T. Martin McGinnity

ORCID

Publication Activity (10 Years)

Years Active: 1997-2023
Publications (10 Years): 40

Top Venues

Publications

Augusto Gómez Eguíluz, Ignacio Rañó, Sonya A. Coleman, T. Martin McGinnity
A multi-modal approach to continuous material identification through tactile sensing. CoRR (2023)
B. Henderson, Pratheepan Yogarajah, Bryan Gardiner, T. Martin McGinnity
Encoding Kinematic and Temporal Gait Data in an Appearance-Based Feature for the Automatic Classification of Autism Spectrum Disorder. IEEE Access 11 (2023)
Oluwatamilore Orojo, Jonathan A. Tepper, T. Martin McGinnity, Mufti Mahmud
The Multi-Recurrent Neural Network for State-Of-The-Art Time-Series Processing. INNS DLIA@IJCNN (2023)
Hongmei He, John Gray, Angelo Cangelosi, Qinggang Meng, T. Martin McGinnity, Jörn Mehnen
The Challenges and Opportunities of Human-Centered AI for Trustworthy Robots and Autonomous Systems. IEEE Trans. Cogn. Dev. Syst. 14 (4) (2022)
Yong Li, Richard Gault, T. Martin McGinnity
Probabilistic, Recurrent, Fuzzy Neural Network for Processing Noisy Time-Series Data. IEEE Trans. Neural Networks Learn. Syst. 33 (9) (2022)
Mufti Mahmud, M. Shamim Kaiser, T. Martin McGinnity, Amir Hussain
Deep Learning in Mining Biological Data. Cogn. Comput. 13 (1) (2021)
Pedro Machado, Andreas Oikonomou, João Filipe Ferreira, T. Martin McGinnity
HSMD: An Object Motion Detection Algorithm Using a Hybrid Spiking Neural Network Architecture. IEEE Access 9 (2021)
Hongmei He, John Gray, Angelo Cangelosi, Qinggang Meng, T. Martin McGinnity, Jörn Mehnen
The Challenges and Opportunities of Human-Centered AI for Trustworthy Robots and Autonomous Systems. CoRR (2021)
Richard Gault, Philip J. Vance, T. Martin McGinnity, Sonya Coleman, Dermot Kerr
Computational Approach to Identifying Contrast-Driven Retinal Ganglion Cells. ICANN (3) (2021)
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 (2020)
Pedro Machado, Georgina Cosma, T. Martin McGinnity
NatCSNN: A Convolutional Spiking Neural Network for recognition of objects extracted from natural images. CoRR (2019)
Pedro Machado, Georgina Cosma, T. Martin McGinnity
NatCSNN: A Convolutional Spiking Neural Network for Recognition of Objects Extracted from Natural Images. ICANN (1) (2019)
Augusto Gomez Eguiluz, Iñaki Rañó, Sonya A. Coleman, T. Martin McGinnity
Reliable robotic handovers through tactile sensing. Auton. Robots 43 (7) (2019)
Samuel Brandenburg, Pedro Machado, Pranjali Shinde, João Filipe Ferreira, T. Martin McGinnity
Object Classification for Robotic Platforms. ROBOT (2) (2019)
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 (2019)
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 (2019)
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)
Emmett Kerr, T. Martin McGinnity, Sonya A. Coleman
Material recognition using tactile sensing. Expert Syst. Appl. 94 (2018)
Pedro Machado, Andreas Oikonomou, Georgina Cosma, T. Martin McGinnity
Bio-Inspired Ganglion Cell Models for Detecting Horizontal and Vertical Movements. IJCNN (2018)
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) (2018)
Alicia Costalago Meruelo, Pedro Machado, Kofi Appiah, Andoni Mujika, Peter Leskovský, Roberto Álvarez, Gorka Epelde, T. Martin McGinnity
nematode. Neurocomputing 290 (2018)
Nikesh Lama, Alan Hargreaves, Bob Stevens, T. Martin McGinnity
Spike Train Synchrony Analysis of Neuronal Cultures. IJCNN (2018)
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) (2018)
Pranjali Shinde, Pedro Machado, Filipe Neves dos Santos, T. Martin McGinnity
Online Object Trajectory Classification Using FPGA-SoC Devices. UKCI (2018)
Augusto Gomez Eguiluz, Iñaki Rañó, Sonya A. Coleman, T. Martin McGinnity
Multimodal Material identification through recursive tactile sensing. Robotics Auton. Syst. 106 (2018)
Aboozar Taherkhani, Georgina Cosma, T. Martin McGinnity
Deep-FS: A feature selection algorithm for Deep Boltzmann Machines. Neurocomputing 322 (2018)
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)
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)
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)
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 (2017)
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 (2017)
Richard Gault, T. Martin McGinnity, Sonya A. Coleman
Modelling the generation of tinnitus in a silent environment. IJCNN (2016)
Augusto Gomez Eguiluz, Iñaki Rañó, Sonya A. Coleman, T. Martin McGinnity
Continuous material identification through tactile sensing. IJCNN (2016)
Augusto Gomez Eguiluz, Iñaki Rañó, Sonya A. Coleman, T. Martin McGinnity
A multi-modal approach to continuous material identification through tactile sensing. IROS (2016)
Kofi Appiah, Pedro Machado, Alicia Costalago Meruelo, T. Martin McGinnity
C. elegans behavioural response germane to Hardware modelling. IJCNN (2016)
Alicia Costalago Meruelo, Pedro Machado, Kofi Appiah, T. Martin McGinnity
Challenges in clustering C. elegans neurons using computational approaches. IJCNN (2016)
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)
Benjamin Wingfield, Sonya A. Coleman, T. Martin McGinnity, Anthony J. Bjourson
A metagenomic hybrid classifier for paediatric inflammatory bowel disease. IJCNN (2016)
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)
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 (2016)
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)
Pedro Machado, Kofi Appiah, T. Martin McGinnity, John J. Wade
Si elegans: Hardware architecture and communications protocol. IJCNN (2015)
Emmett Kerr, T. Martin McGinnity, Sonya A. Coleman, Andrea Shepherd
Towards pulse detection and rhythm analysis using a biomimetic fingertip. IJCNN (2015)
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) (2015)
Min Jing, Bryan W. Scotney, Sonya A. Coleman, T. Martin McGinnity
A novel spiral addressing scheme for rectangular images. MVA (2015)
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)
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)
Alicia Costalago Meruelo, Pedro Machado, Kofi Appiah, T. Martin McGinnity
Si elegans: A Computational Model of C. elegans Muscle Response to Light. NEUROTECHNIX (2015)
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) (2015)
Yiannis Gatsoulis, T. Martin McGinnity
Intrinsically motivated learning systems based on biologically-inspired novelty detection. Robotics Auton. Syst. 68 (2015)
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 (2015)
Yauheniya Shynkevich, T. Martin McGinnity, Sonya A. Coleman, Ammar Belatreche
Predicting Stock Price Movements Based on Different Categories of News Articles. SSCI (2015)
Jinling Wang, Ammar Belatreche, Liam P. Maguire, T. Martin McGinnity
Dynamically Evolving Spiking Neural network for pattern recognition. IJCNN (2015)
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)
Min Jing, Sonya A. Coleman, Bryan W. Scotney, T. Martin McGinnity
Biologically motivated spiral architecture for fast video processing. ICIP (2015)
Dermot Kerr, T. Martin McGinnity, Sonya A. Coleman, Marine Clogenson
A biologically inspired spiking model of visual processing for image feature detection. Neurocomputing 158 (2015)
Emmett Kerr, T. Martin McGinnity, Sonya A. Coleman
Material classification based on thermal and surface texture properties evaluated against human performance. ICARCV (2014)
Eduardo A. Gerlein, T. Martin McGinnity, Ammar Belatreche, Sonya A. Coleman, Yuhua Li
Hardware-based agent modelling: event-driven reactive architecture (EDRA). AAMAS (2014)
Pedro Machado, John J. Wade, T. Martin McGinnity
Si elegans: FPGA hardware emulation of C. elegans nematode nervous system. NaBIC (2014)
Dermot Kerr, T. Martin McGinnity, Sonya A. Coleman
Modelling and Analysis of Retinal Ganglion Cells Through System Identification. IJCCI (NCTA) (2014)
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)
Pedro Machado, John J. Wade, T. Martin McGinnity
Si elegans - Computational Modelling of C. elegans Nematode Nervous System using FPGAs. NEUROTECHNIX (2014)
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)
Eduardo A. Gerlein, T. Martin McGinnity, Ammar Belatreche, Sonya A. Coleman, Yuhua Li
Multi-agent pre-trade analysis acceleration in FPGA. CIFEr (2014)
Scott McDonald, Sonya A. Coleman, T. Martin McGinnity, Yuhua Li, Ammar Belatreche
A comparison of forecasting approaches for capital markets. CIFEr (2014)
Qingxiang Wu, T. Martin McGinnity, Liam P. Maguire, Rongtai Cai, Meigui Chen
A visual attention model based on hierarchical spiking neural networks. Neurocomputing 116 (2013)
Pawan Goyal, Laxmidhar Behera, T. Martin McGinnity
A novel neighborhood based document smoothing model for information retrieval. Inf. Retr. 16 (3) (2013)
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)
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)
Emmett Kerr, T. Martin McGinnity, Sonya A. Coleman
Material classification based on thermal properties - A robot and human evaluation. ROBIO (2013)
Dermot Kerr, Sonya A. Coleman, T. Martin McGinnity, Marine Clogenson
Biologically inspired intensity and range image feature extraction. IJCNN (2013)
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)
Yiannis Gatsoulis, Christopher Burbridge, T. Martin McGinnity
Biologically inspired intrinsically motivated learning for service robots based on novelty detection and habituation. ROBIO (2012)
Yiannis Gatsoulis, Indrazno Siradjuddin, T. Martin McGinnity
Primitive action learning using fuzzy neural networks. ROBIO (2012)
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)
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)
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) (2012)
Sivalogeswaran Ratnasingam, T. Martin McGinnity
Chromaticity Space for Illuminant Invariant Recognition. IEEE Trans. Image Process. 21 (8) (2012)
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) (2012)
KongFatt Wong-Lin, Alok Joshi, Girijesh Prasad, T. Martin McGinnity
Network properties of a computational model of the dorsal raphe nucleus. Neural Networks 32 (2012)
Lorenzo Riano, T. Martin McGinnity
A robot that autonomously improves skills by evolving computational graphs. IEEE Congress on Evolutionary Computation (2012)
Lorenzo Riano, T. Martin McGinnity
Autonomous Skills Creation and Integration in Robotics. AAAI Spring Symposium: Designing Intelligent Robots (2012)
Lorenzo Riano, T. Martin McGinnity
Automatically composing and parameterizing skills by evolving Finite State Automata. Robotics Auton. Syst. 60 (4) (2012)
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)
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) (2012)
Dermot Kerr, Sonya A. Coleman, T. Martin McGinnity, Qingxiang Wu, Marine Clogenson
Biologically inspired edge detection. ISDA (2011)
Vaibhav Gandhi, Vipul Arora, Laxmidhar Behera, Girijesh Prasad, Damien Coyle, T. Martin McGinnity
EEG denoising with a recurrent quantum neural network for a brain-computer interface. IJCNN (2011)
Alok Joshi, KongFatt Wong-Lin, T. Martin McGinnity, Girijesh Prasad
A mathematical model to explore the interdependence between the serotonin and orexin/hypocretin systems. EMBC (2011)
Anjan Kumar Ray, T. Martin McGinnity, Laxmidhar Behera, Sonya A. Coleman, Mohammad Jamshidi
Coordinated traffic scheduling for communicating mobile robots. SoSE (2011)
Marine Clogenson, Dermot Kerr, T. Martin McGinnity, Sonya A. Coleman, Qingxiang Wu
Biologically Inspired Edge Detection using Spiking Neural Networks and Hexagonal Images. IJCCI (NCTA) (2011)
Damien Coyle, Girijesh Prasad, T. Martin McGinnity
A self-organising fuzzy neural network with locally recurrent self-adaptive synapses. EAIS (2011)
Qingxiang Wu, T. Martin McGinnity, Liam P. Maguire, Rongtai Cai, Meigui Chen
Simulation of Visual Attention Using Hierarchical Spiking Neural Networks. ICIC (3) (2011)
Yiannis Gatsoulis, Christopher Burbridge, T. Martin McGinnity
Online unsupervised cumulative learning for life-long robot operation. ROBIO (2011)
Lorenzo Riano, T. Martin McGinnity
Quantifying the role of complexity in a system's performance. Evol. Syst. 2 (3) (2011)
Sivalogeswaran Ratnasingam, T. Martin McGinnity
Object recognition based on tactile form perception. RiiSS (2011)
Feng Zhao, T. Martin McGinnity
A Low-Cost Real-Time Three-Dimensional Confocal Fluorescence Endomicroscopy Imaging System. HISB (2011)
KongFatt Wong-Lin, Girijesh Prasad, T. Martin McGinnity
A spiking neuronal network model of the dorsal raphe nucleus. IJCNN (2011)
Shufan Yang, T. Martin McGinnity
A biologically plausible real-time spiking neuron simulation environment based on a multiple-FPGA platform. SIGARCH Comput. Archit. News 39 (4) (2011)
Dermot Kerr, T. Martin McGinnity, Sonya A. Coleman, Qingxiang Wu, Marine Clogenson
Spiking Hierarchical Neural Network for Corner Detection. IJCCI (NCTA) (2011)
Julie A. Wall, T. Martin McGinnity, Liam P. Maguire
A comparison of sound localisation techniques using cross-correlation and spiking neural networks for mobile robotics. IJCNN (2011)

T. Martin McGinnity.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

T. Martin McGinnity