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Number of items: 208.

2016

Chaurasiaa, Priyanka, Yogarajah, Pratheepan, Condell, Joan, Prasad, Girijesh, McIlhatton, David and Monaghan, Rachel (2016) Countering terrorism, protecting critical national infrastructure and infrastructure assets through the use of novel behavioral biometrics. Behavioral Sciences of Terrorism and Political Aggression, 8 (3). pp. 163-185. [Journal article]

Ding, Xuemei, Wang, HY, Glass, David, Wang, Hui, Clarke, D, Bjourson, AJ, Dowey, Le Roy, O'Kane, M, Prasad, G, Maguire, Liam and Wong-Lin, KongFatt (2016) Dynamic probabilistic causal relationships among biomarkers, lifestyle and cognition in healthy, mild cognitive impairment, and Alzheimer's disease participants. In: 2016 Alzheimer's Research UK Conference, Manchester, UK. ARUK. 1 pp. [Conference contribution]

Gaur, Pramod, Bornot, J. S., Prasad, Girijesh, Wang, H. and Pachori, R. B. (2016) An MEG Based BCI for Classification of Multi-Direction Wrist Movements Using Empirical Mode Decomposition. In: MEG UK 2016, York, UK. University of York. 1 pp. [Conference contribution]

Rathee, Dheeraj, Cecotti, Hubert and Prasad, Girijesh (2016) (Un)Consciousness and Time-Series Complexity A study with spontaneous EEG. In: MEG UK 2016, York, UK. none. 1 pp. [Conference contribution]

Sanchez Bornot, Jose, Wong-Lin, KongFatt and Prasad, G (2016) Functional connectivity analysis with iCOH-based indices and the envelope of the imaginary coherence (EIC) operator: Comparison and validation with simulated data. In: MEG UK 2016, York, UK. -. 1 pp. [Conference contribution]

Youssofzadeh, Vahab, Zanotto, Damiano, Wong-Lin, KongFatt, Agrawal, Sunil and Prasad, Girijesh (2016) Directed Functional Connectivity in Fronto-Centroparietal Circuit Correlates with Motor Adaptation in Gait Training. IEEE Transactions on Neural Systems and Rehabilitation Engineering, - . [Journal article]

2015

Brolly, Lucy, Jalewa, Jaishree, Holscher, Christian, Prasad, G, McGinnity, TM and Wong-Lin, KongFatt (2015) Predicting individual susceptibility to stress, anxiety and depression: Analysis and modelling of motor activity of mice. In: 7th Annual Translational Medicine Conference, Derry/Londonderry. -. 1 pp. [Conference contribution]

Cecotti, Hubert and Prasad, Girijesh (2015) Single-trial detection of realistic images with magnetoencephalography. In: IJCNN 2015, Killarney, IR. IEEE. 6 pp. [Conference contribution]

Chaurasia, Priyanka, Yogarajah, Pratheepan, Condell, Joan, Prasad, Girijesh, McIlhatton, David and Monaghan, Rachel (2015) Biometrics and counter-terrorism: the case of gait recognition. Behavioral Sciences of Terrorism and Political Aggression, 7 (3). pp. 210-226. [Journal article]

Chowdhury, Anirban, Raza, Haider, Dutta, Ashish, Nishad, S. S., Saxena, Anupam and Prasad, Girijesh (2015) A Study on Cortico-muscular Coupling in Finger Motions for Exoskeleton Assisted Neuro-Rehabilitation. In: 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Milan, Italy.. IEEE. 5 pp. [Conference contribution]

Chowdhury, Anirban, Raza, Haider, Dutta, Ashish and Prasad, Girijesh (2015) Cortico-Muscular-Coupling based Single-Trial Detection in EEG-EMG based BCI for Personalized Neuro-Rehabilitation of Stroke Patients. In: 7th Annual Translational Medicine Conference (TMED7), Derry~Londonderry. C-TRIC. 1 pp. [Conference contribution]

Ding, Xuemei, Wang, Haiying, Glass, DH, Wang, Hui, Prasad, G, Maguire, Liam, Clarke, Dave and Wong-Lin, KongFatt (2015) Data analytics and predictive modelling of Alzheimer's disease data: A Bayesian network modelling approach. In: 7th Annual Translational Medicine Conference, Derry/Londonderry. -. 1 pp. [Conference contribution]

Gandhi, Vaibhav, Prasad, G, Coyle, DH, Behera, Laxmidhar and McGinnity, TM (2015) Evaluating Quantum Neural Network filtered motor imagery brain-computer interface using multiple classification techniques. Neurocomputing, 170 . pp. 161-167. [Journal article]

Gaur, Pramod, Pachori, R. B., Wang, Hui and Prasad, Girijesh (2015) An empirical mode decomposition based filtering method for classification of motor-imagery EEG signals for enhancing brain-computer interface. In: 2015 International Joint Conference on Neural Networks (IJCNN), Killarne, Ireland.. IEEE. 7 pp. [Conference contribution]

Joshi, Alok, McGinnity, TM, Prasad, G and Wong-Lin, KongFatt (2015) Computational modelling of serotonin and orexin/hypocretin mediated GIRK and TRP-like currents. In: British Neuroscience Association 2015: Festival of Neuroscience, Edinburgh. British Neuroscience Association. 1 pp. [Conference contribution]

Meena, Yogesh, Cecotti, Hubert, Wong-Lin, KongFatt and Prasad, Girijesh (2015) Towards increasing the number of commands in a hybrid brain computer-interface with combination of gaze and motor imagery. In: 37nd International IEEE Conference of the Engineering in Medicine and Biology Society, Milan, Italy. IEEE. 4 pp. [Conference contribution]

Meena, Yogesh, Prasad, G, Wong-Lin, KongFatt and Cecotti, Hubert (2015) Powered wheelchair control with a multimodal interface using an eye-tracking and a soft-switch. In: 7th Annual Translational Medicine Conference, Derry/Londonderry. -. 1 pp. [Conference contribution]

Meena, Yogesh, Prasad, Girijesh, Cecotti, Hubert and Wong-Lin, KongFatt (2015) Simultaneous gaze and motor imagery hybrid BCI increases single-trial detection performance: a compatible incompatible study. In: 9th IEEE-EMBS INTERNATIONAL SUMMER SCHOOL ON BIOMEDICAL SIGNAL PROCESSING, Pavia, Italy. IEEE EMBS. 1 pp. [Conference contribution]

Raza, Haider, Cecotti, Hubert, Li, Yuhua and Prasad, Girijesh (2015) Learning with Covariate Shift-Detection and Adaptation in Non-Stationary Environments: Application to Brain-Computer Interface. In: IJCNN 2015, Killarney, IR. IEEE. 8 pp. [Conference contribution]

Raza, Haider, Cecotti, Hubert and Prasad, Girijesh (2015) Optimising Frequency Band Selection with Forward-Addition and Backward-Elimination Algorithms in EEG-based Brain-Computer Interfaces. In: IJCNN 2015, Killarney, IR. IEEE. 7 pp. [Conference contribution]

Raza, Haider, Prasad, G and Li, Yuhua (2015) EWMA Model based Shift-Detection Methods for Detecting Covariate Shifts in Non-Stationary Environments. Pattern Recognition, 48 (3). pp. 659-669. [Journal article]

Raza, Haider, Cecotti, Hubert, Li, Y and Prasad, Girijesh (2015) Adaptive learning with covariate shift-detection for motor imagery-based brain–computer interface. Soft Computing, 19 . [Journal article]

Sanchez Bornot, Jose, Wong-Lin, KongFatt and Prasad, G (2015) Comparison of functional connectivity methods on the MEG sensor space based on semi-realistic simulations and a resting-state Alzheimer's database. In: 7th Annual Translational Medicine Conference, Derry/Londonderry. -. 1 pp. [Conference contribution]

Singh, Jai Vardhan and Prasad, Girijesh (2015) Enhancing an Eye-Tracker based Human-Computer Interface with Multi-modal Accessibility Applied for Text Entry. International Journal of Computer Applications, 130 (16). pp. 16-22. [Journal article]

Vance, Philip, Prasad, Girijesh, Harkin, Jim and Curran, K (2015) Designing a Compact Wireless Network based Device-free Passive Localisation System for Indoor Environments. International Journal of Wireless Networks and Broadband Technologies, 4 (2). [Journal article]

Yogarajah, Pratheepan, Chaurasia, Priyanka, Condell, Joan and Prasad, Girijesh (2015) Enhancing gait based person identification using joint sparsity model and ℓ1-norm minimization. Information Sciences, 308 . [Journal article]

Youssofzadeh, Vahab, Fagan, Andrew, Reilly, Richard, Prasad, G and Wong-Lin, KongFatt (2015) Using effective connectivity analysis of combined EEG-fMRI data to detect signal propagation in the human visual pathways. In: British Neuroscience Association 2015: Festival of Neuroscience, Edinburgh. British Neuroscience Association. 1 pp. [Conference contribution]

Youssofzadeh, Vahab, Prasad, G, Fagan, Andrew J., Reilly, Richard B., Martens, Sven, Meaney, James F. and Wong-Lin, KongFatt (2015) Signal Propagation in the Human Visual Pathways: An Effective Connectivity Analysis. The Journal of Neuroscience, 35 (39). pp. 13501-13510. [Journal article]

Youssofzadeh, Vahab, Prasad, G, Naeem, Muhammad and Wong-Lin, KongFatt (2015) Temporal information of directed causal connectivity in multi-trial ERP data using partial Granger causality. Neuroinformatics, - . [Journal article]

Youssofzadeh, Vahab, Prasad, G and Wong-Lin, KongFatt (2015) Extending partial Granger causality to detect brain connectivity changes over time. In: MEG UK 2015, Aston University, Birmingham, UK. -. 1 pp. [Conference contribution]

Youssofzadeh, Vahab, Prasad, G and Wong-Lin, KongFatt (2015) On self-feedback connectivity in neural mass models applied to event-related potentials. NeuroImage, 1 . [Journal article]

Youssofzadeh, Vahab, Zanotto, Damiano, Wong-Lin, KongFatt, Agrawal, Sunil K. and Prasad, G (2015) Stratifying robot-assisted gait training based on functional brain connectivity analysis. In: 7th Annual Translational Medicine Conference, Derry/Londonderry. -. 1 pp. [Conference contribution]

2014

Gandhi, V, Prasad, G, Coyle, DH, Behera, Laxmidhar and McGinnity, TM (2014) EEG based mobile robot control through an adaptive brain-robot interface. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 44 (9). pp. 1278-1285. [Journal article]

Gandhi, Vaibhav, Prasad, G, Coyle, Damien, Behera, Laxmidhar and McGinnity, TM (2014) Quantum Neural Network-Based EEG Filtering for a Brain–Computer Interface. IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 25 (2). pp. 278-288. [Journal article]

Haider, Raza, Prasad, Girijesh, Li, Yuhua and Cecotti, Hubert (2014) Covariate Shift-Adaptation Using a Transductive Learning Model for Handling Non-Stationarity in EEG based Brain-Computer Interfaces. In: IEEE International Conference on Bioinformatics and Biomedicine, Belfast. IEEE. 7 pp. [Conference contribution]

Jalewa, Jaishree, Joshi, Alok, McGinnity, TM, Prasad, G, Wong-Lin, KongFatt and Holscher, Christian (2014) Neural Circuit Interactions between the Dorsal Raphe Nucleus and the Lateral Hypothalamus: An Experimental and Computational Study. PLoS ONE, 9 (2). e88003. [Journal article]

Jalewa, Jaishree, Wong-Lin, KongFatt, McGinnity, TM, Prasad, G and Holscher, C (2014) Increased number of orexin/hypocretin neurons with high and prolonged external stress-induced depression. Behavioural Brain Research, pii: S0166-4328(14)00331-3 . [Journal article]

McCreadie, Karl, Coyle, Damien and Prasad, Girijesh (2014) Is Sensorimotor BCI Performance Influenced Differently by Mono, Stereo, or 3-D Auditory Feedback? IEEE Transactions on Neural Systems and Rehabilitation Engineering, 22 (3). pp. 431-440. [Journal article]

O'Doherty, Darren, Meena, Yogesh Kumar, Raza, Haider, Cecotti, Hubert and Prasad, Girijesh (2014) Exploring Gaze-Motor Imagery Hybrid Brain-Computer Interface design. In: IEEE International Conference on Bioinformatics and Biomedicine, Belfast. IEEE. 5 pp. [Conference contribution]

Raza, Haider, Prasad, G and Li, Yuhua (2014) Adaptive Learning with Covariate Shift-Detection for Non-Stationary Environments. In: 2014 14th UK Workshop on Computational Intelligence (UKCI), Bradford, UK. IEEE. 8 pp. [Conference contribution]

Raza, Haider, Prasad, Girijesh, Li, Yuhua and Cecotti, Hubert (2014) Covariate Shift-Adaptation Using a Transductive Learning Model for Handling Non-Stationarity in EEG based Brain-Computer Interfaces. In: IEEE International Conference on Bioinformatics and Biomedicine, Belfast. IEEE. 7 pp. [Conference contribution]

Raza, Haider, Prasad, Girijesh, Li, Yuhua and Cecotti, Hubert (2014) Toward Transductive Learning Classifiers for Non-Stationary EEG. In: 36nd International IEEE Conference of the Engineering in Medicine and Biology Society, Chicago, USA. IEEE. 1 pp. [Conference contribution]

Youssofzadeh, Vahab, Prasad, G and Wong-Lin, KongFatt (2014) Computational techniques to study abnormal brain connectivity and dynamics in schizophrenia. In: Eleventh Annual Mental Health Conference, University of Ulster, Magee campus, Londonderry, UK. . 1 pp. [Conference contribution]

Youssofzadeh, Vahab, Wong-Lin, KongFatt, Prasad, G and Naeem, M (2014) Comparing recurrent neural mass models for event related potentials. In: 3rd International Conference on Neural Field Theory - From Modelling to Data Assimilation, University of Reading, UK. -. 1 pp. [Conference contribution]

Youssofzadeh, Vahab, Zanotto, Damiano, Stegall, Paul, Naeem, Muhammad, Wong-Lin, KongFatt, Agrawal, Sunil and Prasad, G (2014) Directed neural connectivity changes in robot-assisted gait training: A partial Granger causality analysis. In: 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Sheraton Chicago Hotel and Towers, Chicago, Illinois, USA. IEEE. 4 pp. [Conference contribution]

Youssofzadeh, Vahab, Zanotto, Damiano, Stegall, Paul, Naeem, Muhammad, Wong-Lin, KongFatt, Agrawal, Sunil and Prasad, G (2014) Towards stratifying rehabilitation of stroke patients through measuring causal brain connectivity. In: 6th Annual Translational Medicine (TMED6) Conference, City Hotel, Derry/Londonderry, N. Ireland, UK. C-TRIC Clinical Translational Research and Innovation Centre. 1 pp. [Conference contribution]

2013

Gandhi, V, Prasad, G, McGinnity, TM, Coyle, D and Behera, L (2013) Intelligent Adaptive User Interfaces for BCI Based Robotic Control. In: Proceedings of the Fifth International Brain-Computer Interface Meeting. Graz University of Technology Publishing House. 2 pp. [Conference contribution]

Garg, Gaurav, Prasad, G and Coyle, Damien (2013) Gaussian Mixture Model-based noise reduction in resting state fMRI data. Journal of Neuroscience Methods, 215 (1). pp. 71-77. [Journal article]

Joshi, Alok, Jalewa, Jaishree, McGinnity, TM, Prasad, G, Holscher, Christian and Wong-Lin, KongFatt (2013) Neural circuit architecture and dynamics of the serotonin-orexin/hypocretin system. In: Society for Neuroscience Annual Meeting 2013, San Diego, California, USA. Society for Neuroscience. 1 pp. [Conference contribution]

Joshi, Alok, McGinnity, TM, Prasad, G and Wong-Lin, KongFatt (2013) An approach for in silico modelling of neuromodulation of large-scale brain circuits: application in neuropharmacology. In: 35th All-Ireland Schools of Pharmacy Conference, University of Ulster, Belfast Campus, UK. . 1 pp. [Conference contribution]

McCreadie, K, Coyle, Damien and Prasad, G (2013) Motor Imagery BCI Feedback Presented as a 3D VBAP Auditory Asteroids Game. In: Proceedings of the Fifth International Brain-Computer Interface Meeting. Graz University of Technology Publishing House. 2 pp. [Conference contribution]

McCreadie, Karl, Coyle, DH and Prasad, G (2013) Auditory brain-computer interfacing for successful ageing. In: 5th Annual Translational Medicine Conference, Derry. TMED. 1 pp. [Conference contribution]

McCreadie, Karl A., Coyle, DH and Prasad, G (2013) Sensorimotor learning with stereo auditory feedback for a brain–computer interface. Medical & Biological Engineering & Computing, 51 (3). pp. 285-293. [Journal article]

Raza, Haider, Prasad, G and Li, Yuhua (2013) Dataset Shift Detection in Non-stationary Environments Using EWMA Charts. In: IEEE International Conference on Systems, Man, and Cybernetics, Manchester, UK.. IEEE. 6 pp. [Conference contribution]

Raza, Haider, Prasad, Girijesh and Li, Yuhua (2013) EWMA Based Two-Stage Dataset Shift-Detection in Non-stationary Environments. In: Artificial Intelligence Applications and Innovations. (Eds: Papadopoulos, Harris, Andreou, Andreas. S., IIiadis, Lazaros and Maglogiannis, IIias), Springer, London, pp. 625-635. ISBN 978-3-642-41141-0 [Book section]

Sinha, R. K. and Prasad, G (2013) Psychophysiology and Autonomic Responses Perspective for Advancing Hybrid Brain-Computer Interface Systems. Journal of Clinical Engineering, 38 (4). pp. 196-209. [Journal article]

Youssofzadeh, Vahab, Prasad, G, Naeem, Muhammad and Wong-Lin, KongFatt (2013) Partial Granger causality analysis for brain connectivity based on event related potentials. In: 6th INCF Congress of Neuroinformatics 2013, Karolinska Institutet, Stockholm, Sweden. Frontiers. 1 pp. [Conference contribution]

2012

Gandhi, V, Prasad, G, Coyle, DH, Behera, Laxmidhar and McGinnity, TM (2012) EEG filtering with Quantum Neural Networks for a Brain-Computer Interface. In: Royal Academy of Engineering Young Researchers Futures Meeting on Neural Engineering, Warwick. University of Warwick. 1 pp. [Conference contribution]

Jalewa, Jaishree, Joshi, Alok, Wong-Lin, KongFatt, McGinnity, TM, Prasad, G and Holscher, Christian (2012) Neural circuit interactions between the dorsal raphe nucleus and the lateral hypothalamus in control and depressed mice. In: 2nd UK NI Neuroinformatics Node Congress, University of Edinburgh. INCF. 1 pp. [Conference contribution]

McCreadie, Karl, Coyle, DH and Prasad, G (2012) Learning to Modulate Sensorimotor Rhythms with Stereo Auditory Feedback for a Brain-Computer Interface. In: 34th Annual International Conference of the IEEE EMBS, San Diego. IEEE. 4 pp. [Conference contribution]

McCreadie, Karl, Coyle, DH and Prasad, G (2012) Sensorimotor-rhythm Modulation Feedback with 3D Vector-base Amplitude Panning – A Brain-Computer Interface Pilot Study. In: Irish Signals and Systems Conference 2012. IET. 6 pp. [Conference contribution]

Naeem, Muhammad, Prasad, Girijesh, Watson, David R and Kelso, J. A. Scott (2012) Electrophysiological Signatures of Intentional Social Coordination in the 10-12 Hz Range. NeuroImage, 59 (2). pp. 1795-1803. [Journal article]

Naeem, Muhammad, McGinnity, TM, Watson, David, Wong-Lin, KongFatt, Prasad, G and Kelso, J.A. Scott (2012) Mutual information differentiates modes of dyadic social interaction in dual brain recordings. In: Society for Neuroscience Annual Meeting 2012, New Orleans, Loiusiana, USA. Society for Neuroscience. 1 pp. [Conference contribution]

Naeem, Muhammad, Prasad, G, Watson, David and Kelso, JAS (2012) Functional dissociation of brain rhythms in social coordination. Clinical Neurophysiology, 123 (9). pp. 1789-1797. [Journal article]

Naeem, Muhammad, Watson, David, McGinnity, TM, Prasad, G, Wong-Lin, KongFatt and Kelso, JAS (2012) Changes of brain connectivity in social interaction tasks. In: 2012 International Joint Conference on Neural Networks, Brisbane, Australia. IEEE. 1 pp. [Conference contribution]

Naeem, Muhammad, McGinnity, TM, Watson, David, Wong-Lin, KongFatt, Prasad, G and Kelso, JAS (2012) Inter-brain mutual information in social interaction tasks. In: 2nd International Workshop on Pattern Recognition in NeuroImaging (PRNI 2012), University College London, London, UK. IEEE. 4 pp. [Conference contribution]

Patchaikani, Prem Kumar, Behera, Laxmidhar and Prasad, Girijesh (2012) A Single Network Adaptive Critic based Redundancy Resolution Scheme for Robot Manipulators. IEEE Transactions on Industrial Electronics, 59 (8). pp. 3241-3253. [Journal article]

Wong-Lin, KongFatt, Joshi, Alok, Prasad, Girijesh and McGinnity, Martin (2012) Network properties of a computational model of the dorsal raphe nucleus. Neural Networks, 32 . pp. 15-25. [Journal article]

2011

Prasad, G, ed. (2011) 2011 UKIERI Workshop on Fusion of Brain-Computer Interface and Assistive Robotics. University of Ulster, Magee Campus, Derry~Londonderry. 40 pp. University of Ulster. ISBN 2041-6407 [Book (edited)]

Coyle, DH, Prasad, G and McGinnity, TM (2011) A Self-Organising Fuzzy Neural Network with Locally Recurrent Self-Adaptive Synapses. In: IEEE Symposium Series on Computational Intelligence (SSCI 2011), Paris, France. IEEE. 8 pp. [Conference contribution]

Gandhi, V , Arora, V, Behera, Laxmidhar, Prasad, G, Coyle, DH and McGinnity, TM (2011) EEG denoising with a recurrent quantum neural network for a brain-computer interface. In: The 2011 International Joint Conference on Neural Networks, San Jose, CA. IEEE. 8 pp. [Conference contribution]

Gandhi, Vaibhav, Prasad, G, Coyle, DH, Behera, Laxmidhar and McGinnity, TM (2011) An Intelligent Adaptive User Interface (iAUI) for enhancing the communication in a brain-Computer Interface (BCI). In: 2011 International UKIERI Workshop on the Fusion of Brain-Computer Interface and Assistive Robotics, Derry~Londonderry.. University of Ulster. 1 pp. [Conference contribution]

Gandhi, V, Arora, V, Behera, Laxmidhar, Prasad, G, Coyle, DH and McGinnity, TM (2011) A RECURRENT QUANTUM NEURAL NETWORK MODEL ENHANCES THE EEG SIGNAL FOR AN IMPROVED BRAIN-COMPUTER INTERFACE. In: Assisted Living 6 April 2011 IET London: Savoy Place, UK. IET. 6 pp. [Conference contribution]

Gandhi, V, Behera, Laxmidhar, Prasad, G, Coyle, DH and McGinnity, TM (2011) Recurrent Quantum Neural Network filters EEG signal for an improved Brain-Computer Interface. In: 3rd European Conference on Technically Assisted Rehabilitation (TAR 2011) March 17 - 18, 2011 in Berlin. 3rd European Conference on Technically Assisted Rehabilitation (TAR 2011). 4 pp. [Conference contribution]

Garg, G, Prasad, G, Garg, L and Coyle, DH (2011) Gaussian Mixture Models for Brain Activation Detection from fMRI Data. In: Symp. on Noninvasive Functional Source Imaging of the Brain & Heart and the 8th Intl. Conference on Bioelectromagnetism (NFSI & ICBEM 2011), Banff, Canada. NFSI & ICBEM 2011. 6 pp. [Conference contribution]

George, KT, Satti, A and Prasad, G (2011) Accurate Link Selection for Web Browsing using Eye Tracker. In: 2011 International UKIERI Workshop on the Fusion of Brain-Computer Interface and Assistive Robotics, Derry~Londonderry.. University of Ulster. 1 pp. [Conference contribution]

Joshi, Alok, Wong-Lin, KongFatt, McGinnity, Martin and Prasad, Girijesh (2011) How are circadian rhythms of orexin and serotonin affected by the dorsal raphe nucleus and lateral hypothalamus area interactions? In: 4th INCF Congress of Neuroinformatics 2011, Boston, MA, USA. Frontiers (in Neuroscience). 1 pp. [Conference contribution]

Joshi, Alok, Wong-Lin, Kongfatt, McGinnity, TM and Prasad, G (2011) A Mathematical Model to Explore the Interdependence Between the Serotonin and Orexin/Hypocretin Systems. In: 33rd Annual International Conference of the IEEE EMBC Boston, Massachusetts, Boston, MA, USA. IEEE. 4 pp. [Conference contribution]

McCreadie, K, Coyle, DH and Prasad, G (2011) Motor Imagery Learning using a Brain-Computer Interface with Auditory Feedback. In: 2011 International UKIERI Workshop on Fusion of Brain-Computer Interface and Assistive Robotics, Londonderry. University of Ulster. 1 pp. [Conference contribution]

Naeem, M, Watson, D, Prasad, G and Kelso, JAS (2011) Influence of social coordination context on EEG mu suppression in normal subjects. In: The British Neuroscience Association Meeting, 2011, Yorkshire, U.K. British Neuroscience Association Meeting. 1 pp. [Conference contribution]

Patchaikani, PK, Behera, Laxmidhar and Prasad, G (2011) Adaptive Critic based Redundancy Resolution scheme for Vision based Robot Manipulation. In: 2011 International UKIERI Workshop on the Fusion of Brain-Computer Interface and Assistive Robotics, Derry~Londonderry.. University of Ulster. 1 pp. [Conference contribution]

Patchaikani, Prem, Behera, Laxmidhar and Prasad, G (2011) A Single Network Adaptive Critic based Redundancy Resolution Scheme for Robot Manipulators. IEEE Transactions on Industrial Electronics13 pp, DOI: 10.1109/TIE.2011.2143372 [Internet publication]

Prabhu, Vijit and Prasad, G (2011) A Virtual Keyboard with Multi Modal Access for people with disabilities. In: 2011 International UKIERI Workshop on the Fusion of Brain-Computer Interface and Assistive Robotics, University of Ulster, Magee Campus, Derry~Londonderry. University of Ulster. 1 pp. [Conference contribution]

Prabhu, Vijit and Prasad, G (2011) Designing a Virtual Keyboard with Multi-Modal Access for People with Disabilities. In: 2011 World Congress on Information and Communication Technologies, Mumbai, India.. IEEE. 6 pp. [Conference contribution]

Prasad, G (2011) Advancing Motor Imagery based BCI and its Applications. In: 2011 International UKIERI Workshop on the Fusion of Brain-Computer Interface and Assistive Robotics, Derry~Londonderry.. University of Ulster. 2 pp. [Conference contribution]

Satti, A, Coyle, DH and Prasad, G (2011) Self-paced Brain-controlled Wheelchair Methodology with Shared and Automated Assistive Control. In: IEEE Symposium Series on Computational Intelligence (SSCI 2011), Paris, France. IEEE. 8 pp. [Conference contribution]

Shahid, Shahjahan and Prasad, G (2011) Bispectrum-based feature extraction technique for devising a practical brain-computer interface. Journal of Neural Engineering, 8 (2). pp. 1-12. [Journal article]

Shahid, Shahjahan, Prasad, G and Sinha, R. K. (2011) On fusion of heart and brain signals for hybrid BCI. In: 5th Int. IEEE EMBS Conference on Neural Engineering, Cancun, Mexico. IEEE. 5 pp. [Conference contribution]

Vance, PJ, Prasad, G, Harkin, JG and Curran, K (2011) A WIRELESS APPROACH TO DEVICE-FREE LOCALISATION (DFL) FOR INDOOR ENVIRONMENTS. In: Assisted Living 6 April 2011 IET London: Savoy Place, UK. IET. 6 pp. [Conference contribution]

Watson, D, Naeem, M, Prasad, G and Kelso, JAS (2011) Differential effects of motor coordination context on EEG alpha/mu sub band modulation. In: The British Neuroscience Association Meeting, 2011, Yorkshire, U.K. British Neuroscience Association. 1 pp. [Conference contribution]

Watson, David, Naeem, Muhammad, Prasad, G and Kelso, JAS (2011) Differential effects of motor coordination context on EEG alpha/mu sub band modulation. In: British Neuroscience Association Meeting, 2011, Yorkshire, UK.. British Neuroscience Association. 1 pp. [Conference contribution]

Wong-Lin, KongFatt, Prasad, Girijesh and McGinnity, Martin (2011) A spiking neuronal network model of the dorsal raphe nucleus. In: In Proceedings of 2011 IEEE International Joint Conference on Neural Networks (IJCNN 2011), San Jose, CA, USA. Elsevier. 8 pp. [Conference contribution]

Yogarajah, P, Condell, Joan and Prasad, G (2011) Analysis of Most Important Parts for Silhouette-Based Gait Recognition. In: 2011 Irish Machine Vision and Image Processing Conference, Dublin, Ireland.. IEEE. 2 pp. [Conference contribution]

Yogarajah, P, Condell, Joan and Prasad, G (2011) PRWGEI: Poisson random walk based gait recognition. In: 2011 7th International Symposium on Image and Signal Processing and Analysis (ISPA),, Dubrovnik. IEEE. 6 pp. [Conference contribution]

garg, gaurav, Prasad, G, Garg, Lalit and Coyle, DH (2011) Gaussian Mixture Models for Brain Activation Detection from fMRI Data. International Journal of Bioelectromagnetism, 13 (4). pp. 255-260. [Journal article]

2010

Browne, Alan, McGinnity, TM, Prasad, G and Condell, Joan (2010) FPGA Based High Accuracy Optical Flow Algorithm. In: ISSC 2010, UCC, Cork, June 23–24. IET. 6 pp. [Conference contribution]

Coyle, DH, Prasad, G and McGinnity, TM (2010) Faster Self-Organizing Fuzzy Neural Network Training and Improved Autonomy withTime-Delayed Synapses for Locally Recurrent Learning. In: System and Circuit Design for Biologically-Inspired Intelligent Learning. Medical Information Science Reference (an imprint of IGI Global), pp. 156-183. ISBN ISBN 978-1-60960-018-1 (hardcover) [Book section]

Coyle, Damien, McGinnity, TM and Prasad, G (2010) Improving the separability of multiple EEG features for a BCI by neural-time-series-prediction-preprocessing. Biomedical Signal Processing and Control, 5 (3). pp. 196-204. [Journal article]

Coyle, Damien, Prasad, G and McGinnity, TM (2010) On utilizing self-organizing fuzzy neural networks for financial forecasts in the NN5 forecasting competition. In: the International Joint Conference on Neural Networks. IEEE. 8 pp. [Conference contribution]

Johnston, Simon P, Prasad, G, Maguire, Liam and McGinnity, TM (2010) An FPGA Hardware/Software Co-Design Towards Evolvable Spiking Neural Networks for Robotics Applications. International Journal of Neural Systems, 20 (6). pp. 447-461. [Journal article]

Joshi, A, McGinnity, TM and Prasad, G (2010) Computational Modelling of Depression: A Symptom Oriented Approach. In: 2nd annual Translational Medicine Conference, April 2010, Derry.. C-TRIC Derry.. 1 pp. [Conference contribution]

Joshi, A, McGinnity, TM and Prasad, G (2010) MULTI-SCALE COMPUTATIONAL MODELING OF ASPECTS OF DEPRESSION: A REVIEW. In: Neuroscience Ireland Annual Conference 2nd–3rd September 2010. SpringerLink. 1 pp. [Conference contribution]

Joshi, A, McGinnity, TM, Prasad, G and Sinha, RK (2010) Computational Modelling of Depression. In: NCF UK Node Congress on Analysing and modelling neural systems in health and disease . NCF UK Node. 1 pp. [Conference contribution]

Naeem, Muhammad, Watson, David and Prasad, G (2010) Independent spatial patterns: an integration of common spatial patterns with independent component analysis for multi- class discrimination in EEG based brain-computer interfaces. BMC Neuroscience, 11 . p. 88. [Journal article]

Prasad, G, Herman, P, Coyle, DH, McDonough, S M and Crosbie, Jacqueline (2010) Applying a Brain-Computer Interface to Support Post Stroke Rehabilitation: A Feasibility Study. In: 2nd annual Translational Medicine Conference , April 2010, Derry. C-TRIC Derry. 1 pp. [Conference contribution]

Prasad, G, Herman, P, Coyle, DH, McDonough, Suzanne and Crosbie, Jacqueline (2010) Applying a brain-computer interface to support motor imagery practice in people with stroke for upper limb recovery: A feasibility study. Journal of Neuroengineering and Rehabilitation, 7 (60). pp. 1-17. [Journal article]

Prasad, Girijesh, Leng, Gang, McGinnity, TM and Coyle, Damien (2010) On-line Identification of Self-organizing Fuzzy Neural Networks for Modelling Time-varying Complex Systems. In: Evolving Intelligent Systems: Methodology and Applications, IEEE Press Series on Computational Intelligence. (Eds: Angelov , Plamen , Filev , Dimitar and Kasabov, Nik), John Wiley & Sons, pp. 256-296. ISBN 0-470-28719-5 [Book section]

Satti, Abdul, Guan, Cuntai, Coyle, DH and Prasad, G (2010) A Covariate Shift Minimisation Method to Alleviate Non-stationarity Effects for an Adaptive Brain-Computer Interface. In: 20th International Conference Pattern Recognition. IEEE. 4 pp. [Conference contribution]

Shahid, Shahjahan, Sinha, R. K. and Prasad, G (2010) Mu and beta rhythm modulations in motor imagery related post-stroke EEG: a study under BCI framework for post-stroke rehabilitation. BMC Neuroscience, 11 . p. 127. [Journal article]

Shahid, Shahjahan, Sinha, RK and Prasad, G (2010) A BISPECTRUM APPROACH TO FEATURE EXTRACTION FOR A MOTOR IMAGERY BASED BRAIN-COMPUTER INTERFACING SYSTEM. In: 18th European Signal Processing Conf. (EUSIPCO-2010), Aalborg, Denmark. EURASIP. 5 pp. [Conference contribution]

Shahid, Shahjahan, Sinha, RK and Prasad, G (2010) A Bispectrum based feature extraction technique for devising a practical Brain-Computer Interfacing system. In: Fourth International BCI Meeting Asilomar, California May 31 - June 4, 2010. Fourth International BCI Meeting Asilomar, California May 31 - June 4, 2010. 2 pp. [Conference contribution]

Vance, Philip, Prasad, G, Harkin, JG and Curran, K (2010) Analysis of Device-free Localisation (DFL) Techniques for Indoor Environments. In: ISSC 2010, UCC, June 23-24. IET. 6 pp. [Conference contribution]

Yogarajah, Pratheepan, Condell, Joan and Prasad, Girijesh (2010) Individual Identification from Video based on "Behavioural Biometrics". In: (Chapter IV) in Behavioral Biometrics for Human Identification: Intelligent Applications. IGI Global - Premier Reference Source - Medical Information Science Reference (imprint of IGI Global), pp. 75-100. ISBN 978-1-60566-725-6 [Book section]

2009

Coyle, Damien, Prasad, Girijesh and McGinnity, Martin (2009) Faster Self-Organizing Fuzzy Neural Network Training and a Hyperparameter Analysis for a Brain-Computer Interface. IEEE TRANSACTIONS ON SYSTEMS, MAN, AND CYBERNETICS—PART B: CYBERNETICS, 39 (6). pp. 1458-1471. [Journal article]

Gandhi, V, Coyle, DH, Prasad, G, Bharti, C, Behera, Laxmidhar and McGinnity, TM (2009) Interfacing a dynamic Interface Paradigm for Multiple Target Selection Using a Two Class Brain Computer Interface. In: Indo - US Workshop on System of Systems Engineering, 26-28 October, 2009, IIT Kanpur. IIT Kanpur. 1 pp. [Conference contribution]

Gandhi, V., Prasad, G, Coyle, D, Behera, Laxmidhar and McGinnity, TM (2009) A Novel Paradigm for Multiple Target Selection Using a two class Brain Computer Interface. In: 2009 Irish Signals and Systems Conference, Dublin. IET. 6 pp. [Conference contribution]

P, Prem Kumar, Behera, Laxmidhar and Prasad, G (2009) Adaptive Critic based Redundancy Resolution scheme for Robot Manipulators. In: 2009 IEEE International Conference on Systems, Man and Cybernetics . IEEE. 6 pp. [Conference contribution]

P, Prem Kumar, Behera, Laxmidhar, Siddique, NH and Prasad, G (2009) A T-S fuzzy based adaptive critic for continuous-time input affine nonlinear systems. In: 2009 IEEE International Conference on Systems, Man and Cybernetics, San Antonio, USA. IEEE. 6 pp. [Conference contribution]

Prasad, G, Herman, P, Coyle, DH, McDonough, S M and Crosbie, J.H. (2009) Using motor imagery based brain-computer interface for post-stroke rehabilitation. In: 2009. NER '09. 4th International IEEE/EMBS Conference on Neural Engineering, Antalya, Turkey. IEEE. 5 pp. [Conference contribution]

Prasad, G, Herman, P, McDonough, S M and Crosbie, Jacqueline (2009) A Feasibility Study of a on-Invasive Brain-Computer Interface for Post-stroke Rehabilitation. In: Intel European Research and Innovation Conference 8 -10th of September 2009. INTEL. 1 pp. [Conference contribution]

Satti, A. R., Coyle, D and Prasad, G (2009) Spatio-spectral & temporal parameter searching using class correlation analysis and particle swarm optimization for a brain computer interface. In: 2009 IEEE International Conference on Systems, Man and Cybernetics, San Antonio, USA. IEEE. 6 pp. [Conference contribution]

Satti, A.R., Coyle, D and Prasad, G (2009) Continuous EEG Classification for a Self-paced BCI. In: 2009. NER '09. 4th International IEEE/EMBS Conference on Neural Engineering,. IEEE. 4 pp. [Conference contribution]

Wu, Q, McGinnity, TM, Prasad, G and Bell, David (2009) Knowledge Discovery in Databases with Diversity of Data Types. In: Encyclopedia of Data Warehousing and Mining. (Eds: Wang, John), IGI Online Bookstore, Information Science Reference, pp. 1-15. ISBN 978-1-60566-010-3 [Book section]

Yogarajah, Pratheepan, Condell, JV and Prasad, G (2009) Individual Identification Using Gait Sequences under Different Covariate Factors. In: 7th International Conference on Computer Vision Systems (ICVS), 2009, Liege, Belgium. Springer Berlin / Heidelberg. Vol 5815/2009 10 pp. [Conference contribution]

Yogarajah, Pratheepan, Condell, J and Prasad, Girijesh (2009) The use of Dynamic and Static Characteristics of Gait for Individual Identification. In: The 2009 13th Irish Machine Vision and Image Processing Conference (IMVIP 2009), Dublin, Ireland. IEEE. 6 pp. [Conference contribution]

Yogarajah, Pratheepan, Condell, JV and Prasad, G (2009) Individual Identification from Video Based on “Behavioural Biometrics”. In: Behavioral Biometrics for Human Identification: Intelligent Applications. (Eds: Wang, Liang and Geng, Xin), IGI Online Bookstore, Medical Information Science Reference, pp. 75-101. ISBN 978-1-60566-725-6 [Book section]

2008

Browne, T, Condell, J, Prasad, G and McGinnity, TM (2008) An Investigation into Optical Flow Computation on FPGA Hardware. In: The 2008 International Machine Vision and Image Processing Conference 2008 (IMVIP 2008), University of Ulster, Coleraine, Northern Ireland. IEEE Computer Society Press,. 6 pp. [Conference contribution]

Coyle, DH, Prasad, G and McGinnity, TM (2008) A multi-class brain-computer interface with SOFNN-based prediction preprocessing. In: IEEE World Congress on Computational Intelligence, Hong Kong, China. UNSPECIFIED. 8 pp. [Conference contribution]

Coyle, DH, Satti, A, Prasad, G and McGinnity, TM (2008) Neural times-series prediction preprocessing meets common spatial patterns in a brain-computer interface. In: the 30th International IEEE Engineering in Medicine and Biology Conference, Vancouver, Canada. IEEE Explore. 4 pp. [Conference contribution]

Herman, P, Prasad, G and McGinnity, TM (2008) Design and on-line evaluation of type-2 fuzzy logic system-based framework for handling uncertainties in BCI classification. In: 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2008, Vancouver, BC. IEEE. 4 pp. [Conference contribution]

Herman, P, Prasad, G and McGinnity, TM (2008) Designing a robust type-2 fuzzy logic classifier for non-stationary systems with application in brain-computer interfacing. In: IEEE International Conference on Systems, Man and Cybernetics, 2008 SMC 2008, Singapore . IEEE. 7 pp. [Conference contribution]

Herman, P, Prasad, G and McGinnity, TM (2008) Computational Intelligence Approaches to Brain Signal Pattern Recognition. In: Pattern Recognition. (Eds: Yin, Peng-Yeng), IN-TECH, pp. 91-120. ISBN 978-3-902613-24-4 [Book section]

Herman, Pawel, Prasad, Girijesh, McGinnity, Martin and Coyle, Damien (2008) Comparative analysis of spectral approaches to feature extraction for EEG-based motor imagery classification. IEEE transactions on neural systems and rehabilitation engineering: a publication of the IEEE Engineering in Medicine and Biology Society, 16 (4). pp. 317-26. [Journal article]

Meehan, BA, Prasad, G and McGinnity, TM (2008) The Application Directed Adaptive Framework for Autonomic Software. Journal of Software, 3 (7). pp. 30-41. [Journal article]

Pratheepan, Y, Condell, J and Prasad, G (2008) Preliminary Results for Detection of Partially Occluded Humans in Video Sequences. In: The 2008 International Machine Vision and Image Processing Conference 2008 (IMVIP 2008), University of Ulster, Coleraine, Northern Ireland. IEEE Computer Society Press. 6 pp. [Conference contribution]

Pratheepan, Y, Torr, P, Condell, J and Prasad, G (2008) Body Language Based Individual Identification in Video using Gait and Actions. In: The Third International Conference on Image and Signal Processing (ICISP 2008), Cherbourg-Octeville, Normandy, France. Springer, Lecture Notes in Computer Science LNCS 5099. 10 pp. [Conference contribution]

Satti, A, Coyle, DH and Prasad, G (2008) Optimal frequency band selection with particle swarm optimization for a brain computer interface. In: the IEEE Computational Intelligence Society Workshop and Summer School in Evolutionary Computation, Derry, N. Ireland. IEEE Explore. 4 pp. [Conference contribution]

Satti, A.R., Coyle, DH and Prasad, G (2008) Optimizing Common Spatial Pattern for a Motor Imagerybased BCI by Eigenvector Filteration. In: 4th international Brain-Computer Interface Workshop and Training Course 2008, Graz, Austria. Technical University of Graz. 4 pp. [Conference contribution]

Yogarajah, Pratheepan, Prasad, G and Condell, J (2008) Style of Action based Individual Recognition in Video Sequences. In: The IEEE 2008 International Conference on Systems, Man and Cybernetics (SMC 2008), Suntec Singapore International Convention Exhibition Centre, Singapore. UNSPECIFIED. 6 pp. [Conference contribution]

2007

Browne, T, McGinnity, TM, Prasad, G and Condell, J (2007) High Accuracy FPGA Implementation of an Optical Flow Algorithm for Real-time Operation. In: IET Irish Signals and Systems Conference 2007, University of Ulster, Co Londonderry. UNSPECIFIED. 5 pp. [Conference contribution]

Coyle, DH, Herman, P, Prasad, G and McGinnity, TM (2007) Multi-classifier verification of neural time-series prediction preprocessing for a BCI. In: the IET Irish Signals and System Conference, Univeristy of Ulster, Magee, Derry. IET. 6 pp. [Conference contribution]

Coyle, DH, McGinnity, TM and Prasad, G (2007) Identifying the local ultrametricity of EEG time-series for feature extraction in a brain-computer interface. In: the 29th International IEEE Engineering in Medicine and Biology Conference, Lyon, France. IEEE. 4 pp. [Conference contribution]

Herman, P, Prasad, G and McGinnity, TM (2007) Support Vector-Enhanced Design of a T2FL Approach to Motor Imagery-Related EEG Pattern Recognition. In: IEEE International Conference on Fuzzy Systems, IEEE FUZZ, London, UK. IEEE. 6 pp. [Conference contribution]

Meehan, B, Prasad, G and McGinnity, TM (2007) A framework for autonomic software. In: 2007 IEEE International Conference on Systems, Man & Cybernetics, October 7-10, 2007, Montreal, Canada. IEEE. 6 pp. [Conference contribution]

Prasad, G (2007) On fusion of PCA and a physical model-based predictive control strategy for efficient load-cycling operation of a thermal power plant. Optimal Control Applications and Methods, 28 (4). pp. 231-258. [Journal article]

Prasad, G, Bell, DA, McGinnity, Martin and Wu, QX (2007) A Distribution-Index-Based Discretizer for Decision-Making with Symbolic AI Approaches. IEEE Transactions on Knowledge and Data Engineering, 19 (1). pp. 17-28. [Journal article]

Prasad, G, Herman, P, Coyle, DH and McGinnity, TM (2007) Enhancing Brain-Computer Interface Algorithms and Feedback: Implications for Use in Post-stroke Rehabilitation. In: The 12th Annual CyberTherapy 2007 Conference: Transforming Healthcare Through Technology, Washington DC. Interactive Media Institute (IMI). 1 pp. [Conference contribution]

Vance, P, Prasad, G, Harkin, JG and Callaghan, MJ (2007) Internal Localisation Techniques using Wireless Networks: A Review. In: IET Irish Signals and Systems Conference Conference. IET. 6 pp. [Conference contribution]

2006

Condell, J, Browne, T, Prasad, G and McGinnity, TM (2006) A Review of Wheelchair Applications using Obstacle Avoidance and Navigation with Optical Flow. In: Sixth Annual Conference on Information Technology and Telecommunications (IT&T2006), IT Carlow, Carlow Town. Institute of Technology, Carlow. 2 pp. [Conference contribution]

Coyle, DH, Prasad, G and McGinnity, TM (2006) Creating a nonparametric brain-computer interface with neural time-series prediction preprocessing. In: the 28th International IEEE Engineering in Medicine and Biology Conference, New York, USA. UNSPECIFIED. 4 pp. [Conference contribution]

Coyle, DH, Prasad, G and McGinnity, TM (2006) Enhancing Autonomy and Computational Efficiency of the Self-Organising Fuzzy Neural Network for a Brain Computer Interface. In: IEEE International Conference on Fuzzy Systems, Vancouver, Canada. IEEE. 8 pp. [Conference contribution]

Herman, P, Prasad, G and McGinnity, TM (2006) A FUZZY LOGIC CLASSIFIER DESIGN FOR ENHANCING BCI PERFORMANCE. In: 3rd International BCI Meeting, Graz.. 3rd International BCI Meeting, Graz.. 2 pp. [Conference contribution]

Johnston, SP, Prasad, G, Maguire, Liam and McGinnity, TM (2006) A Hybrid Learning Algorithm Fusing STDP with GA based Explicit Delay Learning for Spiking Neurons. In: 3rd IEEE International conference on Intelligent Systems, Westminster, London, September 06. IEEE. 6 pp. [Conference contribution]

Leng, G, McGinnity, T and Prasad, G (2006) Design for Self-Organizing Fuzzy Neural Networks Based on Genetic Algorithms. IEEE Transactions on Fuzzy Systems, 14 (6). pp. 755-766. [Journal article]

McGinnity, T, Bell, DA, Prasad, G and Wu, Q (2006) A Self-Organizing Computing Network for Decision-Making in Data Sets with a Diversity of Data Types. IEEE Transactions on Knowledge and Data Engineering, 18 (7). pp. 941-953. [Journal article]

Meehan, B, Prasad, G and McGinnity, TM (2006) Autonomic Software through Self-Organisation. In: Information Technology & Telecommunications (IT&T) Annual Conference 2006, October 25-26, Carlow, Ireland. Information Technology & Telecommunications (IT&T) Annual Conference 2006, October 25-26, Carlow, Ireland. 10 pp. [Conference contribution]

Prasad, G, Herman, P and McGinnity, TM (2006) Critical Observations on Interval Type-2 Fuzzy Logic Approach to Uncertainty Handling in a Brain-Computer Interface Design. In: 11th International Conference on Information Processing and Management of Uncertainty (IPMU) 2006, Paris. 11th International Conference on Information Processing and Management of Uncertainty (IPMU) 2006, Paris. 8 pp. [Conference contribution]

Wu, Qingxiang, Bell, D, McGinnity, TM, Prasad, G and Huang, X (2006) Improvement of Decision Accuracy using Discretization of Continuous Attribute. In: Fuzzy Systems and Knowledge Discovery: Second International Conference. (Eds: Wang, L and Jin, Y), Springer, pp. 674-683. ISBN 978-3-540-28331-7 [Book section]

Wu, Qingxiang, Cai, J, Prasad, G, McGinnity, TM, Bell, D and Guan, j (2006) A Novel Discretizer for Knowledge Discovery Approaches Based on Rough Sets. In: A Novel Discretizer for Knowledge Discovery Approaches Based on Rough Sets. Springer, pp. 241-246. ISBN 978-3-540-36297-5 [Book section]

Wu, Qingxiang, Prasad, G, McGinnity, TM, Bell, D, Zhong, S and Guan, J (2006) A Novel Discretizer for Knowledge Discovery Based on Multiknowledge Approaches. In: Intelligent Control and Automation: International Conference on Intelligent Computing, ICIC 2006, Kunming, China. (Eds: Huang, DS, Li, K and Irwin, GW), Springer, pp. 778-783. ISBN 9783540372578 [Book section]

Wu, Qingxiang, McGinnity, TM, Prasad, G, Bell, D and Glackin, Brendan (2006) Multi-knowledge Approach for Mobile Robot Identification of a Changing Environment. In: European robotic symposium 2006. (Eds: Christensen, H), Springer, pp. 171-180. ISBN 978-3-540-32688-5 [Book section]

2005

Coyle, D, McGinnity, TM and Prasad, G (2005) A Time-Series Prediction Approach for Feature Extraction in a Brain-Computer Interface. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 13 (4). pp. 461-467. [Journal article]

Coyle, D, Prasad, G and McGinnity, Martin (2005) A Time-Frequency Approach to Feature Extraction for a Brain-Computer Interface with a Comparative Analysis of Performance Measures. EURASIP Journal on Applied Signal Processing, 2005 (19). pp. 3141-3151. [Journal article]

Coyle, DH, Prasad, G and McGinnity, TM (2005) Improving signal separability and inter-session stability of a motor imagery-based brain-computer interface by neural-time-series-prediction-preprocessing. In: the 27th International IEEE Engineering in Medicine and Biology Conference, Shanghai, China. IEEE. 4 pp. [Conference contribution]

Herman, P, Prasad, G and McGinnity, TM (2005) Investigation of the Type-2 Fuzzy Logic Approach to Classification in an EEG-based Brain-Computer Interface. In: 27th International IEEE EMBS Conference, Sept., 2005, Shanghai, China. IEEE. 4 pp. [Conference contribution]

Johnston, SP, Prasad, G, Maguire, LP and McGinnity, TM (2005) Comparative investigation into classical and spiking neuron implementations on FPGAs. In: Artificial neural networks: biological inspirations - ICANN 2005. (Eds: Duch, W and Kacprzyk, J), Springer, pp. 269-274. ISBN 978-540-28752-0 [Book section]

Leng, G, McGinnity, T and Prasad, G (2005) An approach for on-line extraction of fuzzy rules using a self-organising fuzzy neural network. Fuzzy Sets and Systems, 150 (2). pp. 211-243. [Journal article]

Wu, Q, McGinnity, TM, Prasad, G and Bell, D (2005) Evolving learning mechanism for a general computing network model. In: 2005 IEEE International Conference on Systems, Man, and Cybernetics, Hawaii, USA. IEEE. 6 pp. [Conference contribution]

2004

Coyle, DH, Prasad, G and McGinnity, TM (2004) Extracting Features for a Brain-Computer Interface by Self-Organizing Fuzzy Neural Network-based Time Series Prediction. In: 26th International IEEE EMBS Conference. IEEE. 4 pp. [Conference contribution]

Coyle, DH, Prasad, G and McGinnity, TM (2004) Improving information transfer rates of a Brain-Computer Interface by self-organising fuzzy neural network-based Multi-step ahead time-series prediction. In: IEEE SMC UK-RI chapter Conference, Derry. IEEE. 4 pp. [Conference contribution]

Coyle, DH, Prasad, G, McGinnity, TM and Herman, P (2004) Estimating the Predictability of EEG Recorded Over the Motor Cortex using Information Theoretical Functionals. Biomedizinische Technik, (a special supplement on 2nd International Brain-computer interface workshop, Graz, September 2004), 49 (1). pp. 43-44. [Journal article]

Herman, P, Prasad, G and McGinnity, TM (2004) Feature extraction from the EEG for a Brain-Computer Interface using Genetic Matching pursuit Algorithm with Gabor Dictionary. In: IEEE SMC UK-RI chapter Conference, Derry. IEEE. 6 pp. [Conference contribution]

Johnston, S, Prasad, G, Maguire, LP, McGinnity, TM and Belatreche, A (2004) Investigation into the pragmatism of phenomenological spiking neurons for hardware implementation on FPGAs. In: IEEE SMC UK-RI chapter Conference, Derry. IEEE SMC UK-RI chapter. 6 pp. [Conference contribution]

Leng, G, Prasad, G and McGinnity, TM (2004) An on-line algorithm for creating self-organising fuzzy neural networks. Neural Networks, 17 (10). pp. 1477-1493. [Journal article]

Warne, K, Prasad, G, Rezvani, S and Maguire, LP (2004) Statistical and Computational Intelligence Techniques for Inferential Model Development: A Comparative Evaluation and a Novel Proposition for Fusion. Engineering Applications of Artificial Intelligence, 17 (8). pp. 871-885. [Journal article]

Warne, K, Prasad, G, Siddique, NH and Maguire, LP (2004) Development of a Hybrid PCA-ANFIS Measurement System for Monitoring Product Quality in the Coating Industry. In: 2004 IEEE International Conference on Systems, Man & Cybernetics, The Hague, The Netherlands. IEEE. 6 pp. [Conference contribution]

2003

Callaghan, MJ, Harkin, JG, Prasad, G, McGinnity, TM and Maguire, LP (2003) Integrated Architecture for Remote Experimentation. In: 2003 IEEE Int. Conf. Systems, Man and Cybernetics, Washington, DC, USA. UNSPECIFIED. 5 pp. [Conference contribution]

Coyle, DH, Prasad, G and McGinnity, TM (2003) The Brain Computer Interface: A Review and a Novel Proposal. In: PREP 2003, Exeter. Unknown. 2 pp. [Conference contribution]

Coyle, DH, Prasad, G, McGinnity, TM and Nibouche, O (2003) The Brain Computer Interface: A Review and Some New Concepts. In: Irish Signals and Systems Conference (ISSC 2003), Limerick. IET. 6 pp. [Conference contribution]

Coyle, DH, Prasad, G and McGinnity, TM (2003) EEG-Based Communication: A Time Series Prediction Approach. In: IEEE Cybernetics Intelligence - Challenges and Advances (CICA) 2003, Reading, UK. UNSPECIFIED. 6 pp. [Conference contribution]

Johnston, S, Prasad, G, Maguire, LP, McGinnity, TM and Wu, Q (2003) A Design Flow for the Hardware Implementation of Spiking Neural Networks onto FPGAs. In: IEEE Cybernetics Intelligence - Challenges and Advances (CICA) 2003, Reading, UK. IEEE. 6 pp. [Conference contribution]

Leng, G, McGinnity, TM and Prasad, G (2003) A Design for a Self-Organising Fuzzy Neural Network Based on the Genetic Algortihm. In: 2003 IEEE Int. Conf. Systems Man and Cybernetics, Washington, DC, USA. UNSPECIFIED. 6 pp. [Conference contribution]

Prasad, G (2003) Physical Model-based Co-ordinated Control of Thermal Power Plants. In: Thermal Power Plant Simulation and Control. (Eds: Flynn, Damian), IET, pp. 365-394. ISBN 978-0-85296-419-4 [Book section]

Rezvani, S and Prasad, G (2003) A Hybrid System with Multivariate Data Validation and Case Based Reasoning for an Efficient and Realistic Product Formulation. In: Case-based reasoning research and development::5th International Conference. (Eds: Ashley, KD and Bridge, DG), Springer, pp. 465-478. ISBN 3-540-40433-3 [Book section]

Rezvani, S, Prasad, G, Dixon, D and McIlhagger, R (2003) An intelligent approach to generating improved product formulation for an optimal manufacturing route. In: 2003 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN AND CYBERNETICS, VOLS 1-5, CONFERENCE PROCEEDINGS, WASHINGTON, D.C., . UNSPECIFIED. 5 pp. [Conference contribution]

Rezvani, S, Prasad, G, Muir, J and McCraken, K (2003) Interactive Feature Extraction From Multivariate Production Data. In: 3rd International Workshop on Pattern Recognition in Information Systems, PRIS 2003. 3rd International Workshop on Pattern Recognition in Information Systems, PRIS 2003. 12 pp. [Conference contribution]

Rezvani, S, Prasad, G, Muir, J and McCraken, K (2003) An Extended Multivariate Data Visualisation Approach for Interactive Feature Extraction from Manufacturing Data. In: Intelligent data engineering and automated learning. (Eds: Liu, J, Cheung, Y and Yin, H), Springer, pp. 835-839. ISBN 3-540-40550-X [Book section]

Rezvani, S, Prasad, G, Robinson, S, Muir, J and McCracken, K (2003) Product Performance Analysis with Principal Component Mapping. In: Signals and Systems Conference (ISSC 2003), Limerick. Signals and Systems Conference (ISSC 2003), Limerick. 6 pp. [Conference contribution]

Rezvani, S, Prasad, G and Robinson, S (2003) METHODS OF ASSESSING MULTIVARIATE INTERACTIONS IN A MANUFACTURING SYSTEM. In: 2003 Systems and Information Engineering Design Symposium. IEEE. 10 pp. [Conference contribution]

Warne, K, Prasad, G, Siddique, NH and Maguire, LP (2003) A Novel Intelligent Approach to Anchorage Measurement using Electron Microscopy. In: 2003 IEEE International Conference on Systems, Man & Cybernetics, Washington D.C., USA.. IEEE. 6 pp. [Conference contribution]

2002

Leng, G, Prasad, G and McGinnity, TM (2002) A New Approach to Generate A Self-Organizing Fuzzy Neural Network Model. In: 2002 IEEE International Conference on Systems, Man, and Cybernetics, Tunisia. IEEE. 6 pp. [Conference contribution]

Prasad, G, Irwin, GW, Swidenbank, E and Hogg, BW (2002) A hierarchical physical model-based approach to predictive control of a thermal power plant for efficient plant-wide disturbance rejection. Transactions of Institute of Measurement and Control, 24 (2). pp. 107-128. [Journal article]

2001

Leng, G, McGinnity, TM and Prasad, G (2001) Neural Network Based Self-Organizing Systems: A Review. In: Irish Signals and Systems Conference 2001, N.U.I., Maynooth. UNSPECIFIED. 4 pp. [Conference contribution]

Prasad, G, Irwin, GW, Swidenbank, E and Hogg, BW (2001) A Complete Formulation of Non-Linear Model-Based Stable Predictive Control Strategy. In: European Control Conference (ECC 01), Porto, Portugal. European Control Conference (ECC 01). 6 pp. [Conference contribution]

2000

Prasad, G, Irwin, GW, Swidenbank, E and Hogg, BW (2000) A NOVEL HIERARCHICAL CONTROL STRATEGY FOR FASTER LOAD-CYCLING OF A THERMAL POWER UNIT. In: IFAC Symposium on Power Plants and Power Systems Control, Brussels, Belgium, April, 2000, Brussels, Belgium.. IFAC Symposium on Power Plants and Power Systems Control, Brussels, Belgium, April, 2000. 7 pp. [Conference contribution]

Prasad, G and Irwin, GW Swidenbank E Hogg B W (2000) Plant-Wide Predictive Control for a Thermal Power Plant Based on a Physical Plant Model. IEE Proceedings on Control Theory and Applications, 147 (5). pp. 523-537. [Journal article]

Swidenbank, E, Irwin, GW, Hogg, BW and Prasad, G (2000) PHYSICAL MODEL FOR PREDICTIVE PLANT-WIDE CONTROL OF A GENERATING UNIT. In: 35th Universities Power Engineering Conference (UPEC 2000), Sept., Belfast, UK, Belfast, UK. 35th Universities Power Engineering Conference (UPEC 2000), Sept., Belfast, UK. 6 pp. [Conference contribution]

1999

Prasad, G, Swidenbank, E and Hogg , B W (1999) A Novel Performance Monitoring Strategy for Economical Thermal Power Plant Operation. IEEE Trans. on Energy Conversion, 14 (3). pp. 802-809. [Journal article]

Prasad, G, Swidenbank, E and Hogg, B W (1999) Neural Network Model-based Multivariable Predictive Control Algorithms with Application in Thermal Power Plant Control. Control and Intelligent Systems, 27 (3). pp. 104-131. [Journal article]

Prasad, G, Irwin, GW, Swidenbank, E and Hogg, BW (1999) PLANT-WIDE MODEL PREDICTIVE CONTROL OF A THERMAL POWER PLANT. In: IASTED International Conference, Control and Applications (CA'99), 25-30 July, Banff, Canada, Banff, Canada. IASTED International Conference, Control and Applications (CA'99). 6 pp. [Conference contribution]

Prasad, G, Irwin, GW, Swidenbank, E and Hogg, BW (1999) Plant-Wide Physical Model-Based Control for a Thermal Power Plant. In: 38th IEEE Conference on Decision and Control (CDC), December 7-10, Phoenix, Arizona, USA, Phoenix, Arizona, USA. 38th IEEE Conference on Decision and Control (CDC), December 7-10, Phoenix, Arizona, USA. 6 pp. [Conference contribution]

1998

Prasad, G, Swidenbank, E and Hogg, BW (1998) A Novel Performance Monitoring Strategy for Economical Thermal Power Plant Operation. In: 1988 IEEE Power Engineering Society Winter Meeting, Tampa, Florida, USA.. IEEE. (Paper No. 98 WM 287) 7 pp. [Conference contribution]

Prasad, G, Swidenbank, E and Hogg , B W (1998) A Local Model Networks Based Multivariable Long-range Predictive Control Strategy for Thermal Power Plants. Automatica, 34 (10). pp. 1185-1204. [Journal article]

Prasad, G, Swidenbank, E and Hogg, B W (1998) A Neural Net Model-based Multivariable Long-range Predictive Control Strategy Applied in Thermal Power Plant Control. IEEE Trans. On Energy Conversion, 13 (2). pp. 176-182. [Journal article]

1997

Prasad, G, Swidenbank, E and Hogg, B W (1997) A Neural Net Model-based Multivariable Long-range Predictive Control Strategy Applied in Thermal Power Plant Control. In: IEEE Power Engineering Society Summer Meeting, 20-24 July, Berlin, Germany, Berlin, Germany.. IEEE Power Engineering Society . 7 pp. [Conference contribution]

1996

Prasad, G, Swidenbank, E and Hogg, B W (1996) A MULTIVARIABLE PREDICTIVE CONTROL STRATEGY FOR ECONOMICAL FOSSIL POWER PLANT OPERATION. In: IEE Control 1996, Exeter, UK. IEE Control 1996, Exeter, UK. 6 pp. [Conference contribution]

Prasad, G, Swidenbank, E and Hogg, B W (1996) A Multivariable Controller For Economical Fossil Power Plant Operation. In: Universities Power Engineering Conference 1996, Iraklio, Greece.. Universities Power Engineering Conference 1996, Iraklio, Greece.. 4 pp. [Conference contribution]

1995

Prasad, G, Swidenbank, E and Hogg, B W (1995) A PLANT PERFORMANCE MONITORING AND OPTIMIZATION SYSTEM. In: Universities Power Engineering Conference 1995, Greenwich, UK. Universities Power Engineering Conference 1995, Greenwich, UK. 4 pp. [Conference contribution]

This list was generated on Mon May 2 02:02:01 2016 BST.