
T. Martin McGinnity
Thomas Martin McGinnity – T. M. McGinnity
Person information
- affiliation: Ulster University, Coleraine, UK
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2020 – today
- 2020
- [j95]Aboozar Taherkhani
, Georgina Cosma
, T. M. McGinnity:
AdaBoost-CNN: An adaptive boosting algorithm for convolutional neural networks to classify multi-class imbalanced datasets using transfer learning. Neurocomputing 404: 351-366 (2020) - [j94]Aboozar Taherkhani
, Ammar Belatreche, Yuhua Li
, Georgina Cosma, Liam P. Maguire
, T. Martin McGinnity:
A review of learning in biologically plausible spiking neural networks. Neural Networks 122: 253-272 (2020) - [j93]Richard Gault
, Thomas Martin McGinnity, Sonya Coleman
:
Perceptual Modeling of Tinnitus Pitch and Loudness. IEEE Trans. Cogn. Dev. Syst. 12(2): 332-343 (2020) - [j92]Aboozar Taherkhani
, Georgina Cosma
, Thomas Martin McGinnity
:
Optimization of Output Spike Train Encoding for a Spiking Neuron Based on its Spatio-Temporal Input Pattern. IEEE Trans. Cogn. Dev. Syst. 12(3): 427-438 (2020) - [c144]Oluwatamilore Orojo, Jonathan Tepper, T. M. McGinnity, Mufti Mahmud:
Time sensitivity and self-organisation in Multi-recurrent Neural Networks. IJCNN 2020: 1-7 - [i6]Kieran Woodward, Eiman Kanjo, David J. Brown, T. M. McGinnity:
On-Device Transfer Learning for Personalising Psychological Stress Modelling using a Convolutional Neural Network. CoRR abs/2004.01603 (2020) - [i5]Samuel Brandenburg, Pedro Machado, Nikesh Lama, T. M. McGinnity:
Strawberry Detection Using a Heterogeneous Multi-Processor Platform. CoRR abs/2011.03651 (2020)
2010 – 2019
- 2019
- [j91]Georgina Cosma
, Thomas Martin McGinnity:
Feature Extraction and Classification Using Leading Eigenvectors: Applications to Biomedical and Multi-Modal mHealth Data. IEEE Access 7: 107400-107412 (2019) - [j90]Augusto Gomez Eguiluz
, Iñaki Rañó, Sonya A. Coleman
, T. Martin McGinnity:
Reliable robotic handovers through tactile sensing. Auton. Robots 43(7): 1623-1637 (2019) - [j89]Gautham P. Das, Philip J. Vance
, Dermot Kerr
, Sonya A. Coleman
, T. Martin McGinnity, Jian K. Liu
:
Computational modelling of salamander retinal ganglion cells using machine learning approaches. Neurocomputing 325: 101-112 (2019) - [c143]Pedro Machado
, Georgina Cosma
, T. Martin McGinnity
:
NatCSNN: A Convolutional Spiking Neural Network for Recognition of Objects Extracted from Natural Images. ICANN (1) 2019: 351-362 - [c142]Nikesh Lama
, Alan Hargreaves, Bob Stevens, T. Martin McGinnity:
Transfer Entropy Based Connectivity Estimation of Spontaneously Firing Hippocampal Cultures on Multi Electrode Arrays. IJCNN 2019: 1-8 - [c141]Samuel Brandenburg, Pedro Machado, Pranjali Shinde, João Filipe Ferreira, T. Martin McGinnity:
Object Classification for Robotic Platforms. ROBOT (2) 2019: 199-210 - [c140]Oluwatamilore Orojo, Jonathan Tepper, T. M. McGinnity, Mufti Mahmud:
A Multi-recurrent Network for Crude Oil Price Prediction. SSCI 2019: 2940-2945 - [e2]Ahmad Lotfi, Hamid Bouchachia, Alexander E. Gegov, Caroline S. Langensiepen, T. Martin McGinnity:
Advances in Computational Intelligence Systems - Contributions Presented at the 18th UK Workshop on Computational Intelligence, September 5-7, 2018, Nottingham, UK. Advances in Intelligent Systems and Computing 840, Springer 2019, ISBN 978-3-319-97981-6 [contents] - [i4]Kieran Woodward, Eiman Kanjo, David J. Brown, T. Martin McGinnity, Becky Inkster, Donald J. Macintyre, Athanasios Tsanas:
Beyond Mobile Apps: A Survey of Technologies for Mental Well-being. CoRR abs/1905.00288 (2019) - [i3]Pedro Machado, Georgina Cosma, T. Martin McGinnity:
NatCSNN: A Convolutional Spiking Neural Network for recognition of objects extracted from natural images. CoRR abs/1909.08288 (2019) - 2018
- [j88]Emmett Kerr
, T. Martin McGinnity
, Sonya A. Coleman
:
Material recognition using tactile sensing. Expert Syst. Appl. 94: 94-111 (2018) - [j87]Alicia Costalago Meruelo
, Pedro Machado
, Kofi Appiah, Andoni Mujika, Peter Leskovský
, Roberto Álvarez
, Gorka Epelde
, T. Martin McGinnity
:
Emulation of chemical stimulus triggered head movement in the C. elegans nematode. Neurocomputing 290: 60-73 (2018) - [j86]Aboozar Taherkhani
, Georgina Cosma
, T. Martin McGinnity:
Deep-FS: A feature selection algorithm for Deep Boltzmann Machines. Neurocomputing 322: 22-37 (2018) - [j85]Shufan Yang
, KongFatt Wong-Lin
, James Andrew, Terrence S. T. Mak, T. Martin McGinnity
:
A neuro-inspired visual tracking method based on programmable system-on-chip platform. Neural Comput. Appl. 30(9): 2697-2708 (2018) - [j84]Augusto Gomez Eguiluz
, Iñaki Rañó, Sonya A. Coleman
, T. Martin McGinnity
:
Multimodal Material identification through recursive tactile sensing. Robotics Auton. Syst. 106: 130-139 (2018) - [j83]Philip J. Vance
, Gautham P. Das, Dermot Kerr
, Sonya A. Coleman
, T. Martin McGinnity
, Tim Gollisch
, Jian K. Liu
:
Bioinspired Approach to Modeling Retinal Ganglion Cells Using System Identification Techniques. IEEE Trans. Neural Networks Learn. Syst. 29(5): 1796-1808 (2018) - [j82]Dermot Kerr
, Sonya A. Coleman
, Thomas Martin McGinnity
:
Biologically Inspired Intensity and Depth Image Edge Extraction. IEEE Trans. Neural Networks Learn. Syst. 29(11): 5356-5365 (2018) - [c139]Emmett Kerr, Sonya A. Coleman
, T. Martin McGinnity, Andrea Shepherd:
Measurement of Capillary Refill Time (CRT) in Healthy Subjects Using a Robotic Hand. CVPR Workshops 2018: 1291-1298 - [c138]Nikesh Lama
, Alan Hargreaves, Bob Stevens, T. Martin McGinnity:
Spike Train Synchrony Analysis of Neuronal Cultures. IJCNN 2018: 1-8 - [c137]Pedro Machado, Andreas Oikonomou, Georgina Cosma
, T. Martin McGinnity:
Bio-Inspired Ganglion Cell Models for Detecting Horizontal and Vertical Movements. IJCNN 2018: 1-8 - [c136]Philip J. Vance, Gautham P. Das, Sonya A. Coleman, Dermot Kerr, Emmett Kerr, Thomas Martin McGinnity:
Investigation into Sub-Receptive Fields of Retinal Ganglion Cells with Natural Images. IJCNN 2018: 1-8 - [c135]Philip J. Vance, Sonya A. Coleman
, Dermot Kerr, Leeanne Lindsay, B. J. Taylor, E. P. Kerr, Bryan Gardiner
, Thomas Martin McGinnity, Chengdong Wu:
Transparent Modelling of Risk Assessment factors for Assisted Living. SSCI 2018: 821-827 - [c134]E. P. Kerr, Philip J. Vance, Dermot Kerr, Sonya A. Coleman
, Gautham P. Das, Thomas Martin McGinnity, Diederik Paul Moeys, Tobi Delbrück:
Biological Goal Seeking. SSCI 2018: 1602-1607 - [c133]Pranjali Shinde, Pedro Machado, Filipe Neves dos Santos
, T. Martin McGinnity:
Online Object Trajectory Classification Using FPGA-SoC Devices. UKCI 2018: 291-302 - [i2]Diederik Paul Moeys, Daniel Neil, Federico Corradi, Emmett Kerr, Philip J. Vance, Gautham P. Das, Sonya A. Coleman, Thomas Martin McGinnity, Dermot Kerr, Tobi Delbrück:
PRED18: Dataset and Further Experiments with DAVIS Event Camera in Predator-Prey Robot Chasing. CoRR abs/1807.03128 (2018) - 2017
- [j81]Yauheniya Shynkevich
, T. Martin McGinnity
, Sonya A. Coleman
, Ammar Belatreche, Yuhua Li
:
Forecasting price movements using technical indicators: Investigating the impact of varying input window length. Neurocomputing 264: 71-88 (2017) - [j80]Min Jing, Bryan W. Scotney, Sonya A. Coleman
, T. Martin McGinnity:
Novel "Squiral" (square spiral) architecture for fast image processing. J. Vis. Commun. Image Represent. 49: 371-381 (2017) - [j79]Pawel Andrzej Herman, Girijesh Prasad, Thomas Martin McGinnity
:
Designing an Interval Type-2 Fuzzy Logic System for Handling Uncertainty Effects in Brain-Computer Interface Classification of Motor Imagery Induced EEG Patterns. IEEE Trans. Fuzzy Syst. 25(1): 29-42 (2017) - [j78]Jinling Wang, Ammar Belatreche
, Liam P. Maguire
, Thomas Martin McGinnity
:
SpikeTemp: An Enhanced Rank-Order-Based Learning Approach for Spiking Neural Networks With Adaptive Structure. IEEE Trans. Neural Networks Learn. Syst. 28(1): 30-43 (2017) - [j77]Eduardo A. Gerlein, Thomas Martin McGinnity
, Ammar Belatreche, Sonya A. Coleman
:
Network on Chip Architecture for Multi-Agent Systems in FPGA. ACM Trans. Reconfigurable Technol. Syst. 10(4): 25:1-25:22 (2017) - [c132]Augusto Gomez Eguiluz
, Iñaki Rañó, Sonya A. Coleman
, T. Martin McGinnity
:
Reliable object handover through tactile force sensing and effort control in the Shadow Robot hand. ICRA 2017: 372-377 - [c131]Augusto Gomez Eguiluz
, Iñaki Rañó, Sonya A. Coleman
, T. Martin McGinnity
:
Towards robot-human reliable hand-over: Continuous detection of object perturbation force direction. RO-MAN 2017: 510-515 - 2016
- [j76]Yauheniya Shynkevich
, T. Martin McGinnity
, Sonya A. Coleman
, Ammar Belatreche:
Forecasting movements of health-care stock prices based on different categories of news articles using multiple kernel learning. Decis. Support Syst. 85: 74-83 (2016) - [j75]Eduardo A. Gerlein, Thomas Martin McGinnity
, Ammar Belatreche, Sonya A. Coleman
:
Evaluating machine learning classification for financial trading: An empirical approach. Expert Syst. Appl. 54: 193-207 (2016) - [j74]Yi Cao
, Yuhua Li
, Sonya A. Coleman
, Ammar Belatreche, Thomas Martin McGinnity
:
Detecting Wash Trade in Financial Market Using Digraphs and Dynamic Programming. IEEE Trans. Neural Networks Learn. Syst. 27(11): 2351-2363 (2016) - [c130]Min Jing, Bryan W. Scotney, Sonya A. Coleman
, T. Martin McGinnity
:
The Application of Social Media Image Analysis to an Emergency Management System. ARES 2016: 805-810 - [c129]Pedro Machado, Alicia Costalago Meruelo
, Nikesh Lama
, David Ada Adama
, Kofi Appiah, T. Martin McGinnity
, Alexey Petrushin, Lorenzo Ferrara
, Axel W. Blau:
Si elegans: Evaluation of an innovative optical synaptic connectivity method for C. elegans Phototaxis using FPGAs. IJCNN 2016: 185-191 - [c128]Benjamin Wingfield, Sonya A. Coleman
, T. Martin McGinnity
, Anthony J. Bjourson:
A metagenomic hybrid classifier for paediatric inflammatory bowel disease. IJCNN 2016: 1083-1089 - [c127]Kofi Appiah, Pedro Machado, Alicia Costalago Meruelo
, T. Martin McGinnity
:
C. elegans behavioural response germane to Hardware modelling. IJCNN 2016: 4743-4750 - [c126]Alicia Costalago Meruelo
, Pedro Machado, Kofi Appiah, T. Martin McGinnity
:
Challenges in clustering C. elegans neurons using computational approaches. IJCNN 2016: 4775-4781 - [c125]Augusto Gomez Eguiluz
, Iñaki Rañó, Sonya A. Coleman
, T. Martin McGinnity
:
Continuous material identification through tactile sensing. IJCNN 2016: 4955-4961 - [c124]Richard Gault
, T. Martin McGinnity
, Sonya A. Coleman
:
Modelling the generation of tinnitus in a silent environment. IJCNN 2016: 5037-5042 - [c123]Augusto Gomez Eguiluz
, Iñaki Rañó, Sonya A. Coleman
, T. Martin McGinnity
:
A multi-modal approach to continuous material identification through tactile sensing. IROS 2016: 4912-4917 - 2015
- [j73]Xingfeng Li, Elizabeth G. Kehoe, Thomas Martin McGinnity
, Damien Coyle
, Arun L. W. Bokde:
Modulation of Effective Connectivity in the Default Mode Network at Rest and During a Memory Task. Brain Connect. 5(1): 60-67 (2015) - [j72]Mauro Dragone
, Giuseppe Amato
, Davide Bacciu, Stefano Chessa
, Sonya A. Coleman, Maurizio Di Rocco, Claudio Gallicchio
, Claudio Gennaro, Héctor Lozano Peiteado, Liam P. Maguire, T. Martin McGinnity
, Alessio Micheli, Gregory M. P. O'Hare
, Arantxa Rentería, Alessandro Saffiotti
, Claudio Vairo, Philip J. Vance:
A cognitive robotic ecology approach to self-configuring and evolving AAL systems. Eng. Appl. Artif. Intell. 45: 269-280 (2015) - [j71]Dermot Kerr, T. Martin McGinnity
, Sonya A. Coleman
, Marine Clogenson
:
A biologically inspired spiking model of visual processing for image feature detection. Neurocomputing 158: 268-280 (2015) - [j70]Vaibhav Gandhi
, Girijesh Prasad, Damien Coyle
, Laxmidhar Behera, Thomas Martin McGinnity
:
Evaluating Quantum Neural Network filtered motor imagery brain-computer interface using multiple classification techniques. Neurocomputing 170: 161-167 (2015) - [j69]Gautham P. Das, Thomas Martin McGinnity
, Sonya A. Coleman
, Laxmidhar Behera:
A Distributed Task Allocation Algorithm for a Multi-Robot System in Healthcare Facilities. J. Intell. Robotic Syst. 80(1): 33-58 (2015) - [j68]Giuseppe Amato
, Davide Bacciu, Mathias Broxvall, Stefano Chessa
, Sonya A. Coleman, Maurizio Di Rocco, Mauro Dragone
, Claudio Gallicchio
, Claudio Gennaro, Héctor Lozano Peiteado, T. Martin McGinnity
, Alessio Micheli, Anjan Kumar Ray, Arantxa Rentería, Alessandro Saffiotti
, David Swords, Claudio Vairo, Philip J. Vance:
Robotic Ubiquitous Cognitive Ecology for Smart Homes. J. Intell. Robotic Syst. 80(Supplement-1): 57-81 (2015) - [j67]Yiannis Gatsoulis, T. Martin McGinnity
:
Intrinsically motivated learning systems based on biologically-inspired novelty detection. Robotics Auton. Syst. 68: 12-20 (2015) - [j66]Min Jing, T. Martin McGinnity
, Sonya A. Coleman
, Armin Fuchs, J. A. Scott Kelso:
Temporal Changes of Diffusion Patterns in Mild Traumatic Brain Injury via Group-Based Semi-blind Source Separation. IEEE J. Biomed. Health Informatics 19(4): 1459-1471 (2015) - [j65]Yi Cao
, Yuhua Li
, Sonya A. Coleman
, Ammar Belatreche, Thomas Martin McGinnity
:
Adaptive Hidden Markov Model With Anomaly States for Price Manipulation Detection. IEEE Trans. Neural Networks Learn. Syst. 26(2): 318-330 (2015) - [c122]Min Jing, Sonya A. Coleman
, Bryan W. Scotney, T. Martin McGinnity
:
Biologically motivated spiral architecture for fast video processing. ICIP 2015: 2040-2044 - [c121]Jinling Wang, Ammar Belatreche, Liam P. Maguire
, T. Martin McGinnity
:
SpikeComp: An Evolving Spiking Neural Network with Adaptive Compact Structure for Pattern Classification. ICONIP (2) 2015: 259-267 - [c120]Emmett Kerr
, T. Martin McGinnity
, Sonya A. Coleman
, Andrea Shepherd:
Towards pulse detection and rhythm analysis using a biomimetic fingertip. IJCNN 2015: 1-8 - [c119]Pedro Machado
, Kofi Appiah, T. Martin McGinnity
, John J. Wade:
Si elegans: Hardware architecture and communications protocol. IJCNN 2015: 1-8 - [c118]Scott McDonald, Dermot Kerr, Sonya A. Coleman
, Philip J. Vance, T. Martin McGinnity
:
Modelling retinal ganglion cells using self-organising fuzzy neural networks. IJCNN 2015: 1-8 - [c117]Yauheniya Shynkevich, T. Martin McGinnity
, Sonya A. Coleman
, Ammar Belatreche:
Stock price prediction based on stock-specific and sub-industry-specific news articles. IJCNN 2015: 1-8 - [c116]Philip J. Vance, Sonya A. Coleman
, Dermot Kerr, Gautham P. Das, T. Martin McGinnity
:
Modelling of a retinal ganglion cell with simple spiking models. IJCNN 2015: 1-8 - [c115]Jinling Wang, Ammar Belatreche, Liam P. Maguire
, T. Martin McGinnity
:
Dynamically Evolving Spiking Neural network for pattern recognition. IJCNN 2015: 1-8 - [c114]Min Jing, Bryan W. Scotney, Sonya A. Coleman
, T. Martin McGinnity
:
A novel spiral addressing scheme for rectangular images. MVA 2015: 102-105 - [c113]Alicia Costalago Meruelo
, Pedro Machado, Kofi Appiah, T. Martin McGinnity:
Si elegans: A Computational Model of C. elegans Muscle Response to Light. NEUROTECHNIX 2015: 121-126 - [c112]Yauheniya Shynkevich, T. Martin McGinnity
, Sonya A. Coleman
, Ammar Belatreche:
Predicting Stock Price Movements Based on Different Categories of News Articles. SSCI 2015: 703-710 - [c111]Fan Sun, Ammar Belatreche, Sonya A. Coleman
, Thomas Martin McGinnity
, Yuhua Li:
Sentiment Classification in the Financial Domain Using? SVM and Multi-Objective Optimisation. SSCI 2015: 910-916 - 2014
- [j64]Jinling Wang, Ammar Belatreche, Liam P. Maguire
, Thomas Martin McGinnity
:
An online supervised learning method for spiking neural networks with adaptive structure. Neurocomputing 144: 526-536 (2014) - [j63]Hongmei He
, Thomas Martin McGinnity
, Sonya A. Coleman
, Bryan Gardiner
:
Linguistic Decision Making for Robot Route Learning. IEEE Trans. Neural Networks Learn. Syst. 25(1): 203-215 (2014) - [j62]Vaibhav Gandhi, Girijesh Prasad, Damien Coyle
, Laxmidhar Behera, Thomas Martin McGinnity
:
Quantum Neural Network-Based EEG Filtering for a Brain-Computer Interface. IEEE Trans. Neural Networks Learn. Syst. 25(2): 278-288 (2014) - [j61]Vaibhav Gandhi, Girijesh Prasad, Damien Coyle
, Laxmidhar Behera, Thomas Martin McGinnity
:
EEG-Based Mobile Robot Control Through an Adaptive Brain-Robot Interface. IEEE Trans. Syst. Man Cybern. Syst. 44(9): 1278-1285 (2014) - [c110]Eduardo A. Gerlein, T. Martin McGinnity, Ammar Belatreche, Sonya A. Coleman, Yuhua Li:
Hardware-based agent modelling: event-driven reactive architecture (EDRA). AAMAS 2014: 1497-1498 - [c109]Scott McDonald, Sonya A. Coleman
, T. Martin McGinnity
, Yuhua Li, Ammar Belatreche:
A comparison of forecasting approaches for capital markets. CIFEr 2014: 32-39 - [c108]Yi Cao
, Yuhua Li, Sonya A. Coleman
, Ammar Belatreche, Thomas Martin McGinnity
:
Detecting price manipulation in the financial market. CIFEr 2014: 77-84 - [c107]Yi Cao
, Yuhua Li, Sonya A. Coleman
, Ammar Belatreche, Thomas Martin McGinnity
:
Detecting wash trade in the financial market. CIFEr 2014: 85-91 - [c106]Fan Sun, Ammar Belatreche, Sonya A. Coleman
, T. Martin McGinnity
, Yuhua Li:
Pre-processing online financial text for sentiment classification: A natural language processing approach. CIFEr 2014: 122-129 - [c105]Eduardo A. Gerlein, T. Martin McGinnity
, Ammar Belatreche, Sonya A. Coleman
, Yuhua Li:
Multi-agent pre-trade analysis acceleration in FPGA. CIFEr 2014: 262-269 - [c104]Yauheniya Shynkevich, T. Martin McGinnity
, Sonya A. Coleman
, Yuhua Li, Ammar Belatreche:
Forecasting stock price directional movements using technical indicators: Investigating window size effects on one-step-ahead forecasting. CIFEr 2014: 341-348 - [c103]Emmett Kerr
, T. Martin McGinnity
, Sonya A. Coleman
:
Material classification based on thermal and surface texture properties evaluated against human performance. ICARCV 2014: 444-449 - [c102]Dermot Kerr, T. Martin McGinnity, Sonya A. Coleman
:
Modelling and Analysis of Retinal Ganglion Cells Through System Identification. IJCCI (NCTA) 2014: 158-164 - [c101]Axel W. Blau
, Frank Callaly, Seamus Cawley, Aedan Coffey, Alessandro De Mauro
, Gorka Epelde
, Lorenzo Ferrara
, Finn Krewer, Carlo Liberale, Pedro Machado
, Gregory Maclair
, Thomas Martin McGinnity
, Fearghal Morgan, Andoni Mujika, Alessandro Petrushin, Gautier Robin, John J. Wade
:
The Si elegans Project - The Challenges and Prospects of Emulating Caenorhabditis elegans. Living Machines 2014: 436-438 - [c100]Pedro Machado
, John J. Wade
, T. Martin McGinnity
:
Si elegans: FPGA hardware emulation of C. elegans nematode nervous system. NaBIC 2014: 65-71 - [c99]Pedro Machado, John J. Wade, T. Martin McGinnity:
Si elegans - Computational Modelling of C. elegans Nematode Nervous System using FPGAs. NEUROTECHNIX 2014: 169-176 - [c98]Axel W. Blau, Frank Callaly, Seamus Cawley, Aedan Coffey, Alessandro De Mauro, Gorka Epelde
, Lorenzo Ferrara, Finn Krewer, Carlo Liberale, Pedro Machado, Gregory Maclair, Thomas Martin McGinnity, Fearghal Morgan, Andoni Mujika, Alexey Petrushin, Gautier Robin, John J. Wade:
Exploring Neural Principles with Si elegans, a Neuromimetic Representation of the Nematode Caenorhabditis elegans. NEUROTECHNIX 2014: 189-194 - [c97]Gautham P. Das, Thomas Martin McGinnity
, Sonya A. Coleman
:
Simultaneous allocations of multiple tightly-coupled multi-robot tasks to coalitions of heterogeneous robots. ROBIO 2014: 1198-1204 - [c96]Philip J. Vance, Gautham P. Das, Thomas Martin McGinnity
, Sonya A. Coleman
, Liam P. Maguire
:
Novelty detection in user behavioural models within ambient assisted living applications: An experimental evaluation. ROBIO 2014: 1868-1873 - 2013
- [j60]Qingxiang Wu, T. Martin McGinnity
, Liam P. Maguire
, Rongtai Cai, Meigui Chen:
A visual attention model based on hierarchical spiking neural networks. Neurocomputing 116: 3-12 (2013) - [j59]Pawan Goyal, Laxmidhar Behera, T. Martin McGinnity
:
A novel neighborhood based document smoothing model for information retrieval. Inf. Retr. 16(3): 391-425 (2013) - [j58]Xingfeng Li, Damien Coyle
, Liam P. Maguire
, Thomas Martin McGinnity
:
A Least Trimmed Square Regression Method for Second Level fMRI Effective Connectivity Analysis. Neuroinformatics 11(1): 105-118 (2013) - [j57]Pawan Goyal, Laxmidhar Behera, Thomas Martin McGinnity
:
A Context-Based Word Indexing Model for Document Summarization. IEEE Trans. Knowl. Data Eng. 25(8): 1693-1705 (2013) - [c95]Anjan Kumar Ray, Gang Leng, T. Martin McGinnity, Sonya A. Coleman, Liam P. Maguire:
Dynamically Reconfigurable Online Self-organising Fuzzy Neural Network with Variable Number of Inputs for Smart Home Application. IJCCI 2013: 507-514 - [c94]Vaibhav Gandhi, Thomas Martin McGinnity
:
Quantum neural network based surface EMG signal filtering for control of robotic hand. IJCNN 2013: 1-7 - [c93]Dermot Kerr, Sonya A. Coleman
, T. Martin McGinnity
, Marine Clogenson:
Biologically inspired intensity and range image feature extraction. IJCNN 2013: 1-8 - [c92]Scott McDonald, Sonya A. Coleman
, T. Martin McGinnity
, Yuhua Li
:
A hybrid forecasting approach using ARIMA models and self-organising fuzzy neural networks for capital markets. IJCNN 2013: 1-7 - [c91]Emmett Kerr
, T. Martin McGinnity
, Sonya A. Coleman
:
Material classification based on thermal properties - A robot and human evaluation. ROBIO 2013: 1048-1053 - [c90]Yi Cao
, Yuhua Li
, Sonya A. Coleman
, Ammar Belatreche, T. Martin McGinnity
:
A Hidden Markov Model with Abnormal States for Detecting Stock Price Manipulation. SMC 2013: 3014-3019 - [p3]Ulrich Nehmzow, Yiannis Gatsoulis, Emmett Kerr
, Joan Condell, Nazmul H. Siddique, T. Martin McGinnity
:
Novelty Detection as an Intrinsic Motivation for Cumulative Learning Robots. Intrinsically Motivated Learning in Natural and Artificial Systems 2013: 185-207 - 2012
- [j56]Indrazno Siradjuddin
, T. Martin McGinnity
, Sonya A. Coleman
, Laxmidhar Behera:
An iterative robot-image Jacobian approximation of image-based visual servoing for joint limit avoidance. Int. J. Mechatronics Autom. 2(4): 227-239 (2012) - [j55]KongFatt Wong-Lin
, Alok Joshi, Girijesh Prasad, T. Martin McGinnity
:
Network properties of a computational model of the dorsal raphe nucleus. Neural Networks 32: 15-25 (2012) - [j54]Lorenzo Riano, T. Martin McGinnity
:
Automatically composing and parameterizing skills by evolving Finite State Automata. Robotics Auton. Syst. 60(4): 639-650 (2012) - [j53]Bryan Gardiner
, Sonya A. Coleman
, T. Martin McGinnity
, Hongmei He
:
Robot control code generation by task demonstration in a dynamic environment. Robotics Auton. Syst. 60(12): 1508-1519 (2012) - [j52]Min Jing, T. Martin McGinnity
, Sonya A. Coleman
, Huaizhong Zhang
, Armin Fuchs, J. A. Scott Kelso:
Enhancement of Fiber Orientation Distribution Reconstruction in Diffusion-Weighted Imaging by Single Channel Blind Source Separation. IEEE Trans. Biomed. Eng. 59(2): 363-373 (2012) - [j51]Sivalogeswaran Ratnasingam, T. Martin McGinnity
:
Chromaticity Space for Illuminant Invariant Recognition. IEEE Trans. Image Process. 21(8): 3612-3623 (2012) - [j50]Pawan Goyal, Laxmidhar Behera, Thomas Martin McGinnity
:
Query Representation through Lexical Association for Information Retrieval. IEEE Trans. Knowl. Data Eng. 24(12): 2260-2273 (2012) - [j49]Julie A. Wall, Liam McDaid, Liam P. Maguire
, Thomas Martin McGinnity
:
Spiking Neural Network Model of Sound Localization Using the Interaural Intensity Difference. IEEE Trans. Neural Networks Learn. Syst. 23(4): 574-586 (2012) - [c89]Lorenzo Riano, T. Martin McGinnity:
Autonomous Skills Creation and Integration in Robotics. AAAI Spring Symposium: Designing Intelligent Robots 2012 - [c88]Lorenzo Riano, T. Martin McGinnity
:
A robot that autonomously improves skills by evolving computational graphs. IEEE Congress on Evolutionary Computation 2012: 1-8 - [c87]Dermot Kerr, Sonya A. Coleman
, Thomas Martin McGinnity
, Qingxiang Wu, Marine Clogenson:
A novel approach to robot vision using a hexagonal grid and spiking neural networks. IJCNN 2012: 1-7 - [c86]Indrazno Siradjuddin
, Laxmidhar Behera, Thomas Martin McGinnity
, Sonya A. Coleman
:
A position based visual tracking system for a 7 DOF robot manipulator using a Kinect camera. IJCNN 2012: 1-7 - [c85]Giuseppe Amato
, Mathias Broxvall, Stefano Chessa
, Mauro Dragone
, Claudio Gennaro, Rafa López, Liam P. Maguire
, T. Martin McGinnity
, Alessio Micheli, Arantxa Rentería
, Gregory M. P. O'Hare
, Federico Pecora
:
Robotic UBIquitous COgnitive Network. ISAmI 2012: 191-195 - [c84]Muhammad Naeem, T. Martin McGinnity
, David R. Watson, KongFatt Wong-Lin
, Girijesh Prasad, J. A. Scott Kelso:
Inter-brain Mutual Information in Social Interaction Tasks. PRNI 2012: 25-28 - [c83]Yiannis Gatsoulis, Christopher Burbridge, T. Martin McGinnity
:
Biologically inspired intrinsically motivated learning for service robots based on novelty detection and habituation. ROBIO 2012: 464-469 - [c82]Yiannis Gatsoulis, Indrazno Siradjuddin
, T. Martin McGinnity
:
Primitive action learning using fuzzy neural networks. ROBIO 2012: 1513-1517 - [c81]Anjan Kumar Ray, Gang Leng, T. Martin McGinnity
, Sonya A. Coleman
, Liam P. Maguire
:
Development of Cognitive Capabilities for Smart Home Using a Self-Organizing Fuzzy Neural Network. SyRoCo 2012: 447-454 - 2011
- [j48]Lorenzo Riano, T. Martin McGinnity
:
Quantifying the role of complexity in a system's performance. Evol. Syst. 2(3): 189-198 (2011) - [j47]