| 2026 | ISCAS | FPGA-Based Spiking Neural Network AutoEncoders for Real-Time Anomaly Detection in LHC Physics. | Aqib Javed, Barry M. Dillon, Jim Harkin |
| 2025 | ISCAS | Live Demonstration: Smart Watchdog Mechanism for Real-time Fault Detection in RISC-V. | David Simpson, Jim Harkin, Malachy McElholm, Liam McDaid |
| 2025 | ISCAS | Smart Watchdog Mechanism for Fault Detection in RISC-V. | David Simpson, Jim Harkin, Malachy McElholm, Liam McDaid |
| 2023 | IJCCI | Feature Extraction Methods for Neural Networks in the Classification of Structural Health Anomalies. | Natasha Hamilton, Jim Harkin, Liam McDaid, Junxiu Liu, Eoghan Furey |
| 2023 | ISCAS | LIPSFUS: A neuromorphic dataset for audio-visual sensory fusion of lip reading. | Antonio Rios-Navarro, Enrique Piero-Fuentes, Salvador Canas-Moreno, Aqib Javed, Jim Harkin, Alejandro Linares-Barranco |
| 2020 | DATE | AstroByte: Multi-FPGA Architecture for Accelerated Simulations of Spiking Astrocyte Neural Networks. | Shvan Karim, Jim Harkin, Liam McDaid, Bryan Gardiner, Junxiu Liu |
| 2020 | IJCNN | Computational Study of Astroglial Calcium Homeostasis in a Semi-isolated Synaptic Cleft. | Marinus Toman, John Joseph Wade, Liam McDaid, Jim Harkin |
| 2020 | ISCAS | Exploring Spiking Neural Networks for Prediction of Traffic Congestion in Networks-on-Chip. | Aqib Javed, Jim Harkin, Liam McDaid, Junxiu Liu |
| 2019 | ICANN | Autonomous Learning Paradigm for Spiking Neural Networks. | Junxiu Liu, Liam McDaid, Jim Harkin, Shvan Karim, Anju P. Johnson, David M. Halliday, Andy M. Tyrrell, Jon Timmis, Alan G. Millard, James A. Hilder |
| 2018 | ISCAS | FPGA-based Fault-injection and Data Acquisition of Self-repairing Spiking Neural Network Hardware. | Shvan Karim, Jim Harkin, Liam McDaid, Bryan Gardiner, Junxiu Liu, David M. Halliday, Andy M. Tyrrell, Jon Timmis, Alan G. Millard, Anju P. Johnson |
| 2018 | VLSID | Fault-Tolerant Learning in Spiking Astrocyte-Neural Networks on FPGAs. | Anju P. Johnson, Junxiu Liu, Alan G. Millard, Shvan Karim, Andy M. Tyrrell, Jim Harkin, Jon Timmis, Liam McDaid, David M. Halliday |
| 2017 | ICONIP | Self-repairing Learning Rule for Spiking Astrocyte-Neuron Networks. | Junxiu Liu, Liam McDaid, Jim Harkin, John J. Wade, Shvan Karim, Anju P. Johnson, Alan G. Millard, David M. Halliday, Andy M. Tyrrell, Jon Timmis |
| 2017 | IWANN | An Extended Algorithm Using Adaptation of Momentum and Learning Rate for Spiking Neurons Emitting Multiple Spikes. | Yuling Luo, Qiang Fu, Junxiu Liu, Jim Harkin, Liam McDaid, Yi Cao |
| 2016 | ICANN | Hierarchical Networks-on-Chip Interconnect for Astrocyte-Neuron Network Hardware. | Junxiu Liu, Jim Harkin, Liam McDaid, George Martin |
| 2016 | IJCNN | Self-repairing mobile robotic car using astrocyte-neuron networks. | Junxiu Liu, Jim Harkin, Liam McDaid, David M. Halliday, Andy M. Tyrrell, Jon Timmis |
| 2016 | ISCAS | Self-repairing hardware with astrocyte-neuron networks. | Junxiu Liu, Jim Harkin, Liam P. Maguire, Liam McDaid, John J. Wade, Malachy McElholm |
| 2015 | ICA3PP | Fine-Grained Fault-Tolerant Adaptive Routing for Networks-on-Chip. | Junxiu Liu, Jim Harkin, Liam P. Maguire, Yuhua Li, Lei Wan, Yuling Luo |
| 2015 | ICONIP | Bio-Inspired Hybrid Framework for Multi-view Face Detection. | Niall McCarroll, Ammar Belatreche, Jim Harkin, Yuhua Li |
| 2015 | IJCNN | Bio-inspired hierarchical framework for multi-view face detection and pose estimation. | Niall McCarroll, Ammar Belatreche, Jim Harkin, Yuhua Li |
| 2015 | ISCAS | Case study: Bio-inspired self-adaptive strategy for spike-based PID controller. | Junxiu Liu, Jim Harkin, Malachy McElholm, Liam McDaid, Angel Jimnez-Fernandez, Alejandro Linares-Barranco |
| 2011 | ICANN | Adaptive Routing Strategies for Large Scale Spiking Neural Network Hardware Implementations. | Snaider Carrillo, Jim Harkin, Liam McDaid, Sandeep Pande, Seamus Cawley, Fearghal Morgan |
| 2011 | IJCCI | Addressing the Hardware Resource Requirements of Network-on-chip based Neural Architectures. | Sandeep Pande, Fearghal Morgan, Seamus Cawley, Brian McGinley, Jim Harkin, Snaider Carrillo, Liam McDaid |
| 2011 | IJCNN | Exploring retrograde signaling via astrocytes as a mechanism for self repair. | John J. Wade, Liam McDaid, Jim Harkin, Vincenzo Crunelli, J. A. Scott Kelso, Valeriu Beiu |
| 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 |
| 2008 | FPL | Reconfigurable platforms and the challenges for large-scale implementations of spiking neural networks. | Jim Harkin, Fearghal Morgan, Steve Hall, Piotr Dudek, Thomas Dowrick, Liam McDaid |
| 2008 | ICANN | Neuro-inspired Speech Recognition with Recurrent Spiking Neurons. | Arfan Ghani, T. Martin McGinnity, Liam P. Maguire, Jim Harkin |
| 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 |
| 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 | Intelligent User-Support in Learning Environments for Remote Experimentation. | Jim Harkin, Michael J. Callaghan, T. Martin McGinnity, Liam P. Maguire |
| 2004 | SMC | Cost effectiveness issues in remote experimentation. | Michael J. Callaghan, Jim Harkin, T. Martin McGinnity, Liam P. Maguire |
| 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 | SMC | Integrated architecture for remote experimentation. | Michael J. Callaghan, Jim Harkin, Girijesh Prasad, T. Martin McGinnity, Liam P. Maguire |
| 2002 | SMC | An Internet-based methodology for remotely accessed embedded systems. | Michael J. Callaghan, Jim Harkin, T. M. 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 |