Multi-layer perceptron based modelling of nonlinear systems. - Gordon Lightbody; George W. Irwin (Fuzzy Sets Syst., 1996)

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)

Nonlinear control structures based on embedded neural system models. - Gordon Lightbody; George W. Irwin (IEEE Trans. Neural Networks, 1997)

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)

RBF principal manifolds for process monitoring. - D. J. H. Wilson; George W. Irwin; Gordon Lightbody (IEEE Trans. Neural Networks, 1999)

Internal model control based on a Gaussian process prior model. - Gregor Gregorcic; Gordon Lightbody (ACC, 2003)

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 (ICASSP (5), 2005)

Gaussian Process Modelling as an Indicator of Neonatal Seizure. - Stephen Faul; Gregor Gregorcic; Geraldine B. Boylan; William P. Marnane; Gordon Lightbody; Sean Connolly (SPPRA, 2006)

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)

Local Model Network Identification With Gaussian Processes. - Gregor Gregorcic; Gordon Lightbody (IEEE Trans. Neural Networks, 2007)

Nonlinear system identification: From multiple-model networks to Gaussian processes. - Gregor Gregorcic; Gordon Lightbody (Eng. Appl. Artif. Intell., 2008)

Improving distributed model predictive control performance via weight optimization using PSO. - Paul McNamara; Gordon Lightbody (ICONS, 2009)

Gaussian process approach for modelling of nonlinear systems. - Gregor Gregorcic; Gordon Lightbody (Eng. Appl. Artif. Intell., 2009)

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 (BIOSIGNALS, 2010)

Nonlinear model-based control of highly nonlinear processes. - Gregor Gregorcic; Gordon Lightbody (Comput. Chem. Eng., 2010)

Online EEG channel weighting for detection of seizures in the neonate. - Andriy Temko; Gordon Lightbody; Geraldine B. Boylan; William P. Marnane (EMBC, 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)

Dynamic time warping based neonatal seizure detection system. - Rehan Ahmed; Andrey Temko; William P. Marnane; Geraldine B. Boylan; Gordon Lightbody (EMBC, 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 (EMBC, 2012)

Temporal evolution of seizure burden for automated neonatal EEG classification. - Andriy Temko; Nathan J. Stevenson; William P. Marnane; Geraldine B. Boylan; Gordon Lightbody (EMBC, 2012)

Gaussian process internal model control. - Gregor Gregorcic; Gordon Lightbody (Int. J. Syst. Sci., 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)

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)

Robust neonatal EEG seizure Detection through Adaptive Background Modeling. - Andrey Temko; Geraldine B. Boylan; William P. Marnane; Gordon Lightbody (Int. J. Neural Syst., 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)

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)

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 (EMBC, 2014)

Neonatal EEG audification for seizure detection. - Andriy Temko; William P. Marnane; Geraldine B. Boylan; John M. O'Toole; Gordon Lightbody (EMBC, 2014)

Grading brain injury in neonatal EEG using SVM and supervector kernel. - Rehan Ahmed; Andrey Temko; William P. Marnane; Geraldine B. Boylan; Gordon Lightbody (ICASSP, 2014)

Modulation frequency analysis of seizures in neonatal EEG. - Andrey Temko; Geraldine B. Boylan; William P. Marnane; Gordon Lightbody (ICASSP, 2014)

EEG 'diarization' for the description of neonatal brain injuries. - Andrey Temko; William P. Marnane; Geraldine B. Boylan; Gordon Lightbody (ICASSP, 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)

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 (EMBC, 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 (EMBC, 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 (EMBC, 2015)

Detection of seizures in intracranial EEG: UPenn and Mayo Clinic's Seizure Detection Challenge. - Andriy Temko; Achintya Sarkar; Gordon Lightbody (EMBC, 2015)

Scalable, reconfigurable Model Predictive Control for building heating systems. - Edward O'Dwyer; Marcin Cychowski; Kostas Kouramas; Luciano De Tommasi; Gordon Lightbody (ECC, 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)

Clinical implementation of a neonatal seizure detection algorithm. - Andrey Temko; William P. Marnane; Geraldine B. Boylan; Gordon Lightbody (Decis. Support Syst., 2015)

Application of audio fingerprinting to Neonatal EEG. - Brian Michael Murphy; Cillian O'Driscoll; Irina Korotchikova; Geraldine B. Boylan; Gordon Lightbody; William P. Marnane (EMBC, 2016)

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 (EMBC, 2017)

Neonatal seizure detection using convolutional neural networks. - Alison O'Shea; Gordon Lightbody; Geraldine B. Boylan; Andriy Temko (MLSP, 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)

Optimal Energy Providing Strategy of Micro-Grid's Operator Based on a Game Theoretical Approach. - Shahab Dehghan; Meysam Khojasteh; Mousa Marzband; Gordon Lightbody (CoDIT, 2018)

An Approximate Nearest Neighbour System For Neonatal EEG Recall. - Brian Michael Murphy; Geraldine B. Boylan; Gordon Lightbody; William P. Marnane (EMBC, 2018)

Investigating the Impact of CNN Depth on Neonatal Seizure Detection Performance. - Alison O'Shea; Gordon Lightbody; Geraldine B. Boylan; Andriy Temko (EMBC, 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 (EMBC, 2018)

Decentralised L1 Adaptive Controllers for Voltage Control of DC Islanded Microgrids. - Daniel O'Keeffe; Stefano Riverso; Laura Albiol-Tendillo; Gordon Lightbody (ECC, 2018)

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

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)

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)

Bag of Patterns for Nearest Neighbour Neonatal EEG Recall. - Brian Michael Murphy; Geraldine B. Boylan; Gordon Lightbody; William P. Marnane (EMBC, 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 (EMBC, 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)

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 (EMBC, 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 (EMBC, 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)

Towards Deeper Neural Networks for Neonatal Seizure Detection. - Aengus Daly; Alison O'Shea; Gordon Lightbody; Andriy Temko (EMBC, 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 (EUSIPCO, 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 (EUSIPCO, 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)

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)

Bridging the Source-Target Mismatch with Pseudo Labeling for Neonatal Seizure Detection. - Aengus Daly; Gordon Lightbody; Andriy Temko (EUSIPCO, 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 (ICNC-FSKD, 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)

Assessing the Effectiveness of Heart Rate Variability as A Diagnostic Tool for Brain Injuries in Infants. - K. Rezaei; K. Yu; Sean R. Mathieson; A. Flynn; Gordon Lightbody; Geraldine B. Boylan; William P. Marnane (EMBC, 2024)

Detection of Neurovascular Coupling in Full-Term Neonates Using Wavelet Coherence and Phase-Locking Value. - Kaiyu Yu; Sean Mathieson; Andrew Flynn; Eugene M. Dempsey; Aisling Garvey; Geraldine B. Boylan; William P. Marnane; Gordon Lightbody (EMBC, 2024)