| 2021 | ICANN | Computational Approach to Identifying Contrast-Driven Retinal Ganglion Cells. | Richard Gault, Philip J. Vance, T. Martin McGinnity, Sonya Coleman, Dermot Kerr |
| 2019 | ICANN | NatCSNN: A Convolutional Spiking Neural Network for Recognition of Objects Extracted from Natural Images. | Pedro Machado, Georgina Cosma, T. Martin McGinnity |
| 2019 | IJCNN | Transfer Entropy Based Connectivity Estimation of Spontaneously Firing Hippocampal Cultures on Multi Electrode Arrays. | Nikesh Lama, Alan Hargreaves, Bob Stevens, T. Martin McGinnity |
| 2018 | CVPR | Measurement of Capillary Refill Time (CRT) in Healthy Subjects Using a Robotic Hand. | Emmett Kerr, Sonya A. Coleman, T. Martin McGinnity, Andrea Shepherd |
| 2018 | IJCNN | Spike Train Synchrony Analysis of Neuronal Cultures. | Nikesh Lama, Alan Hargreaves, Bob Stevens, T. Martin McGinnity |
| 2018 | IJCNN | Bio-Inspired Ganglion Cell Models for Detecting Horizontal and Vertical Movements. | Pedro Machado, Andreas Oikonomou, Georgina Cosma, T. Martin McGinnity |
| 2017 | ICRA | Reliable object handover through tactile force sensing and effort control in the Shadow Robot hand. | Augusto Gomez Eguiluz, Iaki Ra, Sonya A. Coleman, T. Martin McGinnity |
| 2017 | RO-MAN | Towards robot-human reliable hand-over: Continuous detection of object perturbation force direction. | Augusto Gomez Eguiluz, Iaki Ra, Sonya A. Coleman, T. Martin McGinnity |
| 2016 | IJCNN | C. elegans behavioural response germane to Hardware modelling. | Kofi Appiah, Pedro Machado, Alicia Costalago Meruelo, T. Martin McGinnity |
| 2016 | IJCNN | Continuous material identification through tactile sensing. | Augusto Gomez Eguiluz, Iaki Ra, Sonya A. Coleman, T. Martin McGinnity |
| 2016 | IJCNN | Modelling the generation of tinnitus in a silent environment. | Richard Gault, T. Martin McGinnity, Sonya A. Coleman |
| 2016 | IJCNN | Si elegans: Evaluation of an innovative optical synaptic connectivity method for C. elegans Phototaxis using FPGAs. | Pedro Machado, Alicia Costalago Meruelo, Nikesh Lama, David Ada Adama, Kofi Appiah, T. Martin McGinnity, Alexey Petrushin, Lorenzo Ferrara, Axel W. Blau |
| 2016 | IJCNN | Challenges in clustering C. elegans neurons using computational approaches. | Alicia Costalago Meruelo, Pedro Machado, Kofi Appiah, T. Martin McGinnity |
| 2016 | IJCNN | A metagenomic hybrid classifier for paediatric inflammatory bowel disease. | Benjamin Wingfield, Sonya A. Coleman, T. Martin McGinnity, Anthony J. Bjourson |
| 2016 | IROS | A multi-modal approach to continuous material identification through tactile sensing. | Augusto Gomez Eguiluz, Iaki Ra, Sonya A. Coleman, T. Martin McGinnity |
| 2015 | ICIP | Biologically motivated spiral architecture for fast video processing. | Min Jing, Sonya A. Coleman, Bryan W. Scotney, T. Martin McGinnity |
| 2015 | ICONIP | SpikeComp: An Evolving Spiking Neural Network with Adaptive Compact Structure for Pattern Classification. | Jinling Wang, Ammar Belatreche, Liam P. Maguire, T. Martin McGinnity |
| 2015 | IJCNN | Towards pulse detection and rhythm analysis using a biomimetic fingertip. | Emmett Kerr, T. Martin McGinnity, Sonya A. Coleman, Andrea Shepherd |
| 2015 | IJCNN | Si elegans: Hardware architecture and communications protocol. | Pedro Machado, Kofi Appiah, T. Martin McGinnity, John J. Wade |
| 2015 | IJCNN | Modelling retinal ganglion cells using self-organising fuzzy neural networks. | Scott McDonald, Dermot Kerr, Sonya A. Coleman, Philip J. Vance, T. Martin McGinnity |
| 2015 | IJCNN | Stock price prediction based on stock-specific and sub-industry-specific news articles. | Yauheniya Shynkevich, T. Martin McGinnity, Sonya A. Coleman, Ammar Belatreche |
| 2015 | IJCNN | Modelling of a retinal ganglion cell with simple spiking models. | Philip J. Vance, Sonya A. Coleman, Dermot Kerr, Gautham P. Das, T. Martin McGinnity |
| 2015 | IJCNN | Dynamically Evolving Spiking Neural network for pattern recognition. | Jinling Wang, Ammar Belatreche, Liam P. Maguire, T. Martin McGinnity |
| 2015 | MVA | A novel spiral addressing scheme for rectangular images. | Min Jing, Bryan W. Scotney, Sonya A. Coleman, T. Martin McGinnity |
| 2014 | ICARCV | Material classification based on thermal and surface texture properties evaluated against human performance. | Emmett Kerr, T. Martin McGinnity, Sonya A. Coleman |
| 2014 | IJCCI | Modelling and Analysis of Retinal Ganglion Cells Through System Identification. | Dermot Kerr, T. Martin McGinnity, Sonya A. Coleman |
| 2013 | IJCCI | Dynamically Reconfigurable Online Self-organising Fuzzy Neural Network with Variable Number of Inputs for Smart Home Application. | Anjan Kumar Ray, Gang Leng, T. Martin McGinnity, Sonya A. Coleman, Liam P. Maguire |
| 2013 | IJCNN | Biologically inspired intensity and range image feature extraction. | Dermot Kerr, Sonya A. Coleman, T. Martin McGinnity, Marine Clogenson |
| 2013 | IJCNN | A hybrid forecasting approach using ARIMA models and self-organising fuzzy neural networks for capital markets. | Scott McDonald, Sonya A. Coleman, T. Martin McGinnity, Yuhua Li |
| 2013 | SMC | A Hidden Markov Model with Abnormal States for Detecting Stock Price Manipulation. | Yi Cao, Yuhua Li, Sonya A. Coleman, Ammar Belatreche, T. Martin McGinnity |
| 2012 | CEC | A robot that autonomously improves skills by evolving computational graphs. | Lorenzo Riano, T. Martin McGinnity |
| 2011 | IJCCI | Biologically Inspired Edge Detection using Spiking Neural Networks and Hexagonal Images. | Marine Clogenson, Dermot Kerr, T. Martin McGinnity, Sonya A. Coleman, Qingxiang Wu |
| 2011 | IJCCI | Spiking Hierarchical Neural Network for Corner Detection. | Dermot Kerr, T. Martin McGinnity, Sonya A. Coleman, Qingxiang Wu, Marine Clogenson |
| 2011 | IJCNN | EEG denoising with a recurrent quantum neural network for a brain-computer interface. | Vaibhav Gandhi, Vipul Arora, Laxmidhar Behera, Girijesh Prasad, Damien Coyle, T. Martin McGinnity |
| 2011 | IJCNN | A spiking neural network for tactile form based object recognition. | Sivalogeswaran Ratnasingam, T. Martin McGinnity |
| 2011 | IJCNN | A comparison of sound localisation techniques using cross-correlation and spiking neural networks for mobile robotics. | Julie A. Wall, T. Martin McGinnity, Liam P. Maguire |
| 2011 | IJCNN | A spiking neuronal network model of the dorsal raphe nucleus. | KongFatt Wong-Lin, Girijesh Prasad, T. Martin McGinnity |
| 2011 | IROS | A fast distributed auction and consensus process using parallel task allocation and execution. | Gautham P. Das, T. Martin McGinnity, Sonya A. Coleman, Laxmidhar Behera |
| 2011 | ISDA | Biologically inspired edge detection. | Dermot Kerr, Sonya A. Coleman, T. Martin McGinnity, Qingxiang Wu, Marine Clogenson |
| 2010 | IJCNN | Application of biologically inspired neural oscillators to colour image segmentation. | Ammar Belatreche, Liam P. Maguire, T. Martin McGinnity, Arfan Ghani, Liam McDaid |
| 2010 | IJCNN | On utilizing self-organizing fuzzy neural networks for financial forecasts in the NN5 forecasting competition. | Damien Coyle, Girijesh Prasad, T. Martin McGinnity |
| 2010 | IJCNN | Predictive-spectral-spatial preprocessing for a multiclass brain-computer interface. | Damien Coyle, Abdul Rehman Satti, T. Martin McGinnity |
| 2009 | FPL | Emulating Spiking Neural Networks for edge detection on FPGA hardware. | Brendan P. Glackin, Jim Harkin, T. Martin McGinnity, Liam P. Maguire, Qingxiang Wu |
| 2009 | IC3K | Entailment of Causal Queries in Narratives using Action Language. | Pawan Goyal, Laxmidhar Behera, T. Martin McGinnity |
| 2009 | ICANN | Robospike Sensory Processing for a Mobile Robot Using Spiking Neural Networks. | Michael F. Mc Bride, T. Martin McGinnity, Liam P. Maguire |
| 2009 | ICANN | Review of Neuron Types in the Retina: Information Models for Neuroengineering. | German D. Valderrama-Gonzalez, T. Martin McGinnity, Liam P. Maguire, Qingxiang Wu |
| 2009 | ICNC | Detection of Straight Lines Using a Spiking Neural Network Model. | Qingxiang Wu, T. Martin McGinnity, Liam P. Maguire, German D. Valderrama-Gonzalez, Jianyong Cai |
| 2008 | ICANN | Neuro-inspired Speech Recognition with Recurrent Spiking Neurons. | Arfan Ghani, T. Martin McGinnity, Liam P. Maguire, Jim Harkin |
| 2008 | IJCNN | A multi-class brain-computer interface with SOFNN-based prediction preprocessing. | Damien Coyle, T. Martin McGinnity, Girijesh Prasad |
| 2008 | IJCNN | Spiking neuron models of the medial and lateral superior olive for sound localisation. | Julie A. Wall, Liam McDaid, Liam P. Maguire, T. Martin McGinnity |
| 2007 | SMC | A framework for autonomic software. | Bridget Meehan, Girijesh Prasad, T. Martin McGinnity |
| 2006 | FPL | Area Efficient Architecture for Large Scale Implementation of Biologically Plausible Spiking Neural Networks on Reconfigurable Hardware. | Arfan Ghani, T. Martin McGinnity, Liam P. Maguire, Jim Harkin |
| 2006 | ICANN | A Time Multiplexing Architecture for Inter-neuron Communications. | Fergal Tuffy, Liam McDaid, T. Martin McGinnity, Jose Santos, Peter M. Kelly, Vunfu Wong Kwan, John Alderman |
| 2006 | IJCNN | A Supervised STDP Based Training Algorithm with Dynamic Threshold Neurons. | Thomas J. Strain, Liam McDaid, Liam P. Maguire, T. Martin McGinnity |
| 2006 | IJCNN | Inter-Neuron Communications for Large-Scale Neural Networks using Capacitive Coupling. | Fergal Tuffy, Liam McDaid, Vunfu Wong Kwan, John Alderman, T. Martin McGinnity, Peter M. Kelly, Jose A. Santos |
| 2005 | CEC | A symbiosis algorithm for robotic control. | K. M. Ward, Mia Nazmul Haque Siddique, Liam P. Maguire, T. Martin McGinnity |
| 2005 | ICANN | Comparative Investigation into Classical and Spiking Neuron Implementations on FPGAs. | Simon Johnston, Girijesh Prasad, Liam P. Maguire, T. Martin McGinnity |
| 2005 | ICITA | Client-Server Architecture for Collaborative Remote Experimentation. | Michael J. Callaghan, Jim Harkin, Mehdi El-Gueddari, T. Martin McGinnity, Liam P. Maguire |
| 2005 | ICITA | Evolving Task Specific Algorithms for Machine Vision Applications. | Michael J. Callaghan, T. Martin McGinnity, Liam McDaid |
| 2005 | ICITA | Intelligent User-Support in Learning Environments for Remote Experimentation. | Jim Harkin, Michael J. Callaghan, T. Martin McGinnity, Liam P. Maguire |
| 2005 | ICNC | Adaptive Co-ordinate Transformation Based on a Spike Timing-Dependent Plasticity Learning Paradigm. | Qingxiang Wu, T. Martin McGinnity, Liam P. Maguire, Ammar Belatreche, Brendan P. Glackin |
| 2005 | IWANN | A Novel Approach for the Implementation of Large Scale Spiking Neural Networks on FPGA Hardware. | Brendan P. Glackin, T. Martin McGinnity, Liam P. Maguire, Qingxiang Wu, Ammar Belatreche |
| 2005 | IWANN | A Quaternary CLB Design Using Quantum Device Technology on Silicon for FPGA Neural Network Architectures. | Peter M. Kelly, T. Martin McGinnity, Liam P. Maguire, L. J. McDaid |
| 2005 | SMC | Evolving learning mechanism for a general computing network model. | Qingxiang Wu, T. Martin McGinnity, Girijesh Prasad, David A. Bell |
| 2004 | FDL | VHDL-AMS code gneration from UML structural representations. | Caitriona T. Carr, T. Martin McGinnity, L. J. McDaid |
| 2004 | SMC | Cost effectiveness issues in remote experimentation. | Michael J. Callaghan, Jim Harkin, T. Martin McGinnity, Liam P. Maguire |
| 2004 | SMC | Third order loose coupled hybrid intelligent system for machine vision applications. | Michael J. Callaghan, T. Martin McGinnity, L. J. McDaid |
| 2003 | FPL | On-chip and Off-chip Real-Time Debugging for Remotely-Accessed Embedded Programmable Systems. | Jim Harkin, Michael J. Callaghan, Chris Peters, T. Martin McGinnity, Liam P. Maguire |
| 2003 | IWANN | A Binary Multiplier Using RTD Based Threshold Logic Gates. | Peter M. Kelly, C. J. Thompson, T. Martin McGinnity, Liam P. Maguire |
| 2003 | SMC | Integrated architecture for remote experimentation. | Michael J. Callaghan, Jim Harkin, Girijesh Prasad, T. Martin McGinnity, Liam P. Maguire |
| 2001 | FPL | Hardware-Software Partitioning: A Reconfigurable and Evolutionary Computing Approach. | Jim Harkin, T. Martin McGinnity, Liam P. Maguire |
| 2000 | FCCM | Accelerating Embedded Applications using Dynamically Reconfigurable Hardware and Evolutionary Algorithms. | Jim Harkin, T. Martin McGinnity, Liam P. Maguire |