Gordon Lightbody

Publication Activity (10 Years)

Years Active: 1996-2023
Publications (10 Years): 35

Top Topics

Signal Processing

Heart Rate Variability

Video Recordings

Top Venues

Publications

Shuwen Yu, William P. Marnane, Geraldine B. Boylan, Gordon Lightbody
Neonatal Hypoxic-ischemic Encephalopathy Grading from Multi-channel EEG Time-series Data Using a Fully Convolutional Neural Network. ICNC-FSKD (2023)
Mark E. O'Sullivan, Gordon Lightbody, Sean R. Mathieson, William P. Marnane, Geraldine B. Boylan, John M. O'Toole
Development of an EEG artefact detection algorithm and its application in grading neonatal hypoxic-ischemic encephalopathy. Expert Syst. Appl. 213 (Part) (2023)
Aengus Daly, Gordon Lightbody, Andriy Temko
Bridging the Source-Target Mismatch with Pseudo Labeling for Neonatal Seizure Detection. EUSIPCO (2023)
John M. O'Toole, Sean R. Mathieson, Sumit A. Raurale, Fabio Magarelli, William P. Marnane, Gordon Lightbody, Geraldine B. Boylan
Neonatal EEG graded for severity of background abnormalities in hypoxic-ischaemic encephalopathy. CoRR (2022)
M. E. O'Sullivan, Tatiana Gabruseva, Geraldine B. Boylan, M. O'Riordan, Gordon Lightbody, William P. Marnane
Classification of fetal compromise during labour: signal processing and feature engineering of the cardiotocograph. CoRR (2021)
Sumit A. Raurale, Geraldine B. Boylan, Sean R. Mathieson, William P. Marnane, Gordon Lightbody, John M. O'Toole
Tracé alternant detector for grading hypoxic-ischemic encephalopathy in neonatal EEG. EUSIPCO (2021)
Aengus Daly, Alison O'Shea, Gordon Lightbody, Andriy Temko
Towards Deeper Neural Networks for Neonatal Seizure Detection. EMBC (2021)
Alison O'Shea, Gordon Lightbody, Geraldine B. Boylan, Andriy Temko
Neonatal seizure detection from raw multi-channel EEG using a fully convolutional architecture. CoRR (2021)
Alison O'Shea, Rehan Ahmed, Gordon Lightbody, Elena Pavlidis, Rhodri Lloyd, Francesco Pisani, William P. Marnane, Sean Mathieson, Geraldine B. Boylan, Andriy Temko
Deep Learning for EEG Seizure Detection in Preterm Infants. Int. J. Neural Syst. 31 (8) (2021)
Alison O'Shea, Rehan Ahmed, Gordon Lightbody, Sean Mathieson, Elena Pavlidis, Rhodri Lloyd, Francesco Pisani, William P. Marnane, Geraldine B. Boylan, Andriy Temko
Deep Learning for EEG Seizure Detection in Preterm Infants. CoRR (2021)
M. E. O'Sullivan, Tatiana Gabruseva, Geraldine B. Boylan, M. O'Riordan, Gordon Lightbody, William P. Marnane
Classification of fetal compromise during labour: signal processing and feature engineering of the cardiotocograph. EUSIPCO (2021)
Sumit A. Raurale, Geraldine B. Boylan, Gordon Lightbody, John M. O'Toole
Identifying trace alternant activity in neonatal EEG using an inter-burst detection approach. CoRR (2020)
Sumit A. Raurale, Geraldine B. Boylan, Gordon Lightbody, John M. O'Toole
Identifying tracé alternant activity in neonatal EEG using an inter-burst detection approach. EMBC (2020)
Sumit A. Raurale, Geraldine B. Boylan, Gordon Lightbody, John M. O'Toole
Grading the severity of hypoxic-ischemic encephalopathy in newborn EEG using a convolutional neural network. CoRR (2020)
Alison O'Shea, Gordon Lightbody, Geraldine B. Boylan, Andriy Temko
Neonatal seizure detection from raw multi-channel EEG using a fully convolutional architecture. Neural Networks 123 (2020)
Sumit A. Raurale, Geraldine B. Boylan, Gordon Lightbody, John M. O'Toole
Grading the severity of hypoxic-ischemic encephalopathy in newborn EEG using a convolutional neural network. EMBC (2020)
Oksana Semenova, Giorgia Carra, Gordon Lightbody, Geraldine B. Boylan, Eugene M. Dempsey, Andriy Temko
Prediction of short-term health outcomes in preterm neonates from heart-rate variability and blood pressure using boosted decision trees. Comput. Methods Programs Biomed. 180 (2019)
Brian Michael Murphy, Geraldine B. Boylan, Gordon Lightbody, William P. Marnane
Bag of Patterns for Nearest Neighbour Neonatal EEG Recall. EMBC (2019)
Sumit A. Raurale, Saif Nalband, Geraldine B. Boylan, Gordon Lightbody, John M. O'Toole
Suitability of an inter-burst detection method for grading hypoxic-ischemic encephalopathy in newborn EEG. EMBC (2019)
Sumit A. Raurale, Saif Nalband, Geraldine B. Boylan, Gordon Lightbody, John M. O'Toole
Suitability of an inter-burst detection method for grading hypoxic-ischemic encephalopathy in newborn EEG. CoRR (2019)
Oksana Semenova, Giorgia Carra, Gordon Lightbody, Geraldine B. Boylan, Eugene M. Dempsey
Heart Rate Variability during Periods of Low Blood Pressure as a Predictor of Short-Term Outcome in Preterms. EMBC (2018)
Alison O'Shea, Gordon Lightbody, Geraldine B. Boylan, Andriy Temko
Investigating the Impact of CNN Depth on Neonatal Seizure Detection Performance. EMBC (2018)
B. M. Murphy, Geraldine B. Boylan, Gordon Lightbody, William P. Marnane
An Approximate Nearest Neighbour System For Neonatal EEG Recall. EMBC (2018)
Daniel O'Keeffe, Stefano Riverso, Laura Albiol-Tendillo, Gordon Lightbody
Voltage Control of DC Islanded Microgrids: Scalable Decentralised L1 Adaptive Controllers. CoRR (2018)
Diarmaid John Hogan, Francisco José González-Espín, John G. Hayes, Gordon Lightbody, Raymond Foley
An Adaptive Digital-Control Scheme for Improved Active Power Filtering Under Distorted Grid Conditions. IEEE Trans. Ind. Electron. 65 (2) (2018)
Daniel O'Keeffe, Stefano Riverso, Laura Albiol-Tendillo, Gordon Lightbody
Decentralised L1 Adaptive Primary Controllers and Distributed Consensus-Based Secondary Control for DC Microgrids with Constant-Power Loads. CoRR (2018)
Alison O'Shea, Gordon Lightbody, Geraldine B. Boylan, Andriy Temko
Investigating the Impact of CNN Depth on Neonatal Seizure Detection Performance. CoRR (2018)
Shahab Dehghan, Meysam Khojasteh, Mousa Marzband, Gordon Lightbody
Optimal Energy Providing Strategy of Micro-Grid's Operator Based on a Game Theoretical Approach. CoDIT (2018)
Daniel O'Keeffe, Stefano Riverso, Laura Albiol-Tendillo, Gordon Lightbody
Decentralised L1 Adaptive Controllers for Voltage Control of DC Islanded Microgrids. ECC (2018)
Daniel O'Keeffe, Stefano Riverso, Laura Albiol-Tendillo, Gordon Lightbody
A Distributed Scalable Architecture using L1 Adaptive Controllers for Primary Voltage Control of DC Microgrids. CoRR (2018)
Alison O'Shea, Gordon Lightbody, Geraldine B. Boylan, Andriy Temko
Neonatal Seizure Detection using Convolutional Neural Networks. CoRR (2017)
Oksana Semenova, Gordon Lightbody, John M. O'Toole, Geraldine B. Boylan, Eugene M. Dempsey, Andriy Temko
Modelling interactions between blood pressure and brain activity in preterm neonates. EMBC (2017)
Alison O'Shea, Gordon Lightbody, Geraldine B. Boylan, Andriy Temko
Neonatal seizure detection using convolutional neural networks. MLSP (2017)
Rehan Ahmed, Andriy Temko, William P. Marnane, Geraldine B. Boylan, Gordon Lightbody
Exploring temporal information in neonatal seizures using a dynamic time warping based SVM kernel. Comput. Biol. Medicine 82 (2017)
B. M. Murphy, Cillian O'Driscoll, Irina Korotchikova, Geraldine B. Boylan, Gordon Lightbody, William P. Marnane
Application of audio fingerprinting to Neonatal EEG. EMBC (2016)
Andriy Temko, Achintya Sarkar, Gordon Lightbody
Detection of seizures in intracranial EEG: UPenn and Mayo Clinic's Seizure Detection Challenge. EMBC (2015)
Andrey Temko, William P. Marnane, Geraldine B. Boylan, Gordon Lightbody
Clinical implementation of a neonatal seizure detection algorithm. Decis. Support Syst. 70 (2015)
Edward O'Dwyer, Marcin Cychowski, Kostas Kouramas, Luciano De Tommasi, Gordon Lightbody
Scalable, reconfigurable Model Predictive Control for building heating systems. ECC (2015)
B. M. Murphy, Cillian O'Driscoll, Geraldine B. Boylan, Gordon Lightbody, William P. Marnane
Stream computing for biomedical signal processing: A QRS complex detection case-study. EMBC (2015)
Rehan Ahmed, Andrey Temko, William P. Marnane, Geraldine B. Boylan, Gordon Lightbody
Classification of hypoxic-ischemic encephalopathy using long term heart rate variability based features. EMBC (2015)
Andriy Temko, Orla M. Doyle, Deirdre Murray, Gordon Lightbody, Geraldine B. Boylan, William P. Marnane
Multimodal predictor of neurodevelopmental outcome in newborns with hypoxic-ischaemic encephalopathy. Comput. Biol. Medicine 63 (2015)
Shima Gholinezhadasnefestani, Andriy Temko, Nathan J. Stevenson, Geraldine B. Boylan, Gordon Lightbody, William P. Marnane
Assessment of quality of ECG for accurate estimation of Heart Rate Variability in newborns. EMBC (2015)
Rehan Ahmed, Andrey Temko, William P. Marnane, Geraldine B. Boylan, Gordon Lightbody
Grading brain injury in neonatal EEG using SVM and supervector kernel. ICASSP (2014)
Sunil Belur Nagaraj, Nathan J. Stevenson, William P. Marnane, Geraldine B. Boylan, Gordon Lightbody
Robustness of time frequency distribution based features for automated neonatal EEG seizure detection. EMBC (2014)
Andriy Temko, William P. Marnane, Geraldine B. Boylan, John M. O'Toole, Gordon Lightbody
Neonatal EEG audification for seizure detection. EMBC (2014)
Andrey Temko, Geraldine B. Boylan, William P. Marnane, Gordon Lightbody
Modulation frequency analysis of seizures in neonatal EEG. ICASSP (2014)
Andrey Temko, William P. Marnane, Geraldine B. Boylan, Gordon Lightbody
EEG 'diarization' for the description of neonatal brain injuries. ICASSP (2014)
Sunil Belur Nagaraj, Nathan J. Stevenson, William P. Marnane, Geraldine B. Boylan, Gordon Lightbody
Neonatal Seizure Detection Using Atomic Decomposition With a Novel Dictionary. IEEE Trans. Biomed. Eng. 61 (11) (2014)
Paul McNamara, Rudy R. Negenborn, Bart De Schutter, Gordon Lightbody
Optimal Coordination of a Multiple HVDC Link System Using Centralized and Distributed Control. IEEE Trans. Control. Syst. Technol. 21 (2) (2013)
Paul McNamara, Rudy R. Negenborn, Bart De Schutter, Gordon Lightbody
Weight optimisation for iterative distributed model predictive control applied to power networks. Eng. Appl. Artif. Intell. 26 (1) (2013)
Andrey Temko, Geraldine B. Boylan, William P. Marnane, Gordon Lightbody
Robust neonatal EEG seizure Detection through Adaptive Background Modeling. Int. J. Neural Syst. 23 (4) (2013)
Eoin M. Thomas, Andrey Temko, William P. Marnane, Geraldine B. Boylan, Gordon Lightbody
Discriminative and Generative Classification Techniques Applied to Automated Neonatal Seizure Detection. IEEE J. Biomed. Health Informatics 17 (2) (2013)
Andriy Temko, Nathan J. Stevenson, William P. Marnane, Geraldine B. Boylan, Gordon Lightbody
Temporal evolution of seizure burden for automated neonatal EEG classification. EMBC (2012)
Gregor Gregorcic, Gordon Lightbody
Gaussian process internal model control. Int. J. Syst. Sci. 43 (11) (2012)
Rehan Ahmed, Andrey Temko, William P. Marnane, Geraldine B. Boylan, Gordon Lightbody
Dynamic time warping based neonatal seizure detection system. EMBC (2012)
Sunil Belur Nagaraj, Nathan J. Stevenson, William P. Marnane, Geraldine B. Boylan, Gordon Lightbody
A novel dictionary for neonatal EEG seizure detection using atomic decomposition. EMBC (2012)
Andrey Temko, Gordon Lightbody, Eoin M. Thomas, Geraldine B. Boylan, William P. Marnane
Instantaneous Measure of EEG Channel Importance for Improved Patient-Adaptive Neonatal Seizure Detection. IEEE Trans. Biomed. Eng. 59 (3) (2012)
Andrey Temko, Climent Nadeu, William P. Marnane, Geraldine B. Boylan, Gordon Lightbody
EEG Signal Description with Spectral-Envelope-Based Speech Recognition Features for Detection of Neonatal Seizures. IEEE Trans. Inf. Technol. Biomed. 15 (6) (2011)
Andriy Temko, Gordon Lightbody, Geraldine B. Boylan, William P. Marnane
Online EEG channel weighting for detection of seizures in the neonate. EMBC (2011)
Andrey Temko, Irina Korotchikova, William P. Marnane, Gordon Lightbody, Geraldine B. Boylan
Validation of an Automated Seizure Detection System on Healthy Babies - Histogram-based Energy Normalization for Montage Mismatch Compensation. BIOSIGNALS (2010)
Gregor Gregorcic, Gordon Lightbody
Nonlinear model-based control of highly nonlinear processes. Comput. Chem. Eng. 34 (8) (2010)
Paul McNamara, Gordon Lightbody
Improving distributed model predictive control performance via weight optimization using PSO. ICONS (2009)
Gregor Gregorcic, Gordon Lightbody
Gaussian process approach for modelling of nonlinear systems. Eng. Appl. Artif. Intell. 22 (4-5) (2009)
Gregor Gregorcic, Gordon Lightbody
Nonlinear system identification: From multiple-model networks to Gaussian processes. Eng. Appl. Artif. Intell. 21 (7) (2008)
Stephen Faul, Gregor Gregorcic, Geraldine B. Boylan, William P. Marnane, Gordon Lightbody, Sean Connolly
Gaussian Process Modeling of EEG for the Detection of Neonatal Seizures. IEEE Trans. Biomed. Eng. 54 (12) (2007)
Gregor Gregorcic, Gordon Lightbody
Local Model Network Identification With Gaussian Processes. IEEE Trans. Neural Networks 18 (5) (2007)
Stephen Faul, Gregor Gregorcic, Geraldine B. Boylan, William P. Marnane, Gordon Lightbody, Sean Connolly
Gaussian Process Modelling as an Indicator of Neonatal Seizure. SPPRA (2006)
Stephen Faul, Liam Marnane, Gordon Lightbody, Geraldine B. Boylan, Sean Connolly
A method for the blind separation of sources for use as the first stage of a neonatal seizure detection system. ICASSP (5) (2005)
Gregor Gregorcic, Gordon Lightbody
Internal model control based on a Gaussian process prior model. ACC (2003)
D. J. H. Wilson, George W. Irwin, Gordon Lightbody
RBF principal manifolds for process monitoring. IEEE Trans. Neural Networks 10 (6) (1999)
Seán F. McLoone, M. D. Brown, George W. Irwin, Gordon Lightbody
A hybrid linear/nonlinear training algorithm for feedforward neural networks. IEEE Trans. Neural Networks 9 (4) (1998)
Gordon Lightbody, George W. Irwin
Nonlinear control structures based on embedded neural system models. IEEE Trans. Neural Networks 8 (3) (1997)
David M. McDowell, George W. Irwin, Gordon Lightbody, George McConnell
Hybrid neural adaptive control for bank-to-turn missiles. IEEE Trans. Control. Syst. Technol. 5 (3) (1997)
Gordon Lightbody, George W. Irwin
Multi-layer perceptron based modelling of nonlinear systems. Fuzzy Sets Syst. 79 (1) (1996)