Research Profile

Gordon Lightbody

Biography

  Gordon Lightbody graduated first in his class with the MEng degree (distinction) (1989), and then PhD (1993) both in Electrical and Electronic Engineering from Queen's University Belfast. After completing a one year post-doctoral position funded by Du Pont, he was appointed by Queen's University as a Lecturer in Modern Control Systems. At Queens, his research focused primarily on the application of intelligent control, system identification and fault detection/diagnosis to the chemical process industry. In 1997 he was appointed as a Lecturer in Control Engineering at University College Cork, and subsequently promoted to Senior Lecturer in 2008.  His current research focuses on the application of intelligent control techniques to key application areas, which include; biomedical applications, renewable energy, wind and wave power, micro-grids, the smart grid, advanced motor control, and power systems control. He has published 194 peer-reviewed papers in these areas and has received prizes at ACC 1995 in Seattle, IEE Control 1994 in Warwick England and an honourable mention at the IFAC World Congress in San Francisco, 1996. His H index (according to Google Scholar) is currently 33.  His recent research into seizure detection algorithms for neonates has produced a patent application, - this invention won the “UCC Invention of the Year Award”, in April 2010. Significantly, this research work was one of only several projects that were singled out for praise in the recently published Innovation Task Force Report of the Irish Government. This seizure detection algorithm is currently undergoing European multi-centre clinical trials towards its regulatory approval and clinical adoption (https://clinicaltrials.gov/ct2/show/NCT02160171). He was a member of the Applied Control Techniques committee (C9) of the IEE, (1996-97), the Intelligent Control Committee (B4) of the IEE, (1997-2000) and was part of the management team to the IEE Professional Network on Concepts for Automation and Control. Currently he is a committee member of the International Federation of Automatic Control (IFAC) national member organisation for Ireland; he was national chair of this committee 2011-2014. For the past 20 years he has been an associate editor with the Elsevier and IFAC journal, “Control Engineering Practice”.
By November 2015, his paper “Modelling of the wind-turbine with a doubly fed induction generator for grid integration studies”, was the 10th most downloaded from IEEE Trans. Energy Conversion.             In 2015, his paper “EEG-based neonatal seizure detection with Support Vector Machines” was highlighted as the 9th  most cited papers since 2010 in the Elsevier journal, Clinical Neurophysiology. He was (2011-2016) a Principal Investigator for the Science Foundation Ireland funded project, NEOPRISM. He is a founding principal investigator (PI) in two Science Foundation Ireland research centres : The first centre, MAREI attracted €28M, to focus on marine energy; the second, INFANT attracted €6M to work on peri-natal translational health projects. These research centres commenced in June 2013 and will have an initial duration of 6 years. He has supervised 17 PhD students, 6 Research Masters and 13 Taught Masters students to completion. His current research group includes 5 PhD students and 1 Research Masters. 

Research Interests

My current research focuses on the application of intelligent control techniques to key application areas, which include; biomedical signal processing, renewable energy, wind and wave power, micro-grids, the smart grid, advanced motor control, and power systems control. Currently most of my research effort is channelled along two research streams:

A) ENERGY/POWER ENGINEERING:

Sustainable Energy Research Network: This is a team of interdisciplinary researchers across the university including: Energy Policy, The Hydraulics Maritime Research Centre (HMRC), Power Electronics Ireland Research Laboratory, Control and Intelligent Systems group, Biofuels, SERG, Environmental Engineering etc. This group was set up through funding from the President's Strategic Fund Allocation. This critical mass has allowed us to develop a highly successful taught Masters in Sustainable Energy and an innovative BE program in Energy Engineering. As well as personal supervision of my own postgraduates, I supervise MEngSci masters projects in Energy and contribute expertise to a number of projects as a member of this team. These have included: i) Autoproduction and load optimal load management ii) Microgrids. iii) Smart grids. iv) Modelling and control for wave energy. v) Embedded generation. vi) Modelling and control of windfarms.

Power Electronics Research Laboratory: We are currently working on advanced control schemes for field weakening in high specification permanent magnet drive systems, supported by Moog Ltd. We are also currently supported by United Technologies to investigate advanced converter controls for micro-grid applications.

Marine Renewable Ireland (MAREI): I am one of the 9 PIs in the SFI funded research centre, Marine Renewable Energy Ireland (MAREI) which attracted €28M of funding, and which started in June 2013. This is a major 6 year research initiative in marine energy, and includes all the key marine energy researchers in Ireland. Please see http://www.marei.ie . We are currently looking at the modelling and optimal control of an array of wave energy devices.

Intelligent Systems and Control: Our recent work has focussed on the application of distributed predictive control for the Smart Grid. Currently we are looking at fault tolerant reconfigurable predictive control for building temperature control. This work is supported by United Technologies.

B) BIOMEDICAL SIGNAL PROCESSING

Neonatal Brain Research Group: This is a multidisciplinary team established in 2003 with the aim of using EEG and other biomedical signal monitoring to investigate brain injury and seizures in newborn babies. It has received support from the Irish Brain Research foundation, the Health Research Board of Ireland, Enterprise Ireland, the Wellcome Trust and Science Foundation Ireland. This team consists of clinicians, scientists and engineers from the Cork Neurosciences Group, The Department of Paediatrics & Child Health, UCC , The Department of Electrical Engineering, UCC, The Department of Clinical Neurophysiology, St. Vincent's Hospital Dublin, School of Electrical, Electronic and Mechanical Engineering University College Dublin. As a member of this team I am currently contributing expertise in: nonlinear and non-stationary modelling and artificial intelligence/machine learning, dynamic classifiers, artefact rejection algorithms etc. and the development of a prototype neonatal seizure detection system for clinical use. Our research was recently singled out for praise in a high-level publication of the Irish Government, - “Innovation Task Force Report”. Our invention “A Method of Analysing an Electroencephalogram (EEG) Signal”, UK Patent Application No. 0906029.4., won the “UCC Invention of the Year Award”, in April 2010.

Irish Centre for Fetal and Neonatal Translational Research (INFANT) research centre: I am one of the 9 PIs in this Science Foundation Ireland funded research centre which attracted €6M and commenced in June 2013. This is a cross-disciplinary research group, linking the NBRG with other peri-natal research in Medicine at UCC and RCSI. Please see http://www.infantcentre.ie . On-going research projects include: i) A Wellcome Trust funded project to commercialize our novel seizure detection algorithm. ii) The NEOPRISM project, funded by SFI which investigates techniques for the on-line classification of background EEG, as a real time estimator of neonatal brain health. iii) SFI funded “Baby-Link” project, supported by IBM, which we are developing a decision support platform for physiological monitoring in the neonatal intensive care, using a cloud based stream computing platform iv) The SFI “NESTeD” project, in which we are developing a preterm seizure detection algorithm.



Publications

Book Chapters

 YearPublication
(2011)'Advances in automated neonatal seizure detection'
Thomas, E.M., Temko, A., Lightbody, G., Marnane, W.P. and Boylan, G.B; (2011) 'Advances in automated neonatal seizure detection' In: New Advances in Intelligent Signal Processing. Germany: Springer-Verlag.   [Details]
(2005)'Gaussian Process Approach for Modelling of Nonlinear Systems'
Gregorcic G., and Lightbody, G.; (2005) 'Gaussian Process Approach for Modelling of Nonlinear Systems' In: Intelligent Control and Signal Processing, IEE Intelligent Control Series. [Details]
(1996)'Neural Network Modelling of a Polymerisation Reactor [B5141]'
Lightbody, G.; Irwin, G.; (1996) 'Neural Network Modelling of a Polymerisation Reactor [B5141]' In: Handbook of Neural Computation. [Details]
(1995)'Electric Power and Chemical Applications'
Irwin, G. W.; O'Reilly, P.; Lightbody, G.; Brown, M.; Swidenbank, E.; (1995) 'Electric Power and Chemical Applications' In: Neural Networks for Control and Systems. [Details]
(1992)'Control Applications of Feedforward Networks [B5126]'
Lightbody, G.; Irwin, G. W.; Wu, Q. H.; (1992) 'Control Applications of Feedforward Networks [B5126]' In: Neural Networks for Control and Systems. [Details]
(1991)'Neural network based nonlinear adaptive control'
Lightbody, G. and Irwin, G.W; (1991) 'Neural network based nonlinear adaptive control' In: VLSI systems for DSP and Control. Cambridge: Woodhead Publishing. [Details]

Peer Reviewed Journals

 YearPublication
(2018)'Smart transactive energy framework in grid-connected multiple home microgrids under independent and coalition operations'
Marzband, M;Azarinejadian, F;Savaghebi, M;Pouresmaeil, E;Guerrero, JM;Lightbody, G (2018) 'Smart transactive energy framework in grid-connected multiple home microgrids under independent and coalition operations'. Renewable Energy, 126 :95-106 [DOI] [Details]
(2016)'Detecting Neonatal Seizures With Computer Algorithms'
Temko, A;Lightbody, G (2016) 'Detecting Neonatal Seizures With Computer Algorithms'. JOURNAL OF CLINICAL NEUROPHYSIOLOGY, 33 :394-402 [DOI] [Details]
(2014)'A powerful visualization technique for electricity supply and demand at industrial sites with combined heat and power and wind generation'
Hanrahan, BL,Lightbody, G,Staudt, L,Leahy, PG (2014) 'A powerful visualization technique for electricity supply and demand at industrial sites with combined heat and power and wind generation'. Renewable & Sustainable Energy Reviews, 31 :860-869 [DOI] [Details]
(2008)'Nonlinear system identification: From multiple-model networks to Gaussian processes'
Gregorcic, G;Lightbody, G (2008) 'Nonlinear system identification: From multiple-model networks to Gaussian processes'. ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 21 :1035-1055 [DOI] [Details]
(2018)'Coupling between mean blood pressure and EEG in preterm neonates is associated with reduced illness severity scores'
Semenova, O;Lightbody, G;O'Toole, JM;Boylan, G;Dempsey, E;Temko, A (2018) 'Coupling between mean blood pressure and EEG in preterm neonates is associated with reduced illness severity scores'. Plos One, 13 [DOI] [Details]
(2018)'An Analysis of the Potential Benefits of Centralised Predictive Control for Optimal Electrical Power Generation from Wave Energy Arrays'
O'Sullivan, Adrian Cornelius Michael and Sheng, Wanan and Lightbody, Gordon (2018) 'An Analysis of the Potential Benefits of Centralised Predictive Control for Optimal Electrical Power Generation from Wave Energy Arrays'. IEEE Transactions on Sustainable Energy,   [DOI] [CORA Link] [Details]
(2018)'An analysis of the potential benefits of centralised predictive control for optimal electrical power generation from wave energy arrays'
O’Sullivan, Adrian C. M.,Sheng, Wanan,Lightbody, Gordon (2018) 'An analysis of the potential benefits of centralised predictive control for optimal electrical power generation from wave energy arrays'. IEEE Transactions on Sustainable Energy, :1-1 [DOI] [CORA Link] [Details]
(2018)'An advanced retail electricity market for active distribution systems and home microgrid interoperability based on game theory'
Marzband, M;Javadi, M;Pourmousavi, SA;Lightbody, G (2018) 'An advanced retail electricity market for active distribution systems and home microgrid interoperability based on game theory'. Electric Power Systems Research, 157 :187-199 [DOI] [Details]
(2018)'Framework for smart transactive energy in home-microgrids considering coalition formation and demand side management'
Marzband, M;Fouladfar, MH;Akorede, MF;Lightbody, G;Pouresmaei, E (2018) 'Framework for smart transactive energy in home-microgrids considering coalition formation and demand side management'. Sustainable Cities And Society, 40 :136-154 [DOI] [Details]
(2018)'An Adaptive Digital-Control Scheme for Improved Active Power Filtering Under Distorted Grid Conditions'
Hogan, DJ;Gonzalez-Espin, FJ;Hayes, JG;Lightbody, G;Foley, R (2018) 'An Adaptive Digital-Control Scheme for Improved Active Power Filtering Under Distorted Grid Conditions'. IEEE Transactions On Industrial Electronics, 65 :988-999 [DOI] [Details]
(2017)'Co-design of a wave energy converter using constrained predictive control'
O'Sullivan, ACM;Lightbody, G (2017) 'Co-design of a wave energy converter using constrained predictive control'. Renewable Energy, 102 :142-156 [DOI] [Details]
(2017)'Exploring temporal information in neonatal seizures using a dynamic time warping based SVM kernel'
Ahmed, R;Temko, A;Marnane, WP;Boylan, G;Lightbody, G (2017) 'Exploring temporal information in neonatal seizures using a dynamic time warping based SVM kernel'. Computers In Biology and Medicine, 82 :100-110 [DOI] [Details]
(2017)'Prioritised objectives for model predictive control of building heating systems'
O'Dwyer, E;De Tommasi, L;Kouramas, K;Cychowski, M;Lightbody, G (2017) 'Prioritised objectives for model predictive control of building heating systems'. Control Engineering Practice, 63 :57-68 [DOI] [Details]
(2017)'Prioritised objectives for model predictive control of building heating systems'
O'Dwyer, Edward; De Tommasi, Luciano; Kouramas, Konstantinos; Cychowski, Marcin; Lightbody, Gordon (2017) 'Prioritised objectives for model predictive control of building heating systems'. Control Engineering Practice, 63 :57-68   [DOI] [CORA Link] [Details]
(2017)'Co-design of a wave energy converter using constrained predictive control'
Adrian C.M. O'Sullivan and Gordon Lightbody (2017) 'Co-design of a wave energy converter using constrained predictive control'. Renewable Energy, 102 :142-156   [DOI] [Details]
(2017)'Toward a Personalized Real-Time Diagnosis in Neonatal Seizure Detection'
Temko, A;Sarkar, AK;Boylan, GB;Mathieson, S;Marnane, WP;Lightbody, G (2017) 'Toward a Personalized Real-Time Diagnosis in Neonatal Seizure Detection'. Ieee Journal Of Translational Engineering In Health And Medicine-Jtehm, 5 [DOI] [Details]
(2017)'Exploring temporal information in neonatal seizures using a dynamic time warping based SVM kernel'
Ahmed, Rehan,Temko, Andriy,Marnane, William P.,Boylan, Geraldine,Lightbody, Gordon, (2017) 'Exploring temporal information in neonatal seizures using a dynamic time warping based SVM kernel'. Computers In Biology and Medicine, NULL (NULL)   [DOI] [Details]
(2016)'Modelling and disturbance estimation for model predictive control in building heating systems'
O'Dwyer, E;De Tommasi, L;Kouramas, K;Cychowski, M;Lightbody, G (2016) 'Modelling and disturbance estimation for model predictive control in building heating systems'. Energy and Buildings, 130 :532-545 [DOI] [Details]
(2016)'Grading hypoxic-ischemic encephalopathy severity in neonatal EEG using GMM supervectors and the support vector machine'
Ahmed, R;Temko, A;Marnane, W;Lightbody, G;Boylan, G (2016) 'Grading hypoxic-ischemic encephalopathy severity in neonatal EEG using GMM supervectors and the support vector machine'. Clinical Neurophysiology, 127 :297-309 [DOI] [Details]
(2016)'Distributed MPC for frequency regulation in multi-terminal HVDC grids'
Mc Namara, P,Negenborn, RR,De Schutter, B,Lightbody, G,McLoone, S (2016) 'Distributed MPC for frequency regulation in multi-terminal HVDC grids'. Control Engineering Practice, 46 :176-187 [DOI] [Details]
(2016)'Validation of an automated seizure detection algorithm for term neonates'
Mathieson, SR;Stevenson, NJ;Low, E;Marnane, WP;Rennie, JM;Temko, A;Lightbody, G;Boylan, GB (2016) 'Validation of an automated seizure detection algorithm for term neonates'. Clinical Neurophysiology, 127 :156-168 [DOI] [Details]
(2015)'Multimodal predictor of neurodevelopmental outcome in newborns with hypoxic-ischaemic encephalopathy'
Temko, A;Doyle, O;Murray, D;Lightbody, G;Boylan, G;Marnane, W (2015) 'Multimodal predictor of neurodevelopmental outcome in newborns with hypoxic-ischaemic encephalopathy'. Computers In Biology and Medicine, 63 :169-177 [DOI] [Details]
(2015)'Validation of an automated seizure detection algorithm for term neonates'
Mathieson SR, Stevenson NJ, Low E, Marnane WP, Rennie JM, Temko A, Lightbody G, Boylan GB (2015) 'Validation of an automated seizure detection algorithm for term neonates'. Clinical neurophysiology : official journal of the International Federation of Clinical Neurophysiology, [DOI] [Details]
(2015)'Grading hypoxic-ischemic encephalopathy severity in neonatal EEG using GMM supervectors and the support vector machine'
Ahmed R, Temko A, Marnane W, Lightbody G, Boylan G (2015) 'Grading hypoxic-ischemic encephalopathy severity in neonatal EEG using GMM supervectors and the support vector machine'. Clinical neurophysiology : official journal of the International Federation of Clinical Neurophysiology, [DOI] [Details]
(2015)'Clinical implementation of a neonatal seizure detection algorithm'
Temko, A;Marnane, W;Boylan, G;Lightbody, G (2015) 'Clinical implementation of a neonatal seizure detection algorithm'. Journal Decision Support Systems, 70 :86-96 [DOI] [Details]
(2014)'Neonatal Seizure Detection Using Atomic Decomposition With a Novel Dictionary'
Nagaraj, S.B., Stevenson, N.J., Marnane, W.P., Boylan, G.B. and Lightbody, G., (2014) 'Neonatal Seizure Detection Using Atomic Decomposition With a Novel Dictionary'. IEEE Transactions On Biomedical Engineering, 61 (11):2724-2732 [DOI] [Details]
(2014)'A powerful visualization technique for electricity supply and demand at industrial sites with combined heat and power and wind generation'
Brian Leif Hanrahan, Gordon Lightbody, Lawrence Staudt, Paul G. Leahy (2014) 'A powerful visualization technique for electricity supply and demand at industrial sites with combined heat and power and wind generation'. Renewable & Sustainable Energy Reviews, 31 :860-869 [DOI] [CORA Link] [Details]
(2013)'Weight optimisation for iterative distributed model predictive control applied to power networks'
Mc Namara, P;Negenborn, RR;De Schutter, B;Lightbody, G (2013) 'Weight optimisation for iterative distributed model predictive control applied to power networks'. Engineering Applications of Artificial Intelligence, 26 :532-543 [DOI] [Details]
(2013)'Optimal Coordination of a Multiple HVDC Link System Using Centralized and Distributed Control'
Mc Namara, P;Negenborn, RR;De Schutter, B;Lightbody, G (2013) 'Optimal Coordination of a Multiple HVDC Link System Using Centralized and Distributed Control'. IEEE Transactions On Control Systems Technology, 21 :302-314 [DOI] [Details]
(2012)'Gaussian process internal model control'
Gregorcic, G;Lightbody, G (2012) 'Gaussian process internal model control'. International Journal of Systems Science, 43 :2079-2094 [DOI] [Details]
(2011)'EEG Signal Description with Spectral-Envelope-Based Speech Recognition Features for Detection of Neonatal Seizures'
Temko, A;Nadeu, C;Marnane, W;Boylan, GB;Lightbody, G (2011) 'EEG Signal Description with Spectral-Envelope-Based Speech Recognition Features for Detection of Neonatal Seizures'. IEEE Transactions on Information Technology in Biomedicine, 15 :839-847 [DOI] [Details]
(2005)'Wind-turbine fault ride-through enhancement'
Mullane, A;Lightbody, G;Yacamini, R (2005) 'Wind-turbine fault ride-through enhancement'. IEEE Transactions On Power Systems, 20 :1929-1937 [DOI] [Details]
(2014)'Neonatal seizure detection using Atomic Decomposition with a novel dictionary'
Nagaraj, S.B. ,Stevenson, N, Marnane, W., Boylan, G. and Lightbody, G. (2014) 'Neonatal seizure detection using Atomic Decomposition with a novel dictionary'. IEEE Transactions On Biomedical Engineering, 61 (11):2724-2732 [Details]
(2013)'An Automated System for Grading EEG Abnormality in Term Neonates with Hypoxic-Ischaemic Encephalopathy'
Stevenson, NJ,Korotchikova, I,Temko, A,Lightbody, G,Marnane, WP,Boylan, GB (2013) 'An Automated System for Grading EEG Abnormality in Term Neonates with Hypoxic-Ischaemic Encephalopathy'. Annals of Biomedical Engineering, 41 :775-785 [DOI] [Details]
(2013)'Weight optimisation for iterative distributed model predictive control applied to power networks'
Mc Namara, P,Negenborn, RR,De Schutter, B,Lightbody, G (2013) 'Weight optimisation for iterative distributed model predictive control applied to power networks'. Engineering Applications of Artificial Intelligence, 26 :532-543 [DOI] [Details]
(2013)'Discriminative and generative classification techniques applied to automated neonatal seizure detection'
Thomas EM, Temko A, Marnane WP, Boylan GB, Lightbody G (2013) 'Discriminative and generative classification techniques applied to automated neonatal seizure detection'. IEEE journal of biomedical and health informatics, 17 (2):297-304 [DOI] [Details]
(2013)'Robust Neonatal EEG Classification Through Adaptive Background Modeling'
Temko, A,Boylan, G,Marnane, W,Lightbody, G (2013) 'Robust Neonatal EEG Classification Through Adaptive Background Modeling'. International Journal of Neural Systems, 23 (4) [DOI] [Details]
(2012)'Inclusion of Temporal Clinical Priors for Automated EEG Classification'
Temko, A., Stevenson, N., Marnane, W., Boylan, G.B, and Lightbody, G. (2012) 'Inclusion of Temporal Clinical Priors for Automated EEG Classification'. Journal of Neural Engineering, [Details]
(2012)'Instantaneous Measure of EEG Channel Importance for Improved Patient-Adaptive Neonatal Seizure Detection'
Temko A, Lightbody G, Thomas E, Boylan G, Marnane W (2012) 'Instantaneous Measure of EEG Channel Importance for Improved Patient-Adaptive Neonatal Seizure Detection'. IEEE Transactions On Biomedical Engineering, 59 (3):717-727 [DOI] [Details]
(2011)'Performance assessment for EEG-based neonatal seizure detectors'
Temko, A; Thomas, E; Marnane, W; Lightbody, G; Boylan, G; (2011) 'Performance assessment for EEG-based neonatal seizure detectors'. Clinical Neurophysiology, 122 (3):474-482 [DOI] [Details]
(2011)'EEG-based neonatal seizure detection with Support Vector Machines'
Temko, A; Thomas, E; Marnane, W; Lightbody, G; Boylan, G; (2011) 'EEG-based neonatal seizure detection with Support Vector Machines'. Clinical Neurophysiology, 122 (3):464-473 [DOI] [Details]
(2010)'Nonlinear model-based control of highly nonlinear processes'
Gregorcic, G; Lightbody, G; (2010) 'Nonlinear model-based control of highly nonlinear processes'. Computers & Chemical Engineering, 34 :1268-1281 [DOI] [Details]
(2010)'Heart rate based automatic seizure detection in the newborn'
Doyle OM, Temko A, Marnane W, Lightbody G, Boylan GB; (2010) 'Heart rate based automatic seizure detection in the newborn'. Medical Engineering & Physics, 32 (8):829-839 [DOI] [Details]
(2010)'Gaussian mixture models for classification of neonatal seizures using EEG'
Thomas, E; Temko, A; Lightbody, G; Marnane, W. P. and Boylan, G; (2010) 'Gaussian mixture models for classification of neonatal seizures using EEG'. Physiological Measurement, 31 (7):1047-1064   [DOI] [Details]
(2009)'Gaussian process approach for modelling of nonlinear systems'
Gregorcic, G,Lightbody, G; (2009) 'Gaussian process approach for modelling of nonlinear systems'. Engineering Applications of Artificial Intelligence, 22 :522-533 [DOI] [Details]
(2009)'Heart rate variability during sleep in healthy term newborns in the early postnatal period'
Doyle OM, Korotchikova I, Lightbody G, Marnane W, Kerins D, Boylan GB; (2009) 'Heart rate variability during sleep in healthy term newborns in the early postnatal period'. Physiological Measurement, 30 (8):847-860 [DOI] [Details]
(2008)'Classifier models and architectures for EEG-based neonatal seizure detection'
Greene B.R., Marnane W.P., Lightbody G., Reilly R.B., Boylan G.B.; (2008) 'Classifier models and architectures for EEG-based neonatal seizure detection'. Physiological Measurement, 29 (10):1157-1178 [DOI] [Details]
(2008)'A comparison of quantitative EEG features for neonatal seizure detection'
Greene, B.R., Faul, S., Marnane, W.P., Lightbody, G., Korotchikova, I., Boylan, G.B.; (2008) 'A comparison of quantitative EEG features for neonatal seizure detection'. Clinical Neurophysiology, 119 (6):1248-1261 [DOI] [Details]
(2008)'Nonlinear system identification: From multiple-model networks to Gaussian processes'
Gregorcic, Gregor and Lightbody, Gordon; (2008) 'Nonlinear system identification: From multiple-model networks to Gaussian processes'. ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 21 (7):1035-1055 [DOI] [Details]
(2007)'Gaussian process modeling of EEG for the detection of neonatal seizures'
Faul, S,Gregorcic, G,Boylan, G,Marnane, W,Lightbody, G,Connolly, S; (2007) 'Gaussian process modeling of EEG for the detection of neonatal seizures'. IEEE Transactions On Biomedical Engineering, 54 :2151-2162 [DOI] [Details]
(2007)'Simulating real time load management to maximise wind energy supply within a liberalised electricity market ¿ Irish case study¿'
McKenna F., Ó Gallachóir B. P., McKeogh E. J., Lightbody G. & Daly R. ; (2007) 'Simulating real time load management to maximise wind energy supply within a liberalised electricity market ¿ Irish case study¿'. International Journal of Energy Technology and Policy, 5 (6):708-729 [Details]
(2007)'Local Model Network Identification With Gaussian Processes'
Gregorcic, G, Lightbody, G; (2007) 'Local Model Network Identification With Gaussian Processes'. IEEE Transactions On Neural Networks, 18 (5):1404-1423 [DOI] [Details]
(2007)'Development of a network-wide harmonic control scheme using an active filter'
Kennedy, K,Lightbody, G,Yacamini, R,Murray, M,Kennedy, J; (2007) 'Development of a network-wide harmonic control scheme using an active filter'. IEEE Transactions on Power Delivery, 22 :1847-1856 [DOI] [Details]
(2006)'Modelling of the wind-turbine with a Doubly fed induction generator for grid integration studies'
Y. Lei, Mullane, A. and Lightbody G; (2006) 'Modelling of the wind-turbine with a Doubly fed induction generator for grid integration studies'. IEEE Transactions On Energy Conversion, 21 (1):257-264 [Details]
(2006)'Online control of an APLC for network-wide harmonic reduction'
Kennedy, K and Lightbody, G and Yacamini, R and Murray, M and Kennedy, J; (2006) 'Online control of an APLC for network-wide harmonic reduction'. IEEE TRANSACTIONS ON POWER DELIVERY, 21 (1):432-439 [DOI] [Details]
(2005)'An evaluation of automated neonatal seizure detection methods'
Faul,S., Boylan, G., Connolly, S., Marnane L., Lightbody, G.; (2005) 'An evaluation of automated neonatal seizure detection methods'. Clinical Neurophysiology, 116 (7):1533-1541 [Details]
(2005)'Wind energy and electricity market'
Lei, Y.Z and Lightbody, G.; (2005) 'Wind energy and electricity market'. Automation of Electric Power Systems, 29 (10):1000-1026 [Details]
(2005)'An introduction on wind power grid code and dynamic simulation'
Lei, Y. and Lightbody, G; (2005) 'An introduction on wind power grid code and dynamic simulation'. Power System Technology, Issn 1000-3673, 29 (12):27-32 [Details]
(2003)'An affine gaussian process approach for nonlinear system identification'
Gregoricic, G and Lightbody, G.; (2003) 'An affine gaussian process approach for nonlinear system identification'. Systems Science, 29 (2):47-53 [Details]
(2002)'Comparison of a cascade and feedback linearisation scheme for DC link voltage control in a grid connected wind turbine'
Mullane,A., Lightbody,G., Yacamini, R.; (2002) 'Comparison of a cascade and feedback linearisation scheme for DC link voltage control in a grid connected wind turbine'. Revue Des Energies Renouveables, * (*):*-* [Details]
(2002)'Adaptive control of variable speed wind turbines'
Mullane, A.,Lightbody,G.,Yacamini, R.; (2002) 'Adaptive control of variable speed wind turbines'. Revue Des Energies Renouveables, * (*):*-* [Details]
(2000)'Primerjava Med Vecmodelnim Pristopom in Metodo Premikanja Polov za Vodenje in Regulacijo Zelo Nelinearnih Sistemov'
Gregoricic, G and Lightbody, G; (2000) 'Primerjava Med Vecmodelnim Pristopom in Metodo Premikanja Polov za Vodenje in Regulacijo Zelo Nelinearnih Sistemov'. Raziskovalno Delo Podiplomskih Studentov V Sloveniji, * (*):251-260 [Details]
(1999)'RBF principal manifolds for process momitoring'
Wilson, D. J. H.; Irwin, G. W.; Lightbody, G.; (1999) 'RBF principal manifolds for process momitoring'. IEEE Transactions On Neural Networks, 10 (6):1424-1434 [Details]
(1999)'Identification of State Models using PCA'
Hartnett, M.K., Lightbody, G, Irwin, G.W; (1999) 'Identification of State Models using PCA'. Chemometrics and Intelligent Laboratory Systems, 46 (2):181-196 [Details]
(1998)'Nonlinear Dynamic Matrix Control using Local Model Networks'
Townsend S; Lightbody, G; Brown, M. D.; Irwin, G. W.; (1998) 'Nonlinear Dynamic Matrix Control using Local Model Networks'. Transactions of The Institute of Measurement & Control, 20 (1):47-56 [Details]
(1998)'A hybrid linear/nonlinear training algorithm for feedforward neural networks'
McLoone, S.F.; Brown, M. D.; Irwin, G. W.Lightbody, G.;; (1998) 'A hybrid linear/nonlinear training algorithm for feedforward neural networks'. IEEE Transactions On Neural Networks, 9 (4):669-684 [Details]
(1998)'Dynamic Inferential Estimation, Using Principal Components Regression (PCR)'
Hartnett, M.K., Lightbody, G, Irwin, G.W.; (1998) 'Dynamic Inferential Estimation, Using Principal Components Regression (PCR)'. Chemometrics and Intelligent Laboratory Systems, 40 (2):215-224 [Details]
(1998)'Nonlinear PLS using Radial Basis Functions'
Wilson, D. J. H.; Irwin, G. W.; Lightbody, G.; (1998) 'Nonlinear PLS using Radial Basis Functions'. Transactions of The Institute of Measurement & Control, 19 (4):211-220 [Details]
(1997)'Nonlinear Control Structures Based on Embedded Neural System Models'
Lightbody, G.; Irwin, G. W.; (1997) 'Nonlinear Control Structures Based on Embedded Neural System Models'. IEEE Transactions On Neural Networks, 8 (3):553-567 [Details]
(1997)'Hybrid Neural Adaptive Control for Bank-to-Turn Missiles'
McDowell, D. M. M.; Irwin, G. W.; Lightbody, G.; McConnell, G.; (1997) 'Hybrid Neural Adaptive Control for Bank-to-Turn Missiles'. IEEE Transactions On Control Systems Technology, 5 (3):297-308 [Details]
(1997)'Neural modelling of chemical plant using MLP and B-spline networks'
Lightbody, G and OReilly, P and Irwin, GW and Kelly, K and McCormick, J; (1997) 'Neural modelling of chemical plant using MLP and B-spline networks'. CONTROL ENGINEERING PRACTICE, 5 (11):1501-1515 [Details]
(1997)'Nonlinear Internal Model Control Using Local Model Networks'
Brown, M. D.; Lightbody, G.; Irwin, G. W.; (1997) 'Nonlinear Internal Model Control Using Local Model Networks'. IEE Proceedings: Control Theory and Applications, 144 (6):505-514 [Details]
(1996)'Chemometric Techniques in Multivariate Statistical Modelling of Process Plant [B5147]'
Harnett, M.; Lightbody, G.; Irwin, G.; (1996) 'Chemometric Techniques in Multivariate Statistical Modelling of Process Plant [B5147]'. Journal of The Royal Society of Chemistry, 121 :749-754 [Details]
(1996)'Multi-layer Perceptron based modelling of nonlinear systems'
Lightbody, G, Irwin, G. ; (1996) 'Multi-layer Perceptron based modelling of nonlinear systems'. Fuzzy Sets and Systems Elsevier Science, :93-112 [Details]
(1995)'Direct Neural Model Reference Adaptive Control [B5145]'
Lightbody, G.; Irwin, G.; (1995) 'Direct Neural Model Reference Adaptive Control [B5145]'. IEE Proceedings: Control Theory and Applications, 142.1 :31-43 [Details]

Conference Publications

 YearPublication
(2018)5th International Conference on Control, Decision and Information Technologies (CoDIT) 2018
Dehghan, Shahab; Khojasteh, Meysam; Marzband, Mousa; Lightbody, Gordon (2018) Optimal energy providing strategy of micro-grid's operator based on a game theoretical approach 5th International Conference on Control, Decision and Information Technologies (CoDIT) 2018 Thessaloniki, Greece, , 10-APR-18 - 13-APR-18 , pp.104-109 [DOI] [CORA Link] [Details]
(2017)2017 28TH IRISH SIGNALS AND SYSTEMS CONFERENCE (ISSC)
Coulter, S;Mostes, M;Lightbody, G;Popovici, E;Fennell, W (2017) Low Power IoT Platform for Vital Signs Monitoring 2017 28TH IRISH SIGNALS AND SYSTEMS CONFERENCE (ISSC) [Details]
(2017)IFAC PAPERSONLINE
O'Sullivan, ACM;Lightbody, G (2017) The Effect of Viscosity on the Maximisation of Electrical Power from a Wave Energy Converter under Predictive Control IFAC PAPERSONLINE , pp.14698-14704 [DOI] [Details]
(2017)The 12th European Wave and Tidal Energy Conference
O'Sullivan, Adrian C.M. and Lightbody, Gordon (2017) The Effect of Model Inaccuracy and Move-blocking on the Performance of a Wave-to-wire Wave Energy Converter , under Economic Predictive Control The 12th European Wave and Tidal Energy Conference Cork, Ireland, , pp.1-10 [CORA Link] [Details]
(2017)2017 IEEE 27TH INTERNATIONAL WORKSHOP ON MACHINE LEARNING FOR SIGNAL PROCESSING
O'Shea, A;Lightbody, G;Boylan, G;Temko, A (2017) NEONATAL SEIZURE DETECTION USING CONVOLUTIONAL NEURAL NETWORKS 2017 IEEE 27TH INTERNATIONAL WORKSHOP ON MACHINE LEARNING FOR SIGNAL PROCESSING [Details]
(2017)The 20th World Congress of the International Federation of Automatic Control
Adrian C.M. O’Sullivan and Gordon Lightbody (2017) The Effect of Viscosity on the Maximisation of Electrical Power from a Wave Energy Converter under Predictive Control . In: IFAC-PapersOnLine eds. The 20th World Congress of the International Federation of Automatic Control Toulouse, France, , 09-JUL-17 - 14-JUL-17 , pp.14698-14704   [DOI] [CORA Link] [Details]
(2017)2017 39TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC)
Semenova, O;Lightbody, G;O'Toole, JM;Boylan, G;Dempsey, E;Temko, A (2017) Modelling Interactions between Blood Pressure and Brain Activity in Preterm Neonates 2017 39TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC) , pp.3969-3972 [Details]
(2017)2017 28TH IRISH SIGNALS AND SYSTEMS CONFERENCE (ISSC)
O'Keeffe, D;Riverso, S;Albiol-Tendillo, L;Lightbody, G (2017) Distributed Hierarchical Droop Control of Boost Converters in DC Microgrids 2017 28TH IRISH SIGNALS AND SYSTEMS CONFERENCE (ISSC) [Details]
(2016)2016 UKACC 11TH INTERNATIONAL CONFERENCE ON CONTROL (CONTROL)
Sullivan, ACMO;Lightbody, G (2016) Predictive control of a wave to wire energy conversion system - the importance of field weakening 2016 UKACC 11TH INTERNATIONAL CONFERENCE ON CONTROL (CONTROL) [Details]
(2016)2016 UKACC 11TH INTERNATIONAL CONFERENCE ON CONTROL (CONTROL)
O'Dwyer, E;De Tommasi, L;Kouramas, K;Cychowski, M;Lightbody, G (2016) Low-Order Building Model Identification in Presence of Unmeasured Disturbance for Predictive Control Strategies 2016 UKACC 11TH INTERNATIONAL CONFERENCE ON CONTROL (CONTROL) [Details]
(2016)2016 18TH EUROPEAN CONFERENCE ON POWER ELECTRONICS AND APPLICATIONS (EPE'16 ECCE EUROPE)
Hogan, DJ;Gonzalez-Espin, F;Hayes, JG;Lightbody, G;Albiol-Tendillo, L;Foley, R (2016) Virtual Synchronous-Machine Control of Voltage-Source Converters in a Low-Voltage Microgrid 2016 18TH EUROPEAN CONFERENCE ON POWER ELECTRONICS AND APPLICATIONS (EPE'16 ECCE EUROPE) [Details]
(2016)Control (CONTROL), 2016 UKACC 11th International Conference on
O'Sullivan, Adrian C.M. and Lightbody, Gordon (2016) Predictive control of a wave to wire energy conversion system—The importance of field weakening Control (CONTROL), 2016 UKACC 11th International Conference on , pp.1-6 [Details]
(2016)APEC 2016 31ST ANNUAL IEEE APPLIED POWER ELECTRONICS CONFERENCE AND EXPOSITION
Bermingham, J;O'Donovan, G;Walsh, R;Egan, M;Lightbody, G;Hayes, JG (2016) Optimized Control of High-Performance Servo-Motor Drives in the Field-Weakening Region APEC 2016 31ST ANNUAL IEEE APPLIED POWER ELECTRONICS CONFERENCE AND EXPOSITION , pp.2794-2800 [Details]
(2016)2016 38TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC)
Murphy, BM;O'Driscoll, C;Korotchikova, I;Boylan, GB;Lightbody, G;Marnane, WP (2016) Application of Audio Fingerprinting to Neonatal EEG 2016 38TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC) , pp.912-915 [Details]
(2016)18th European Conference on Power Electronics and Applications (EPE'16 ECCE Europe)
Hogan, D. J.; Gonzalez-Espin, F.; Hayes, J. G.; Lightbody, G.; Albiol-Tendillo, L.; Foley, R. (2016) Virtual synchronous-machine control of voltage-source converters in a low-voltage microgrid 18th European Conference on Power Electronics and Applications (EPE'16 ECCE Europe) , pp.1-10 [DOI] [CORA Link] [Details]
(2016)2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)
Murphy, B. M., O'Driscoll, C., Korotchikova, I., Boylan, G. B., Lightbody, G., & Marnane, W. P. (2016) Application of audio fingerprinting to Neonatal EEG 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) , pp.912-915   [DOI] [Details]
(2015)2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)
Rehan Ahmed, Andrey Temko, William P. Marnane, Geraldine Boylan, Gordon Lightbody (2015) Classification of hypoxic-ischemic encephalopathy using long term heart rate variability based features 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) , 25-AUG-15 - 27-JUL-15 , pp.2355-2358   [DOI] [Details]
(2015)2015 37TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC)
Murphy, BM;O'Driscoll, C;Boylan, GB;Lightbody, G;Marnane, WP (2015) Stream Computing for Biomedical Signal Processing: A QRS Complex Detection Case-Study 2015 37TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC) , pp.5928-5931 [Details]
(2015)2015 22nd Iranian Conference on Biomedical Engineering (ICBME)
Shima Gholinezhadasnefestani, William Marnane, Gordon Lightbody, Andriy Temko, Geraldine Boylan, Nathan Stevenson (2015) Automatic detection of artifact in neonatal ECG 2015 22nd Iranian Conference on Biomedical Engineering (ICBME) Iran, , 25-NOV-15 - 27-NOV-15 , pp.184-188   [DOI] [Details]
(2015)2015 37TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC)
Temko, A;Sarkar, A;Lightbody, G (2015) Detection of Seizures in Intracranial EEG: UPenn and Mayo Clinic's Seizure Detection Challenge 2015 37TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC) , pp.6582-6585 [Details]
(2015)Detection of Seizures in Intracranial EEG: UPenn and Mayo Clinic's Seizure Detection Challenge
Temko, A,Sarkar, A,Lightbody, G, (2015) 2015 37TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC) Detection of Seizures in Intracranial EEG: UPenn and Mayo Clinic's Seizure Detection Challenge , pp.6582-6585 [Details]
(2015)Assessment of Quality of ECG for Accurate Estimation of Heart Rate Variability in Newborns
Gholinezhadasnefestani, S,Temko, A,Stevenson, N,Boylan, G,Lightbody, G,Marnane, W, (2015) 2015 37TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC) Assessment of Quality of ECG for Accurate Estimation of Heart Rate Variability in Newborns , pp.5863-5866 [Details]
(2015)Classification of Hypoxic-Ischemic Encephalopathy Using Long Term Heart Rate Variability Based Features
Ahmed, R,Temko, A,Marnane, WP,Boylan, G,Lightbody, G, (2015) 2015 37TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC) Classification of Hypoxic-Ischemic Encephalopathy Using Long Term Heart Rate Variability Based Features , pp.2355-2358 [Details]
(2015)European Wave and Tidal Energy Conference
Adrian C.M. O'Sullivan, Gordon Lightbody (2015) Wave to Wire Power Maximisation from a Wave Energy Converter European Wave and Tidal Energy Conference Nantes, France, [DOI] [CORA Link] [Details]
(2015)2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)
Shima Gholinezhadasnefestani, Andriy Temko, Nathan Stevenson, Geraldine Boylan, Gordon Lightbody,William Marnane (2015) Assessment of quality of ECG for accurate estimation of Heart Rate Variability in newborns 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) Milan, Italy, , 25-AUG-15 - 29-AUG-15 , pp.5863-5866   [DOI] [Details]
(2015)2015 EUROPEAN CONTROL CONFERENCE (ECC)
O'Dwyer, E;Cychowski, M;Kouramas, K;De Tommasi, L;Lightbody, G (2015) Scalable, Reconfigurable Model Predictive Control for Building Heating Systems 2015 EUROPEAN CONTROL CONFERENCE (ECC) , pp.2248-2253 [Details]
(2015)2015 37TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC)
Ahmed, R;Temko, A;Marnane, WP;Boylan, G;Lightbody, G (2015) Classification of Hypoxic-Ischemic Encephalopathy Using Long Term Heart Rate Variability Based Features 2015 37TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC) , pp.2355-2358 [Details]
(2015)Engineering in Medicine and Biology Society (EMBC), 2015 37th Annual International Conference of the IEEE
Murphy BM, O'Driscoll C, Boylan GB, Lightbody G, Marnane WP (2015) Stream computing for biomedical signal processing: A QRS complex detection case-study Engineering in Medicine and Biology Society (EMBC), 2015 37th Annual International Conference of the IEEE Milan, Italy, , 25-AUG-15 - 29-AUG-15 , pp.5928-5931   [DOI] [Details]
(2015)2015 37TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC)
Gholinezhadasnefestani, S;Temko, A;Stevenson, N;Boylan, G;Lightbody, G;Marnane, W (2015) Assessment of Quality of ECG for Accurate Estimation of Heart Rate Variability in Newborns 2015 37TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC) , pp.5863-5866 [Details]
(2014)2014 36TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC)
Temko, A;Marnane, W;Boylan, G;O'Toole, JM;Lightbody, G (2014) Neonatal EEG Audification for Seizure Detection 2014 36TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC) , pp.4451-4454 [Details]
(2014)IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP -2014
Temko, A., Boylan, G. Marnane, W.P., and Lightbody, G. (2014) Modulation Frequency Analysis of Seizures in Neonatal EEG IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP -2014 Florence, Italy, , 04-MAY-15 - 09-MAY-15 , pp.5879-5883 [DOI] [Details]
(2014)IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP -2014
Ahmad, A., Temko, A., Marnane, W.P., Boylan, G. and Lightbody, G. (2014) Grading Brain Injury in Neonatal EEG using SVM and Supervector Kernal IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP -2014 Florence, Italy, , 04-MAY-15 - 09-MAY-15 , pp.5894-5898 [DOI] [Details]
(2014)IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
Andriy Temko ; Geraldine Boylan ; William Marnane ; Gordon Lightbody (2014) Modulation frequency analysis of seizures in neonatal EEG IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) Florence, Italy, , 04-MAY-14 - 30-APR-14 , pp.5879-5883   [DOI] [Details]
(2014)2014 IEEE ENERGY CONVERSION CONGRESS AND EXPOSITION (ECCE)
Hogan, DJ;Gonzalez-Espin, F;Hayes, JG;Lightbody, G;Egan, MG (2014) Adaptive Resonant Current-Control for Active Power Filtering within a Microgrid 2014 IEEE ENERGY CONVERSION CONGRESS AND EXPOSITION (ECCE) , pp.3468-3475 [Details]
(2014)IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
Andriy Temko ; Geraldine Boylan ; William Marnane ; Gordon Lightbody (2014) Modulation frequency analysis of seizures in neonatal EEG IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) FlorenceItaly, , 04-MAY-14 - 30-APR-14 , pp.5879-5883   [DOI] [Details]
(2014)2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society
Andriy Temko, William Marnane, Geraldine Boylan, John M. O'Toole, Gordon Lightbody (2014) Neonatal EEG audification for seizure detection 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society Chicago, USA, , pp.4451-4454   [DOI] [Details]
(2014)IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP -2014
Temko, A., Marnane, W.P., Boylan, G. and Lightbody, G. (2014) EEG 'Diarization' for the Description of Neonatal Brain Injuries IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP -2014 Florence, Italy, , 04-MAY-14 - 09-MAY-14 , pp.5844-5848 [DOI] [Details]
(2014)2014 TWENTY-NINTH ANNUAL IEEE APPLIED POWER ELECTRONICS CONFERENCE AND EXPOSITION (APEC)
Hogan, DJ;Egan, MG;Hayes, JG;Lightbody, G;Gonzalez-Espin, F (2014) A Rapid Prototyping Tool for Load and Source Emulation in a Microgrid Test Laboratory 2014 TWENTY-NINTH ANNUAL IEEE APPLIED POWER ELECTRONICS CONFERENCE AND EXPOSITION (APEC) , pp.2245-2252 [Details]
(2014)2014 IEEE 5TH INTERNATIONAL SYMPOSIUM ON POWER ELECTRONICS FOR DISTRIBUTED GENERATION SYSTEMS (PEDG)
Hogan, DJ;Gonzalez-Espin, F;Hayes, JG;Foley, R;Lightbody, G;Egan, MG (2014) Load and Source Electronic Emulation Using Resonant Current Control for Testing in a Mirogrid Laboratory 2014 IEEE 5TH INTERNATIONAL SYMPOSIUM ON POWER ELECTRONICS FOR DISTRIBUTED GENERATION SYSTEMS (PEDG) [Details]
(2014)36th Annual International IEEE EMBS Conference
Temko, A., Marnane, W.P., Boylan, G., O’Toole, J.M. and Lightbody, G. (2014) Neonatal EEG audification for seizure detection 36th Annual International IEEE EMBS Conference Chicago, USA, , 26-AUG-14 - 30-AUG-14 , pp.4451-4454 [DOI] [Details]
(2014)IEEE Applied Power Electronics Conference (APEC)
Hogan, D.J., Egan, M.G., Hayes, J.G., Lightbody, G. and Gonzalez-Espin, F. (2014) A rapid prototyping tool for load and source emulation in a microgrid test laboratory IEEE Applied Power Electronics Conference (APEC) Fort Worth Texax, , pp.2245-2252 [Details]
(2014)36th Annual International IEEE EMBS Conference
Nagaraj, S.B., Stevenson, N.J., Marnane, W.P., Boylan, G., and Lightbody, G., (2014) Robustness of Time Frequency Distribution based Features for Automated Neonatal EEG Seizure Detection 36th Annual International IEEE EMBS Conference Chicago, USA, , 26-AUG-14 - 30-AUG-14 , pp.2829-2832 [DOI] [Details]
(2014)2014 36TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC)
Nagaraj, SB;Stevenson, NJ;Marnane, WP;Boylan, GB;Lightbody, G (2014) Robustness of Time Frequency Distribution based Features for Automated Neonatal EEG Seizure Detection 2014 36TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC) , pp.2829-2832 [Details]
(2012)2012 ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC)
Nagaraj, SB;Stevenson, N;Marnane, W;Boylan, G;Lightbody, G (2012) A Novel Dictionary for Neonatal EEG Seizure Detection using Atomic Decomposition 2012 ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC) , pp.1073-1076 [Details]
(2012)2012 ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC)
Temko, A;Stevenson, N;Marnane, W;Boylan, G;Lightbody, G (2012) Temporal Evolution of Seizure Burden for Automated Neonatal EEG Classification 2012 ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC) , pp.4915-4918 [Details]
(2011)2011 ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC)
Temko, A;Lightbody, G;Boylan, G;Marnane, W (2011) Online EEG Channel Weighting for Detection of Seizures in the Neonate 2011 ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC) , pp.1447-1450 [Details]
(2008)2008 30TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOLS 1-8
Doyle, OM;Greene, BR;Marnane, W;Lightbody, G;Boylan, GB (2008) Characterisation of Heart Rate Changes and their Correlation with EEG During Neonatal Seizures 2008 30TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOLS 1-8 [Details]
(2014)IEEE EMBC
Nagaraj, S.B.,Stevenson, N., Marnane, W. and Lightbody, G (2014) Robustness of Time Frequency Distribution based Features for Automated Neonatal EEG Seizure Detection IEEE EMBC Chicago, USA, [Details]
(2014)IEEE Int. Conference on Acoustics Speech and Signal Processing (ICASSP)
Temko, A., Marnane, W., Boylan, G. and Lightbody, G (2014) Modulation frequency analysis of seizures in neonatal EEG IEEE Int. Conference on Acoustics Speech and Signal Processing (ICASSP) Florence, Italy, , pp.5879-5883 [Details]
(2014)25th IET Irish Signals and Systems Conference
O’Dwyer, E., Cychowski, M., Kouramas, K. and Lightbody, G (2014) A hierarchical model based predictive control for building heating systems 25th IET Irish Signals and Systems Conference [Details]
(2014)IEEE Energy Conversion Congress and Exposition, IEEE ECCE
Hogan, D., Gonzalez-Espin, F., Hayes, J., Lightbody, G. and Egan, M (2014) An Adaptive Resonant Current Control Technique for Improved Active Power Filter Performance within a Microgrid IEEE Energy Conversion Congress and Exposition, IEEE ECCE Pittburgh USA, [Details]
(2014)IEEE EMBC
Temko, A., Marnane, W., Boylan, G. and Lightbody, G. (2014) Neonatal EEG Audification for Seizure Detection IEEE EMBC Chicago, USA, [Details]
(2014)IEEE ICASSP
Ahmed, R., Temko, A., Marnane, W., Boylan, G. and Lightbody, G. (2014) Grading brain injury in neonatal EEG using SVM and super-vector kernel IEEE ICASSP Florence, Italy, , pp.5894-5898 [Details]
(2014)IEEE ICASSP
Temko, A., Marnane, W., Boylan, G. and Lightbody, G. (2014) EEG diarization' for the description of neonatal brain injuries IEEE ICASSP Florence, Italy, , pp.5844-5848 [Details]
(2014)IEEE 5th Int. Symp. Power Electronics for Distributed Generation Systems (PEDG)
Hogan, D., Gonzalez-Espin, F., Hayes, J., Foley, R., Lightbody, G. and Egan, M. (2014) Load and source electronic emulation using resonant current control for testing in a microgrid laboratory IEEE 5th Int. Symp. Power Electronics for Distributed Generation Systems (PEDG) , pp.1-7 [Details]
(2012)34th Annual International IEEE EMBS Conference
Temko, A., Stevenson, N., Marnane, W., Boylan, G. and Lightbody, G. (2012) Temporal evolution of seizure burden for automated neonatal EEG classification 34th Annual International IEEE EMBS Conference San Diego, CA, USA, , 28-AUG-12 - 01-SEP-12 , pp.4915-4918 [DOI] [Details]
(2012)IEEE EMBS Biannual International Conference on Biomedical Engineering & Science, IECBES 2012
Temko, A., Marnane, W., Boylan, G. and Lightbody, G (2012) Adaptive Modelling of Background EEG for Robust Detection of Neonatal Seizures IEEE EMBS Biannual International Conference on Biomedical Engineering & Science, IECBES 2012 Langkawi, Malaysia, , 17-DEC-12 - 19-DEC-12 , pp.46-51 [DOI] [Details]
(2012)IEEE EMBC
Temko, A., Marnane, W., Boylan, G. and Lightbody, G. (2012) All things are known by comparison: Standardized performance assessment and metrics IEEE EMBC [Details]
(2012)IEEE EMBC
Ahmed, R., Temko, A., Marnane, L. Boylan, G and Lightbody, G (2012) Dynamic time warping based neonatal seizure detection system IEEE EMBC [Details]
(2012)IEEE EMBC
Nagaraj, S.B. ,Stevenson, N, Marnane, W., Boylan, G. and Lightbody, G. (2012) A novel dictionary for neonatal EEG seizure detection using atomic decomposition IEEE EMBC [Details]
(2011)IFAC World Congress
Paul Mc Namara, Rudy R. Negenborn, Bart De Schutter, Gordon Lightbody; (2011) Coordination of a multiple link HVDC system using local communication based Distributed Model Predictive Control IFAC World Congress [Details]
(2011)IFAC World Congress
Andriy Temko, William Marnane, Geraldine Boylan, Gordon Lightbody; (2011) The Data-Driven Measure of EEG Channel Importance for Improved Patient-Adaptive Neonatal Seizure Detector IFAC World Congress [Details]
(2011)IFAC World Congress
Cretel, J.A.M., Lightbody, G., Thomas, G.P. and Lewis, A.W; (2011) Maximisation of Energy Capture by a Wave-Energy Point Absorber using Model Predictive Control IFAC World Congress Milan, Italy, [Details]
(2011)Engineering in Medicine and Biology Society,EMBC, 2011 Annual International Conference of the IEEE
Temko, A. and Lightbody, G. and Boylan, G. and Marnane, W. (2011) Online EEG channel weighting for detection of seizures in the neonate Engineering in Medicine and Biology Society,EMBC, 2011 Annual International Conference of the IEEE , pp.1447-1450 [Details]
(2011)33rd Annual International IEEE EMBS Conference
Temko A., Lightbody G., Boylan G., Marnane W.P., (2011) Online EEG Channel Weighting for Detection of Seizures in the Neonate 33rd Annual International IEEE EMBS Conference Boston, MA, USA, , 30-AUG-11 - 03-SEP-11 , pp.1447-1450   [DOI] [Details]
(2011)18th IFAC World Congress
Temko A., Marnane W.P., Boylan G., Lightbody G., (2011) A Data-Driven Energy Based Estimator of EEG Channel Importance for Improved Patient-Adaptive Neonatal Seizure Detector 18th IFAC World Congress Milan, Italy, , 28-AUG-11 - 02-SEP-11 , pp.13770-13775 [DOI] [Details]
(2011)21st International Offshore (Ocean) and Polar Engineering Conference & Exhibition, ISOPE
Cretel, J.A.M., Lewis, A.W., Thomas, G.P. and Lightbody, G.; (2011) A Critical assessment of Latching Control for Wave-energy Point Absorbers 21st International Offshore (Ocean) and Polar Engineering Conference & Exhibition, ISOPE Maui, Hawaii, USA, [Details]
(2011)IEEE, EMBS
Temko, A., Lightbody, G., Boylan, G. and Marnane, L.; (2011) Online EEG Channel Weighting for Detection of Seizures in the Neonate IEEE, EMBS Boston, USA, [Details]
(2011)IEEE-PES ISGT Europe 2011 Conference on Innovative Smart Grid Technology
Hanrahan, B. and Leahy, P. and Staudt, L. and Lightbody, G.; (2011) A powerful visualization technique for power flows at an industrial site with wind and CHP generation IEEE-PES ISGT Europe 2011 Conference on Innovative Smart Grid Technology Manchester, [Details]
(2010)IEEE Engineering in Medicine and Biology Society
Doyle, OM; Temko, A; Murray, DM; Lightbody, G; Marnane, W; Boylan, GB; (2010) Predicting the neurodevelopmental outcome of newborns with hypoxic-ischaemic injury IEEE Engineering in Medicine and Biology Society , pp.1370-1373 [DOI] [Details]
(2010)IEEE Engineering in Medicine and Biology Society
Temko, A; Thomas, E; Marnane, W; Lightbody, G; Boylan, G; (2010) Speech Recognition Features for EEG Signal Description in Detection of Neonatal Seizures IEEE Engineering in Medicine and Biology Society , pp.3281-3284 [DOI] [Details]
(2010)IEEE/INSTICC Joint Conference on Biomedical Engineering Systems and Technologies, BIOSTEC
A. Temko, I. Korotchikova, W. Marnane, G. Lightbody, G. Boylan; (2010) Validation of an Automated Seizure Detection System on Healthy Babies: Histogram-Based Energy Normalization for Montage Mismatch Compensation IEEE/INSTICC Joint Conference on Biomedical Engineering Systems and Technologies, BIOSTEC [Details]
(2010)IFAC Conf. Control Methodologies and Technology for Energy Efficiency, CMTEE 2010
Cretel, J; Lewis, AW; Lightbody, G; Thomas, GP; (2010) An Application of Model Based Predictive Control to a Wave Energy Point Absorber IFAC Conf. Control Methodologies and Technology for Energy Efficiency, CMTEE 2010 [Details]
(2010)AMA-IEEE Conference on Medical Technology devoted to Individualized Healthcare
Temko, A; McEvoy, R; Dwyer, D; Faul, S; Lightbody, G; Marnane, W; (2010) REACT: Real-Time EEG Analysis for Seizure Detection AMA-IEEE Conference on Medical Technology devoted to Individualized Healthcare [Details]
(2010)IEEE International Conference on Information Technology and Applications in Biomedicine (ITAB 2010)
Thomas E.M., Kelleher D., Lightbody G., Nash D., McNamara B., Marnane W.P. (2010) Optimisation of an epileptiform activity detector for ambulatory use IEEE International Conference on Information Technology and Applications in Biomedicine (ITAB 2010) Corfu, Greece, , 03-NOV-10 - 04-NOV-10 , pp.1-4 [DOI] [Details]
(2010)IET Irish Signals and Systems Conference
Mc Namara, P; Lightbody, G; (2010) PSO optimized PID parameters for coupled HVDC Control IET Irish Signals and Systems Conference [Details]
(2010)32nd Annual International IEEE EMBS Conference
Temko A., Boylan G., Marnane W.P., Lightbody G. (2010) Speech Recognition Features for EEG Signal Description in Detection of Neonatal Seizures 32nd Annual International IEEE EMBS Conference Buenos Aires, Argentina, , 31-AUG-10 - 04-SEP-10 , pp.3281-3284 [DOI] [Details]
(2010)Engineering in Medicine and Biology Society (EMBC), 2010 Annual International Conference of the IEEE
Doyle, O.M. and Temko, A. and Murray, D.M. and Lightbody, G. and Marnane, W. and Boylan, G.B. (2010) Predicting the neurodevelopmental outcome in newborns with hypoxic-ischaemic injury Engineering in Medicine and Biology Society (EMBC), 2010 Annual International Conference of the IEEE , pp.1370-1373 [Details]
(2010)32nd Annual International IEEE EMBS Conference
Doyle O.M., Temko A., Murrray D.M., Boylan G., Lightbody G., Marnane W.P., (2010) Predicting the neurodevelopmental outcome in newborns with hypoxic-ischaemic injury 32nd Annual International IEEE EMBS Conference Buenos Aires, Argentina, , 31-AUG-10 - 04-SEP-10 , pp.1370-1373 [DOI] [Details]
(2010)Conf Proc IEEE Eng Med Biol Soc
Doyle, OM; Temko, A; Murray, DM; Lightbody, G; Marnane, W; Boylan, GB; (2010) Predicting the neurodevelopmental outcome in newborns with hypoxic-ischaemic injury Conf Proc IEEE Eng Med Biol Soc , pp.1370-1373 [Details]
(2010)Engineering in Medicine and Biology Society (EMBC), 2010 Annual International Conference of the IEEE
Temko, A. and Boylan, G. and Marnane, W. and Lightbody, G. (2010) Speech recognition features for EEG signal description in detection of neonatal seizures Engineering in Medicine and Biology Society (EMBC), 2010 Annual International Conference of the IEEE , pp.3281-3284 [Details]
(2009)IEEE International Symposium on Intelligent Signal Processing (WISP2009)
Thomas, E.M., Temko, A., Lightbody, G., Marnane, W.P. and Boylan, G.B; (2009) A comparison of generative and discriminative approaches in automated neonatal seizure detection IEEE International Symposium on Intelligent Signal Processing (WISP2009) Budapest, Hungry, , 26-AUG-09 - 28-AUG-09 , pp.153-156 [DOI] [Details]
(2009)IET ISSC
Mc Namara, P. and Lightbody, G; (2009) Particle Swarm Optimization for use with Distributed Model Predictive Control IET ISSC [Details]
(2009)Intelligent Signal Processing, 2009. WISP 2009. IEEE International Symposium on
Thomas, E.M. and Temko, A. and Lightbody, G. and Marnane, W.P. and Boylan, G.B. (2009) A comparison of generative and discriminative approaches in automated neonatal seizure detection Intelligent Signal Processing, 2009. WISP 2009. IEEE International Symposium on , pp.181-186 [Details]
(2009)Machine Learning for Signal Processing, 2009. MLSP 2009. IEEE International Workshop on
Thomas, E.M. and Temko, A. and Lightbody, G. and Marnane, W.P. and Boylan, G.B. (2009) A Gaussian mixture model based statistical classification system for neonatal seizure detection Machine Learning for Signal Processing, 2009. MLSP 2009. IEEE International Workshop on , pp.1-6 [Details]
(2009)Engineering in Medicine and Biology Society, 2009. EMBC 2009. Annual International Conference of the IEEE
Temko, A. and Thomas, E. and Boylan, G. and Marnane, W. and Lightbody, G. (2009) An SVM-based system and its performance for detection of seizures in neonates Engineering in Medicine and Biology Society, 2009. EMBC 2009. Annual International Conference of the IEEE , pp.2643-2646 [Details]
(2009)31st Annual International IEEE EMBS Conference
Temko A, Thomas E, Boylan G, Marnane W, Lightbody G; (2009) An SVM-based system and its performance for detection of seizures in neonates 31st Annual International IEEE EMBS Conference , pp.2643-2646 [DOI] [Details]
(2009)IFAC International Conf. on Intelligent Control Systems and Signal Processing, ICONS
Mc Namara, P. and Lightbody, G; (2009) Improving Distributed Model Predictive Control Performance Via Weight Optimization using PSO IFAC International Conf. on Intelligent Control Systems and Signal Processing, ICONS [Details]
(2009)2009 IEEE International Workshop on Machine Learning For Signal Processing (MLSP2009)
Thomas, E.M., Temko, A., Lightbody, G., Marnane, W.P. and Boylan, G.B ; (2009) A Gaussian mixture model based statistical classification system for neonatal seizure detection 2009 IEEE International Workshop on Machine Learning For Signal Processing (MLSP2009) Grenoble, France, , 02-SEP-09 - 04-SEP-09 , pp.1-6 [DOI] [Details]
(2008)Engineering in Medicine and Biology Society, 2008. EMBS 2008. 30th Annual International Conference of the IEEE
Thomas, E.M. and Greene, B.R. and Lightbody, G. and Marnane, W.P. and Boylan, G.B. (2008) Seizure detection in neonates: Improved classification through supervised adaptation Engineering in Medicine and Biology Society, 2008. EMBS 2008. 30th Annual International Conference of the IEEE , pp.903-906 [Details]
(2008)30th Annual International IEEE EMBS Conference
Doyle OM, Greene BR, Marnane W, Lightbody G, Boylan GB; (2008) Characterisation of heart rate changes and their correlation with EEG during neonatal seizures 30th Annual International IEEE EMBS Conference Vancouver, Canada, , 20-AUG-08 - 24-AUG-08 , pp.4984-4987 [DOI] [Details]
(2008)Engineering in Medicine and Biology Society, 2008. EMBS 2008. 30th Annual International Conference of the IEEE
Doyle, O.M. and Greene, B.R. and Marnane, W. and Lightbody, G. and Boylan, G.B. (2008) Characterisation of heart rate changes and their correlation with EEG during neonatal seizures Engineering in Medicine and Biology Society, 2008. EMBS 2008. 30th Annual International Conference of the IEEE , pp.4984-4987 [Details]
(2008)Engineering in Medicine and Biology Society, 2008. EMBS 2008. 30th Annual International Conference of the IEEE
Greene, B.R. and Boylan, G.B. and Marnane, W.P. and Lightbody, G. and Connolly, S. (2008) Automated single channel seizure detection in the neonate Engineering in Medicine and Biology Society, 2008. EMBS 2008. 30th Annual International Conference of the IEEE , pp.915-918 [Details]
(2008)30th Annual International IEEE EMBS Conference
Greene BR, Boylan GB, Marnane WP, Lightbody G, Connolly S; (2008) Automated single channel seizure detection in the neonate 30th Annual International IEEE EMBS Conference Vancouver, Canada, , 20-AUG-08 - 24-AUG-09 , pp.915-918 [DOI] [Details]
(2007)Engineering in Medicine and Biology Society, 2007. EMBS 2007. 29th Annual International Conference of the IEEE
Doyle, O.M. and Greene, B.R. and Murray, D.M. and Marnane, L. and Lightbody, G. and Boylan, G.B. (2007) The effect of frequency band on quantitative EEG measures in neonates with Hypoxic-ischaemic encephalopathy Engineering in Medicine and Biology Society, 2007. EMBS 2007. 29th Annual International Conference of the IEEE , pp.717-721 [Details]
(2007)IEEE EMBC
Doyle OM, Greene BR, Murray DM, Marnane L, Lightbody G, Boylan GB; (2007) The effect of frequency band on quantitative EEG measures in neonates with hypoxic-ischaemic encephalopathy IEEE EMBC , pp.717-721 [Details]
(2007)Proc. IET conference, ISSC
Thomas, E.M., Lightbody, G., Marnane, L., Greene, B.R. and Boylan, G.B.; (2007) Seizure Detection in Neonates using Discriminant Analysis Proc. IET conference, ISSC Derry, Ireland, , 13-SEP-07 - 14-SEP-07 [Details]
(2006)Proc. 2nd International Conference on Renewable energy in Maritime Island Climates
McKenna F., McKeogh E. J., Ó Gallachóir B. P., Lightbody G. & Daly R. ; (2006) Using Electricity Management to Optimise a Renewable Electricity Supply to an Irish Local Authority Proc. 2nd International Conference on Renewable energy in Maritime Island Climates Dublin, Ireland, , pp.259-264 [Details]
(2006)Proceedings of the third IASTED International Conference on Signal Processing, Pattern Recognition and Applications (SPPRA 2006)
Faul, S. Gregorèiè, G. Boylan, G. Marnane, W. Lightbody, G. Connolly, S.; (2006) Gaussian Process Modelling as an Indicator of Neonatal Seizure . In: * eds. Proceedings of the third IASTED International Conference on Signal Processing, Pattern Recognition and Applications (SPPRA 2006) Innbruck, Austria, , 01-FEB-06 - 01-FEB-06 , pp.177-182 [Details]
(2006)Proc. European Wind Energy Conference 2006
McKenna F., McKeogh E. J., Ó Gallachóir B. P., Lightbody G. & Daly R; (2006) Control Strategy for Maximising Wind Energy Supply to a Local Authority Proc. European Wind Energy Conference 2006 Athens, Greece, [Details]
(2005)IEEE International Symposium on Intelligent Signal Processing Conference, WISP¿05
Faul, S., Boylan, G., Marnane, L. and Lightbody, G.; (2005) Chaos Theory Analysis of the Newborn EEG: Is it Worth the Wait? . In: * eds. IEEE International Symposium on Intelligent Signal Processing Conference, WISP¿05 Faro, Portugal, , 01-SEP-05 - 30-DEC-99 , pp.381-386 [Details]
(2005)IEE, ISSC 2005
Faul, S., Boylan, G., and Connolly, S., Marnane, L. and Lightbody, G.; (2005) A novel automatic neonatal seizure detection system . In: * eds. IEE, ISSC 2005 Dublin, , 01-SEP-05 - 30-DEC-99 , pp.377-383 [Details]
(2005)IEEE Conf. ICASSP¿05
Faul, S., Marnane, L., Lightbody, G. ,Boylan, G., and Connolly, S.; (2005) A method for the blind separation of sources for use as the first stage of a neonatal deizure detection system . In: * eds. IEEE Conf. ICASSP¿05 Philadelphia, , 18-MAR-05 - 23-MAR-05 , pp.409-412 [Details]
(2005)UPEC’05 Int. Conf
Frawley, D. and Lightbody, G; (2005) Speed control of a wind energy conversion system using feedback linearisation . In: * eds. UPEC’05 Int. Conf Cork, , 01-SEP-05 - 30-DEC-99 , pp.1068-1072 [Details]
(2005)UPEC’05 Int. Conf
Leahy, C. and Lightbody, G; (2005) Sliding mode control of a wind energy conversion system with doubly fed induction generator . In: * eds. UPEC’05 Int. Conf Cork, , 01-SEP-05 - 30-DEC-99 , pp.1063-1067 [Details]
(2005)IEE Irish Signals and Systems Conference 2005
Faul S.; Boylan G. B.; Connolly S.; Marnane W. P.; Lightbody G.; (2005) A Novel Automatic Neonatal Seizure Detection System . In: * eds. IEE Irish Signals and Systems Conference 2005 DCU, Dublin, Ireland, , 01-SEP-05 - 02-SEP-05 , pp.377-382 [Details]
(2005)IEEE International Symposium on Intelligent Signal Processing (WISP 2005)
Faul S.; Boylan G. B.; Connolly S.; Marnane W. P.; Lightbody G.; (2005) Chaos Theory Analysis Of The Newborn EEG - Is It Worth The Wait? IEEE International Symposium on Intelligent Signal Processing (WISP 2005) Faro, Portugal, , 01-SEP-05 - 03-SEP-05 , pp.381-386 [DOI] [Details]
(2005)IEEE International Conference on Acoustics, Speech, and Signal Processing
Faul S.; Boylan G. B.; Connolly S.; Marnane W. P.; Lightbody G; (2005) A Method for the Blind Separation of Sources for use as the First Stage of a Neonatal Seizure Detection . In: * eds. IEEE International Conference on Acoustics, Speech, and Signal Processing Philadelphia, USA, , 18-MAR-05 - 23-MAR-05 , pp.V-409-V-412 [Details]
(2005)IEE Irish Signals and Systems Conference 2005
Faul S., Boylan G. B., Connolly S., Marnane W. P., Lightbody G; (2005) A Novel Automatic Neonatal Seizure Detection System . In: * eds. IEE Irish Signals and Systems Conference 2005 belfast Ireland, , 30-DEC-99 - 30-DEC-99 , pp.377-382 [Details]
(2005)IEEE International Symposium on Intelligent Signal Processing
Stephen Faul, Geraldine Boylan, Sean Connolly, William Marnane and Gordon Lightbody; (2005) Chaos Theory Analysis of the Newborn EEG: Is it Worth the Wait? . In: * eds. IEEE International Symposium on Intelligent Signal Processing Faro Portugal, , 01-SEP-05 - 03-SEP-05 , pp.*-* [Details]
(2005)Intelligent Signal Processing, 2005 IEEE International Workshop on
Faul, S. and Boylan, G. and Connolly, S. and Marnane, W. and Lightbody, G. (2005) Chaos theory analysis of the newborn EEG - is it worth the wait? Intelligent Signal Processing, 2005 IEEE International Workshop on , pp.381-386 [Details]
(2005)Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP '05)
Stephen Faul, Geraldine Boylan, Sean Connolly, William Marnane and Gordon Lightbody; (2005) A Method for the Blind Separation of Sources for use as the First Stage of a Neonatal Seizure Detection System . In: * eds. Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP '05) Philadelphia, , 01-SEP-05 - 30-DEC-99 , pp.409-412 [Details]
(2004)IPEM,IEEE,IEE,ACPIN Symposium on Signal Processing in Clinical Neurophysiology
Faul, S., Boylan, G., Connolly, S., Marnane, W. and Lightbody, G; (2004) Computer-aided Seizure Detection for Newborn Infants . In: * eds. IPEM,IEEE,IEE,ACPIN Symposium on Signal Processing in Clinical Neurophysiology York, , 01-FEB-04 - 30-DEC-99 , pp.*-* [Details]
(2004)IPEM,IEEE,IEE,ACPIN Symposium on Signal Processing in Clinical Neurophysiology
Faul, S., Boylan, GB, Connolly, S. Marnane, W. Lightbody, G.; (2004) An Automatic Seizure Detection System for Newborn Infants IPEM,IEEE,IEE,ACPIN Symposium on Signal Processing in Clinical Neurophysiology York, [Details]
(2004)IEE ISSC 2004
Faul, S., Boylan, G., Connolly, S., Marnane, W. and Lightbody, G; (2004) Computer-Aided Seizure Detection In Newborn Infants . In: * eds. IEE ISSC 2004 Belfast, , 01-JUN-04 - 30-DEC-99 , pp.*-* [Details]
(2004)Meeting of the British Society of Clinical Neurophysiologists
Faul, S., Boylan, G., Connolly, S., Marnane, W. and Lightbody, G; (2004) Automated Algorithms for Seizure Detection in Neonates . In: * eds. Meeting of the British Society of Clinical Neurophysiologists London, , 01-OCT-04 - 30-DEC-99 , pp.*-* [Details]
(2003)Proc. ISSC2003
Dillon, P.; Lightbody G. ; (2003) Industrial Applications of Process Design and Control System Simulation . In: * eds. Proc. ISSC2003 Limerick, , 01-JUN-03 - 30-DEC-99 , pp.*-* [Details]
(2003)IFAC ICONS
Gregorcic, G.; Lightbody, G. ”.; (2003) From Multiple Model Network to Gaussian Processes Prior Models . In: * eds. IFAC ICONS Portugal, , 01-APR-03 - 30-DEC-99 , pp.*-* [Details]
(2003)Proc. Sixteenth International Conference on Systems Engineering
Gregorcic G.; Lightbody G.; (2003) An affine local Gaussian process model network . In: * eds. Proc. Sixteenth International Conference on Systems Engineering Coventry, England, , 09-SEP-03 - 11-SEP-03 , pp.*-* [Details]
(2003)IEEE PES General summer meeting
Kennedy, K.; Lightbody G.; Yacamini, R.; (2003) Power system harmonic analysis using the Kalman filter . In: * eds. IEEE PES General summer meeting Toronto, Canada, , 01-JUL-03 - 30-DEC-99 , pp.252-257 [Details]
(2003)American Control Conference
Gregorcic, G.; Lightbody, G; (2003) Internal Model Control Based on a Gaussian Process Prior Model . In: * eds. American Control Conference Denver Colorado, USA, , 01-JUN-03 - 30-DEC-99 , pp.*-* [Details]
(2003)Proc. Third International Conference of Advanced Engineering Design AED 03
Mullane, A. ; Lightbody, G.; Yacamini, R.; (2003) Minimising the Effect of Voltage Disturbances for Grid Connected Wind Turbines . In: * eds. Proc. Third International Conference of Advanced Engineering Design AED 03 Prague, , 01-JUN-03 - 30-DEC-99 , pp.*-* [Details]
(2002)18th Annual International Conference on Contaminated Soils
Cyrille Berton, Gordon Lightbody, Martin Hill, Damien Arrigan, Michael Swainson, Bridget Corcoran. ; (2002) Controlled Environment Biopiling For Contaminated Land Treatment, Sediments and Water 18th Annual International Conference on Contaminated Soils [Details]
(2002)Temperature Control for an ex-situ Soil Bioremediation Process
Cyrille Berton, Gordon Lightbody, Arief Gusnanto, Martin Hill, Michael Swainson Bridget Corcoran. ; (2002) Proceedings of the Irish Signals and Systems Conference ISSC2002 Temperature Control for an ex-situ Soil Bioremediation Process [Details]
(2002)In Proceedings of the Irish Signals and Systems Conference ISSC2002
Gregorcic, G.; Lightbody, G.; (2002) Gaussian Processes for Modelling of Dynamic Non-linear Systems . In: * eds. In Proceedings of the Irish Signals and Systems Conference ISSC2002 *, , 01-JUN-02 - 30-DEC-99 , pp.141-147 [Details]
(2002)Proceedings of the 3rd Int. PhD Workshop on Advances in Supervision and Control Systems
Gregoricic, G.; Lightbody, G.; (2002) Gaussian Processes for Internal Model Control . In: * eds. Proceedings of the 3rd Int. PhD Workshop on Advances in Supervision and Control Systems Strunjan, Slovenia, , 01-OCT-02 - 04-OCT-02 , pp.*-* [Details]
(2001)36th UPEC
Mullane, A.; Lightbody G.; Yacamini, R.; Grimes, S.; (2001) Adaptive control of variable speed wind turbines . In: * eds. 36th UPEC Swansea, Wales, , 01-SEP-01 - 30-DEC-99 , pp.*-* [Details]
(2001)Nordic Matlab Conference
Gregoricic, G; Lightbody, G. ; (2001) Simulink implementation of adaptive control and multiple model network control . In: * eds. Nordic Matlab Conference Oslo, Norway, , 01-OCT-01 - 30-DEC-99 , pp.*-* [Details]
(2001)Nordic MATLAB conference
Mullane, A.; Lightbody, G.; Yacamini, R.; (2001) A variable step size C-MEX s-function for reduced simulation times of variable speed drives . In: * eds. Nordic MATLAB conference Oslo, Norway, , 01-OCT-01 - 30-DEC-99 , pp.*-* [Details]
(2001)Proceedings of the Irish Signals and Systems Conference, ISSC2001
Kennedy, K.; Lightbody, G.; (2001) Dynamic tracking of power system harmonics using the Extended Kalman Filter . In: * eds. Proceedings of the Irish Signals and Systems Conference, ISSC2001 NUI Maynooth, , 01-JUN-01 - 30-DEC-99 , pp.111-116 [Details]
(2001)36th UPEC
Mullane, A.; Lightbody G.; Yacamini, R.; Grimes, S.; (2001) Comparison of a cascade and feedback linearisation scheme for DC link voltage control in a grid connected wind turbine . In: * eds. 36th UPEC Swansea, Wales, , 01-SEP-01 - 30-DEC-99 , pp.*-* [Details]
(2000)Irish Signals and Systems Conference (ISSC2000)
Gregoricic, G.;Lightbody, G; (2000) A comparison of multiple model and pole placement self-tuning for the control of highly nonlinear processes . In: * eds. Irish Signals and Systems Conference (ISSC2000) Dublin, , 01-JUN-00 - 30-DEC-99 , pp.303-311 [Details]
(2000)Proceedings of INES 2000, IEEE International Conference on Intelligent Engineering Systems
Gregoricic, G.; Lightbody, G.; (2000) Control of highly nonlinear processes using self-tuning control and multiple/local model approaches . In: * eds. Proceedings of INES 2000, IEEE International Conference on Intelligent Engineering Systems *, , 01-SEP-00 - 30-DEC-99 , pp.167-171 [Details]
(2000)Irish Signals and Systems Conference (ISSC2000)
Mullane, A; Lightbody, G.; (2000) The simulation and control of a grid connected variable speed wind turbine . In: * eds. Irish Signals and Systems Conference (ISSC2000) Dublin, , 01-JUN-00 - 30-DEC-99 , pp.*-* [Details]
(1998)UKACC Internationa Conference Control'98
Irwin, G.W.; Brown, M.; Lightbody, G.; (1998) Nonlinear identification of a turbogenerator by local model networks . In: * eds. UKACC Internationa Conference Control'98 *, , 01-JAN-98 - 30-DEC-99 , pp.1462-1467 [Details]
(1998)Proc 8th Int. Conf. on Harmonics and quality of power
Phang, W.; Brogan, P.; Lightbody, G.; Yacamini, R.; Scott, A.; (1998) Reduction of overvoltages on ESP systems . In: * eds. Proc 8th Int. Conf. on Harmonics and quality of power Athens, Greece, , 01-OCT-98 - 30-DEC-99 , pp.*-* [Details]
(1998)1998 American Control Conference
Townsend, S.; Lightbody, G.; Brown, M.;Irwin, G.W; (1998) Nonlinear Dynamic Matrix Control using local model networks . In: * eds. 1998 American Control Conference Philadelphia, USA, , 01-JAN-98 - 30-DEC-99 , pp.801-805 [Details]
(1997)IEE Colloquium (Digest) No.144
Brown, M.D.; Lightbody, G.; Irwin, G.W.; (1997) Local Model Networks for nonlinear system identification . In: * eds. IEE Colloquium (Digest) No.144 *, , 01-MAY-97 - 30-DEC-99 , pp.*-* [Details]
(1997)Proceedings of the American Control Conference
Wilson, D. J. H.; Irwin, G. W.; Lightbody, G.; (1997) Nonlinear PLS Modelling Using Radial Basis Functions . In: * eds. Proceedings of the American Control Conference , 01-JAN-97 - 30-DEC-99 , pp.3275-3276 [Details]
(1997)Proceedings. IFAC Int. Symp. on Advanced Control of Chemical Processes, AdChem'97
Brown, M. D.; Lightbody, G.; Irwin, G. W.; (1997) Nonlinear Internal Model Control Using Local Model Networks With Application to a PH Process . In: * eds. Proceedings. IFAC Int. Symp. on Advanced Control of Chemical Processes, AdChem'97 , 01-JAN-97 - 30-DEC-99 , pp.13-18 [Details]
(1997)Proceedings IFAC SYSID' 97
Brown, M. D.; Lightbody, G.; Irwin, G. W.; (1997) Local Model Networks for Nonlinear System Identification . In: * eds. Proceedings IFAC SYSID' 97 Kitakyushu Japan, , 07-JAN-97 - 30-DEC-99 , pp.709-714 [Details]
(1997)Proceedings Irish Signal and Systems Conference
Townsend, S.; Lightbody, G.; Irwin, G. W.; (1997) Robust Predictive Control of PH Neutralisation . In: * eds. Proceedings Irish Signal and Systems Conference Dublin, , 01-JAN-97 - 30-DEC-99 , pp.225-232 [Details]
(1997)IEE Colloquium (Digest), , No.174
Wilson, D.J.H.; Irwin, G.W.; Lightbody, G.; (1997) Neural networks and multivariate SPC . In: * eds. IEE Colloquium (Digest), , No.174 *, , 21-APR-97 - 30-DEC-99 , pp.*-* [Details]
(1997)Proceeding. IFAC Symposium Safe Process
Wilson, D. J. H.; Irwin, G. W.; Lightbody, G.; (1997) Nonlinear PLS - Application to Fault Detection . In: * eds. Proceeding. IFAC Symposium Safe Process , 01-JAN-97 - 30-DEC-99 , pp.15-20 [Details]
(1997)5th Scandinavian Symp. on Chemometrics, SSC-5
42. Hartnett, M., Lightbody, G. and G.W. Irwin, ; (1997) Dynamic inferential estimation using Principal Component Analysis 5th Scandinavian Symp. on Chemometrics, SSC-5 Lahti, Finland, [Details]
(1997)5th Scandinavian Symp. on Chemometrics, SSC-5
Hartnett, M., Lightbody, G. and G.W. Irwin ; (1997) Identification of state models using Principal Component Analysis 5th Scandinavian Symp. on Chemometrics, SSC-5 Lahti, Finland, [Details]
(1996)IEE Colloquium (Digest), No.260
Wilson, D.J.H.; Irwin, G.W.;Lightbody, G.; (1996) Fault detection in an overheads condenser using multivariate SPC . In: * eds. IEE Colloquium (Digest), No.260 *, , 18-SEP-96 - 30-DEC-99 , pp.7/1-7/6 [Details]
(1996)Proceedings. IFAC World Congress
McDowell, D. M. M.; Irwin, G. W.; Lightbody, G.; McConnell, G.; (1996) A Hybrid Auto-Pilot for BTT Steering Using RBF Neural Nets . In: * eds. Proceedings. IFAC World Congress , 01-JAN-96 - 30-DEC-99 , pp.159-164 [Details]
(1996)Proceedings. Chemical Process Control V, Tahoe City, USA (January)
Bomberger, J. D.; Seborg, D. E.; Lightbody, G.; Irwin, G.; (1996) Experimental Evaluation of Neural Nonlinear Modelling Techniques . In: * eds. Proceedings. Chemical Process Control V, Tahoe City, USA (January) Tahoe City, USA, , 01-JAN-96 - 30-DEC-99 , pp.6-* [Details]
(1996)Proc. UKACC Control ’96, IEE Conference Publication, No.427/1
Wilson, D.J.H.;Irwin, G.W.; Lightbody, G.; (1996) Fault detection in an overheads condenser using multivariate SPC . In: * eds. Proc. UKACC Control ’96, IEE Conference Publication, No.427/1 *, , 01-JAN-96 - 30-DEC-99 , pp.293-298 [Details]
(1996)Proceeding. IFAC World Congress
O'Reilly, P.; Lightbody, G.; Irwin, G. W.; Kelly, K.; McCormick, J.; (1996) On-Line Neural Inferential Prediction of Viscosity . In: * eds. Proceeding. IFAC World Congress , 01-JAN-96 - 30-DEC-99 , pp.405-410 [Details]
(1996)EURACO Workshop on Robust and Adaptive Control of Integrated Systems, Munich, 1996
Brown, M. D.; Lightbody, G.; Irwin, G. W.; (1996) Local Model Networks for Internal Model Control . In: * eds. EURACO Workshop on Robust and Adaptive Control of Integrated Systems, Munich, 1996 Munich, , 01-JAN-96 - 30-DEC-99 , pp.73-81 [Details]
(1995)Proceedings. EURACO Workshop, Florence, Italy
Lightbody, G.; Irwin, G.; (1995) Adaptive Neural Internal Model Control [B5149] . In: * eds. Proceedings. EURACO Workshop, Florence, Italy Florence, Italy, , 01-JAN-95 - 30-DEC-99 , pp.440-462 [Details]
(1995)IEE Colloquium (Digest)
Irwin, G. W.; Lightbody, G.; O'Reilly, P.; (1995) Experience of Neural Networks for Inferential Estimation in Industrial Process Control . In: * eds. IEE Colloquium (Digest) , 01-JAN-95 - 30-DEC-99 , pp.1/1-1/6 [Details]
(1995)Proceedings of the American Control Conference
Lightbody, G.; Irwin, G. W.; (1995) Novel Neural Internal Model Control Structure . In: * eds. Proceedings of the American Control Conference , 01-JAN-95 - 30-DEC-99 , pp.350-354 [Details]
(1995)Proc. Sensors and Signals III
Hartnett, M., Lightbody, G. and Irwin, G.W. ; (1995) Chemometric techniques in multivariate statistical modelling of process plant Proc. Sensors and Signals III Dublin, Ireland, [Details]
(1994)IEE Colloquium (Digest)
Lightbody, G.; Irwin, G. W.; Taylor, A.; Kelly, K.; McCormick, J.; (1994) Advanced Control of a Polymerisation Reactor . In: * eds. IEE Colloquium (Digest) London, England, , 30-MAR-94 - 30-DEC-99 , pp.7/1-7/3 [Details]
(1994)Proceedings. UKACC Control 94, IEE Conference Publication
Lightbody, G.; Irwin, G.; (1994) Neural Network Modelling of a Polymerisation Reactor . In: * eds. Proceedings. UKACC Control 94, IEE Conference Publication Warwick England, , 01-JAN-94 - 30-DEC-99 , pp.237-242 [Details]
(1994)IEEE International Conference on Neural Networks - Conference Proceeding
Lightbody, G.; Irwin, G. W.; (1994) Neural Model Reference Adaptive Control and Application to a BTT-CLOS Guidance System IEEE International Conference on Neural Networks - Conference Proceeding Orlando Florida, , 01-JAN-94 - 30-DEC-99 , pp.2429-2435 [Details]
(1994)Proceedings Irish Digital Signal Processing and Control Conference
Irwin, G. W.; Lightbody, G.; McLoone, S. F.; (1994) Offline Training of Feedforward Neural Networks . In: * eds. Proceedings Irish Digital Signal Processing and Control Conference , 01-JAN-94 - 30-DEC-99 , pp.37-43 [Details]
(1994)Proceeding. UKACC Control 94, IEE Conference Publication
Lightbody, G.; Irwin, G. W.; (1994) Neural Network Based Auto-Tuned Regulator . In: * eds. Proceeding. UKACC Control 94, IEE Conference Publication Warwick England, , 01-JAN-94 - 30-DEC-99 , pp.961-966 [Details]
(1994)IEE Colloquium (Digest)1994/136
Irwin, G. W.; Lightbody, G.; McLoone, S. F.; (1994) Comparison of Gradient Based Training Algorithms for Mult-Layer Perceptrons . In: * eds. IEE Colloquium (Digest)1994/136 , 01-JAN-94 - 30-DEC-99 , pp.1/1-1/6 [Details]
(1993)IFAC Symposia Series
Lightbody, G.; Irwin, G.; (1993) Neural Network Modeling and Control of a Plant Exhibiting the Jump Phenomena IFAC Symposia Series Delft Holland, , 01-JAN-93 - 30-DEC-99 , pp.37-42 [Details]
(1992)Proceedings 2nd IFAC Algorithms and Architectures for Real Time Control
Lightbody, G.; Irwin, G.; (1992) A Parallel Algorithm for Training Neural Network Based Nonlinear Models Proceedings 2nd IFAC Algorithms and Architectures for Real Time Control , 01-JAN-92 - 30-DEC-99 , pp.99-104 [Details]
(1991)Algorithms and Architectures for Real Time Control, IFAC Workshop Series
Lightbody, G.; Irwin, G.; (1991) Neural Networks for Nonlinear Adaptive Control Algorithms and Architectures for Real Time Control, IFAC Workshop Series Bangor, Wales, , 01-JAN-91 - 30-DEC-99 , pp.1-13 [Details]
(1989)IEE Colloq. On Engineering Applications of Transputers
Maguire, L.P., Irwin, G.W. and Lightbody, G; (1989) Mapping control algorithms onto Transputer arrays IEE Colloq. On Engineering Applications of Transputers [Details]

Abstract

 YearPublication
(2011)CLINICAL VALIDATION OF A NEONATAL SEIZURE DETECTION ALGORITHM.
Low, E,Stevenson, NJ,Temko, A,Lightbody, G,Marnane, WP,Livingstone, V,Mathieson, SR,Ryan, CA,Rennie, JM,Boylan, GB (2011) CLINICAL VALIDATION OF A NEONATAL SEIZURE DETECTION ALGORITHM. Abstract [DOI] [Details]

Other

 YearPublication
(2008)Automated Single Channel Seizure Detection In The Neonate.
Greene, BR, Boylan, GB, Marnane, WP, Lightbody, G, Connolly, S; (2008) Automated Single Channel Seizure Detection In The Neonate. Other [Details]
(2007)The Effect of Frequency Band On Quantitative Eeg Measures In Neonates With Hypoxic-Ischaemic Encephalopathy.
Doyle, OM, Greene, BR, Murray, DM, Marnane, L, Lightbody, G, Boylan, GB; (2007) The Effect of Frequency Band On Quantitative Eeg Measures In Neonates With Hypoxic-Ischaemic Encephalopathy. Other [Details]
(2006)Novel System For Automated Seizure Detection In Newborns.
Faul, S, Boylan, G, Marnane, L, Lightbody, G, Connolly, S; (2006) Novel System For Automated Seizure Detection In Newborns. Other [Details]
(2005)Chaos Theory Analysis of The Newborn Eeg - Is It Worth The Wait?.
Faul, S, Boylan, G, Connolly, S, Marnane, W, Lightbody, G; (2005) Chaos Theory Analysis of The Newborn Eeg - Is It Worth The Wait?. Other [Details]

Professional Activities

Patents

 Patent NumberTitleGranted
PCT/EP2010/0546A Method For The Real-Time Identification of Seizures in an Electroencephalogram (EEG) Signal 14-OCT-10

Teaching Activities

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Electrical and Electronic Engineering

Innealtóireacht Leictreach agus Leictreonach

University College Cork, College Road, Cork, Ireland

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