraldine B. Boylan, Gordon Lightbody, William P. Marnane

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

2018

An Adaptive Digital-Control Scheme for Improved Active Power Filtering Under Distorted Grid Conditions.

Diarmaid John Hogan, Francisco José González-Espín, John G. Hayes, Gordon Lightbody, Raymond Foley

IEEE Trans. Ind. Electron., 2018

Decentralised L1 Adaptive Primary Controllers and Distributed Consensus-Based Secondary Control for DC Microgrids with Constant-Power Loads.

Daniel O'Keeffe, Stefano Riverso, Laura Albiol-Tendillo, Gordon Lightbody

CoRR, 2018

A Distributed Scalable Architecture using L1 Adaptive Controllers for Primary Voltage Control of DC Microgrids.

Daniel O'Keeffe, Stefano Riverso, Laura Albiol-Tendillo, Gordon Lightbody

CoRR, 2018

Voltage Control of DC Islanded Microgrids: Scalable Decentralised L1 Adaptive Controllers.

Daniel O'Keeffe, Stefano Riverso, Laura Albiol-Tendillo, Gordon Lightbody

CoRR, 2018

Decentralised L1 Adaptive Controllers for Voltage Control of DC Islanded Microgrids.

Daniel O'Keeffe, Stefano Riverso, Laura Albiol-Tendillo, Gordon Lightbody

Proceedings of the 16th European Control Conference, 2018

Heart Rate Variability during Periods of Low Blood Pressure as a Predictor of Short-Term Outcome in Preterms.

Oksana Semenova, Giorgia Carra, Gordon Lightbody, Geraldine B. Boylan, Eugene M. Dempsey

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Investigating the Impact of CNN Depth on Neonatal Seizure Detection Performance.

Alison O'Shea, Gordon Lightbody, Geraldine B. Boylan, Andriy Temko

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

An Approximate Nearest Neighbour System For Neonatal EEG Recall.

Brian Michael Murphy, Geraldine B. Boylan, Gordon Lightbody, William P. Marnane

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Optimal Energy Providing Strategy of Micro-Grid's Operator Based on a Game Theoretical Approach.

Shahab Dehghan, Meysam Khojasteh, Mousa Marzband, Gordon Lightbody

Proceedings of the 5th International Conference on Control, 2018

2017

Exploring temporal information in neonatal seizures using a dynamic time warping based SVM kernel.

Rehan Ahmed, Andriy Temko, William P. Marnane, Geraldine B. Boylan, Gordon Lightbody

Comput. Biol. Medicine, 2017

Neonatal seizure detection using convolutional neural networks.

Alison O'Shea, Gordon Lightbody, Geraldine B. Boylan, Andriy Temko

Proceedings of the 27th IEEE International Workshop on Machine Learning for Signal Processing, 2017

Modelling interactions between blood pressure and brain activity in preterm neonates.

Oksana Semenova, Gordon Lightbody, John M. O'Toole, Geraldine B. Boylan, Eugene M. Dempsey, Andriy Temko

Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

2016

Application of audio fingerprinting to Neonatal EEG.

Brian Michael Murphy, Cillian O'Driscoll, Irina Korotchikova, Geraldine B. Boylan, Gordon Lightbody, William P. Marnane

Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

2015

Clinical implementation of a neonatal seizure detection algorithm.

Andrey Temko, William P. Marnane, Geraldine B. Boylan, Gordon Lightbody

Decis. Support Syst., 2015

Multimodal predictor of neurodevelopmental outcome in newborns with hypoxic-ischaemic encephalopathy.

Andriy Temko, Orla M. Doyle, Deirdre Murray, Gordon Lightbody, Geraldine B. Boylan, William P. Marnane

Comput. Biol. Medicine, 2015

Scalable, reconfigurable Model Predictive Control for building heating systems.

Edward O'Dwyer, Marcin Cychowski, Kostas Kouramas, Luciano De Tommasi, Gordon Lightbody

Proceedings of the 14th European Control Conference, 2015

Detection of seizures in intracranial EEG: UPenn and Mayo Clinic's Seizure Detection Challenge.

Andriy Temko, Achintya Sarkar, Gordon Lightbody

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Stream computing for biomedical signal processing: A QRS complex detection case-study.

Brian Michael Murphy, Cillian O'Driscoll, Geraldine B. Boylan, Gordon Lightbody, William P. Marnane

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Assessment of quality of ECG for accurate estimation of Heart Rate Variability in newborns.

Shima Gholinezhadasnefestani, Andriy Temko, Nathan J. Stevenson, Geraldine B. Boylan, Gordon Lightbody, William P. Marnane

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Classification of hypoxic-ischemic encephalopathy using long term heart rate variability based features.

Rehan Ahmed, Andrey Temko, William P. Marnane, Geraldine B. Boylan, Gordon Lightbody

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014

Neonatal Seizure Detection Using Atomic Decomposition With a Novel Dictionary.

Sunil Belur Nagaraj, Nathan J. Stevenson, William P. Marnane, Geraldine B. Boylan, Gordon Lightbody

IEEE Trans. Biomed. Eng., 2014

EEG 'diarization' for the description of neonatal brain injuries.

Andrey Temko, William P. Marnane, Geraldine B. Boylan, Gordon Lightbody

Proceedings of the IEEE International Conference on Acoustics, 2014

Modulation frequency analysis of seizures in neonatal EEG.

Andrey Temko, Geraldine B. Boylan, William P. Marnane, Gordon Lightbody

Proceedings of the IEEE International Conference on Acoustics, 2014

Grading brain injury in neonatal EEG using SVM and supervector kernel.

Rehan Ahmed, Andrey Temko, William P. Marnane, Geraldine B. Boylan, Gordon Lightbody

Proceedings of the IEEE International Conference on Acoustics, 2014

Neonatal EEG audification for seizure detection.

Andriy Temko, William P. Marnane, Geraldine B. Boylan, John M. O'Toole, Gordon Lightbody

Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Robustness of time frequency distribution based features for automated neonatal EEG seizure detection.

Sunil Belur Nagaraj, Nathan J. Stevenson, William P. Marnane, Geraldine B. Boylan, Gordon Lightbody

Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

2013

Discriminative and Generative Classification Techniques Applied to Automated Neonatal Seizure Detection.

Eoin M. Thomas, Andrey Temko, William P. Marnane, Geraldine B. Boylan, Gordon Lightbody

IEEE J. Biomed. Health Informatics, 2013

Optimal Coordination of a Multiple HVDC Link System Using Centralized and Distributed Control.

Paul McNamara, Rudy R. Negenborn, Bart De Schutter, Gordon Lightbody

IEEE Trans. Control. Syst. Technol., 2013

Robust neonatal EEG seizure Detection through Adaptive Background Modeling.

Andrey Temko, Geraldine B. Boylan, William P. Marnane, Gordon Lightbody

Int. J. Neural Syst., 2013

Weight optimisation for iterative distributed model predictive control applied to power networks.

Paul McNamara, Rudy R. Negenborn, Bart De Schutter, Gordon Lightbody

Eng. Appl. Artif. Intell., 2013

2012

Instantaneous Measure of EEG Channel Importance for Improved Patient-Adaptive Neonatal Seizure Detection.

Andrey Temko, Gordon Lightbody, Eoin M. Thomas, Geraldine B. Boylan, William P. Marnane

IEEE Trans. Biomed. Eng., 2012

Gaussian process internal model control.

Gregor Gregorcic, Gordon Lightbody

Int. J. Syst. Sci., 2012

Temporal evolution of seizure burden for automated neonatal EEG classification.

Andriy Temko, Nathan J. Stevenson, William P. Marnane, Geraldine B. Boylan, Gordon Lightbody

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

A novel dictionary for neonatal EEG seizure detection using atomic decomposition.

Sunil Belur Nagaraj, Nathan J. Stevenson, William P. Marnane, Geraldine B. Boylan, Gordon Lightbody

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Dynamic time warping based neonatal seizure detection system.

Rehan Ahmed, Andrey Temko, William P. Marnane, Geraldine B. Boylan, Gordon Lightbody

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

2011

EEG Signal Description with Spectral-Envelope-Based Speech Recognition Features for Detection of Neonatal Seizures.

Andrey Temko, Climent Nadeu, William P. Marnane, Geraldine B. Boylan, Gordon Lightbody

IEEE Trans. Inf. Technol. Biomed., 2011

Online EEG channel weighting for detection of seizures in the neonate.

Andriy Temko, Gordon Lightbody, Geraldine B. Boylan, William P. Marnane

Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

2010

Nonlinear model-based control of highly nonlinear processes.

Gregor Gregorcic, Gordon Lightbody

Comput. Chem. Eng., 2010

Validation of an Automated Seizure Detection System on Healthy Babies - Histogram-based Energy Normalization for Montage Mismatch Compensation.

Andrey Temko, Irina Korotchikova, William P. Marnane, Gordon Lightbody, Geraldine B. Boylan

Proceedings of the BIOSIGNALS 2010, 2010

2009

Gaussian process approach for modelling of nonlinear systems.

Gregor Gregorcic, Gordon Lightbody

Eng. Appl. Artif. Intell., 2009

Improving distributed model predictive control performance via weight optimization using PSO.

Paul McNamara, Gordon Lightbody

Proceedings of the 2nd IFAC International Conference on Intelligent Control Systems and Signal Processing, 2009

2008

Nonlinear system identification: From multiple-model networks to Gaussian processes.

Gregor Gregorcic, Gordon Lightbody

Eng. Appl. Artif. Intell., 2008

2007

Local Model Network Identification With Gaussian Processes.

Gregor Gregorcic, Gordon Lightbody

IEEE Trans. Neural Networks, 2007

Gaussian Process Modeling of EEG for the Detection of Neonatal Seizures.

Stephen Faul, Gregor Gregorcic, Geraldine B. Boylan, William P. Marnane, Gordon Lightbody, Sean Connolly

IEEE Trans. Biomed. Eng., 2007

2006

Gaussian Process Modelling as an Indicator of Neonatal Seizure.

Stephen Faul, Gregor Gregorcic, Geraldine B. Boylan, William P. Marnane, Gordon Lightbody, Sean Connolly

Proceedings of the IASTED International Conference on Signal Processing, 2006

2005

A method for the blind separation of sources for use as the first stage of a neonatal seizure detection system.

Stephen Faul, Liam Marnane, Gordon Lightbody, Geraldine B. Boylan, Sean Connolly

Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

2003

Internal model control based on a Gaussian process prior model.

Gregor Gregorcic, Gordon Lightbody

Proceedings of the American Control Conference, 2003

1999

RBF principal manifolds for process monitoring.

D. J. H. Wilson, George W. Irwin, Gordon Lightbody

IEEE Trans. Neural Networks, 1999

1998

A hybrid linear/nonlinear training algorithm for feedforward neural networks.

Seán F. McLoone, M. D. Brown, George W. Irwin, Gordon Lightbody

IEEE Trans. Neural Networks, 1998

1997

Nonlinear control structures based on embedded neural system models.

Gordon Lightbody, George W. Irwin

IEEE Trans. Neural Networks, 1997

Hybrid neural adaptive control for bank-to-turn missiles.

David M. McDowell, George W. Irwin, Gordon Lightbody, George McConnell

IEEE Trans. Control. Syst. Technol., 1997

1996

Multi-layer perceptron based modelling of nonlinear systems.

Gordon Lightbody, George W. Irwin

Fuzzy Sets Syst., 1996