Accelerating Embedded Applications using Dynamically Reconfigurable Hardware and Evolutionary Algorithms. - Jim Harkin; T. Martin McGinnity; Liam P. Maguire (FCCM, 2000)

Hardware-Software Partitioning: A Reconfigurable and Evolutionary Computing Approach. - Jim Harkin; T. Martin McGinnity; Liam P. Maguire (FPL, 2001)

Genetic algorithm driven hardware-software partitioning for dynamically reconfigurable embedded systems. - Jim Harkin; T. Martin McGinnity; Liam P. Maguire (Microprocess. Microsystems, 2001)

An Internet-based methodology for remotely accessed embedded systems. - Michael J. Callaghan; Jim Harkin; T. M. McGinnity; Liam P. Maguire (SMC, 2002)

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 (FPL, 2003)

A Collaborative Environment for Remote Experimentation. - Michael J. Callaghan; Jim Harkin; Chris Peters; T. Martin McGinnity; Liam P. Maguire (MSE, 2003)

Integrated architecture for remote experimentation. - Michael J. Callaghan; Jim Harkin; Girijesh Prasad; T. Martin McGinnity; Liam P. Maguire (SMC, 2003)

Adaptive Intelligent Environment for Remote Experimentation. - Michael J. Callaghan; Jim Harkin; T. Martin McGinnity; Liam P. Maguire (Web Intelligence, 2003)

Cost effectiveness issues in remote experimentation. - Michael J. Callaghan; Jim Harkin; T. Martin McGinnity; Liam P. Maguire (SMC (5), 2004)

Distributed Architecture for Adaptive Intelligent Environments. - Michael J. Callaghan; Mehdi El-Gueddari; Jim Harkin; T. Martin McGinnity; Liam P. Maguire (Web Intelligence, 2004)

Intelligent Remote Experimentation. - Michael J. Callaghan; Mehdi El-Gueddari; Jim Harkin; T. Martin McGinnity; Liam P. Maguire (Web Intelligence, 2004)

Modeling and optimizing run-time reconfiguration using evolutionary computation. - Jim Harkin; T. Martin McGinnity; Liam P. Maguire (ACM Trans. Embed. Comput. Syst., 2004)

Client-Server Architecture for Collaborative Remote Experimentation. - Michael J. Callaghan; Jim Harkin; Mehdi El-Gueddari; T. Martin McGinnity; Liam P. Maguire (ICITA (2), 2005)

Intelligent User-Support in Learning Environments for Remote Experimentation. - Jim Harkin; Michael J. Callaghan; T. Martin McGinnity; Liam P. Maguire (ICITA (2), 2005)

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 (FPL, 2006)

Client-Server Architecture for Remote Experimentation for Embedded Systems. - Michael J. Callaghan; Jim Harkin; T. Martin McGinnity; Liam P. Maguire (Int. J. Online Eng., 2006)

Paradigms in Remote Experimentation. - Michael J. Callaghan; Jim Harkin; T. Martin McGinnity; Liam P. Maguire (Int. J. Online Eng., 2007)

Extending Remote Experimentation Environments to Support Visual and Audio Impaired Users. - Jim Harkin; Michael J. Callaghan; Mehdi El-Gueddari; Malachy McElholm; T. Martin McGinnity; Liam P. Maguire (Int. J. Online Eng., 2007)

Challenges for large-scale implementations of spiking neural networks on FPGAs. - Liam P. Maguire; T. Martin McGinnity; Brendan P. Glackin; Arfan Ghani; Ammar Belatreche; Jim Harkin (Neurocomputing, 2007)

Client-server architecture for collaborative remote experimentation. - Michael J. Callaghan; Jim Harkin; E. McColgan; T. Martin McGinnity; Liam P. Maguire (J. Netw. Comput. Appl., 2007)

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 (FPL, 2008)

Neuro-inspired Speech Recognition with Recurrent Spiking Neurons. - Arfan Ghani; T. Martin McGinnity; Liam P. Maguire; Jim Harkin (ICANN (1), 2008)

Investigating the Suitability of FPAAs for Evolved Hardware Spiking Neural Networks. - Patrick Rocke; Brian McGinley; John Maher; Fearghal Morgan; Jim Harkin (ICES, 2008)

Hardware/Software Co-Design for Spike Based Recognition - Arfan Ghani; T. Martin McGinnity; Liam P. Maguire; Jim Harkin (CoRR, 2008)

Intelligent User Support in Autonomous Remote Experimentation Environments. - Michael J. Callaghan; Jim Harkin; Thomas Martin McGinnity; Liam P. Maguire (IEEE Trans. Ind. Electron., 2008)

A Hardware Accelerated Simulation Environment for Spiking Neural Networks. - Brendan P. Glackin; Jim Harkin; T. Martin McGinnity; Liam P. Maguire (ARC, 2009)

Emulating Spiking Neural Networks for edge detection on FPGA hardware. - Brendan P. Glackin; Jim Harkin; T. Martin McGinnity; Liam P. Maguire; Qingxiang Wu (FPL, 2009)

Integrating virtual worlds & virtual learning environments for online education. - Michael J. Callaghan; Kerri McCusker; Julio Lopez Losada; Jim Harkin; Shane Wilson (ICE-GIC, 2009)

Modular hardware design for distant-internet embedded systems engineering laboratory. - Xicai Yue; Emmanuel M. Drakakis; Jim Harkin; Michael J. Callaghan; T. Martin McGinnity; Liam P. Maguire (Comput. Appl. Eng. Educ., 2009)

A Reconfigurable and Biologically Inspired Paradigm for Computation Using Network-On-Chip and Spiking Neural Networks. - Jim Harkin; Fearghal Morgan; Liam McDaid; Steve Hall; Brian McGinley; Seamus Cawley (Int. J. Reconfigurable Comput., 2009)

Game-based strategy to teaching electronic & electrical engineering in virtual worlds. - Michael J. Callaghan; Kerri McCusker; Julio Lopez Losada; Jim Harkin; Shane Wilson; Jean Dugas; Stephane Demots; Fabien Desbois; Alex Fouquet; Florence Sauviat (ICE-GIC, 2010)

An Efficient, High-Throughput Adaptive NoC Router for Large Scale Spiking Neural Network Hardware Implementations. - Snaider Carrillo; Jim Harkin; Liam McDaid; Sandeep Pande; Fearghal Morgan (ICES, 2010)

EMBRACE-SysC for analysis of NoC-based Spiking Neural Network architectures. - Sandeep Pande; Fearghal Morgan; Seamus Cawley; Brian McGinley; Snaider Carrillo; Jim Harkin; Liam McDaid (SoC, 2010)

Adaptive Routing Strategies for Large Scale Spiking Neural Network Hardware Implementations. - Snaider Carrillo; Jim Harkin; Liam McDaid; Sandeep Pande; Seamus Cawley; Fearghal Morgan (ICANN (1), 2011)

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 (IJCCI (NCTA), 2011)

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 (IJCNN, 2011)

Hardware spiking neural network prototyping and application. - Seamus Cawley; Fearghal Morgan; Brian McGinley; Sandeep Pande; Liam McDaid; Snaider Carrillo; Jim Harkin (Genet. Program. Evolvable Mach., 2011)

Hierarchical Network-on-Chip and Traffic Compression for Spiking Neural Network Implementations. - Snaider Carrillo; Jim Harkin; L. J. McDaid; Sandeep Pande; Seamus Cawley; Brian McGinley; Fearghal Morgan (NOCS, 2012)

Self-repair in a Bidirectionally Coupled Astrocyte-Neuron (AN) System based on Retrograde Signaling. - John J. Wade; Liam McDaid; Jim Harkin; Vincenzo Crunelli; J. A. Scott Kelso (Frontiers Comput. Neurosci., 2012)

Investigating Power Reduction for NoC-Based Spiking Neural Network Platforms using Channel Encoding. - Neil McDonnell; Snaider Carrillo; Jim Harkin; Liam McDaid (Int. J. Adapt. Resilient Auton. Syst., 2012)

Advancing interconnect density for spiking neural network hardware implementations using traffic-aware adaptive network-on-chip routers. - Snaider Carrillo; Jim Harkin; Liam McDaid; Sandeep Pande; Seamus Cawley; Brian McGinley; Fearghal Morgan (Neural Networks, 2012)

Intelligent assessment and content personalisation in adaptive educational systems. - Kerri McCusker; Jim Harkin; Shane Wilson; Michael J. Callaghan (ITHET, 2013)

Biophysically based computational models of astrocyte neuron coupling and their functional significance. - John J. Wade; Liam McDaid; Jim Harkin; Vincenzo Crunelli; J. A. Scott Kelso (Frontiers Comput. Neurosci., 2013)

Modular Neural Tile Architecture for Compact Embedded Hardware Spiking Neural Network. - Sandeep Pande; Fearghal Morgan; Seamus Cawley; Tom M. Bruintjes; Gerard J. M. Smit; Brian McGinley; Snaider Carrillo; Jim Harkin; Liam McDaid (Neural Process. Lett., 2013)

Fixed latency on-chip interconnect for hardware spiking neural network architectures. - Sandeep Pande; Fearghal Morgan; Gerard J. M. Smit; Tom M. Bruintjes; Jochem H. Rutgers; Brian McGinley; Seamus Cawley; Jim Harkin; Liam McDaid (Parallel Comput., 2013)

Using Game-Based Learning in Virtual Worlds to Teach Electronic and Electrical Engineering. - Michael J. Callaghan; Kerri McCusker; Julio Lopez Losada; Jim Harkin; Shane Wilson (IEEE Trans. Ind. Informatics, 2013)

Scalable Hierarchical Network-on-Chip Architecture for Spiking Neural Network Hardware Implementations. - Snaider Carrillo; Jim Harkin; Liam McDaid; Fearghal Morgan; Sandeep Pande; Seamus Cawley; Brian McGinley (IEEE Trans. Parallel Distributed Syst., 2013)

Online fault detection for Networks-on-Chip interconnect. - Junxiu Liu; Jim Harkin; Yuhua Li 001; Liam P. Maguire (AHS, 2014)

Low Overhead Monitor Mechanism for Fault-Tolerant Analysis of NoC. - Junxiu Liu; Jim Harkin; Yuhua Li 001; Liam P. Maguire; Alejandro Linares-Barranco (MCSoC, 2014)

Online traffic-aware fault detection for networks-on-chip. - Junxiu Liu; Jim Harkin; Yuhua Li 001; Liam P. Maguire (J. Parallel Distributed Comput., 2014)

Fine-Grained Fault-Tolerant Adaptive Routing for Networks-on-Chip. - Junxiu Liu; Jim Harkin; Liam P. Maguire; Yuhua Li 001; Lei Wan; Yuling Luo (ICA3PP (4), 2015)

Bio-Inspired Hybrid Framework for Multi-view Face Detection. - Niall McCarroll 001; Ammar Belatreche; Jim Harkin; Yuhua Li 001 (ICONIP (4), 2015)

Bio-inspired hierarchical framework for multi-view face detection and pose estimation. - Niall McCarroll 001; Ammar Belatreche; Jim Harkin; Yuhua Li 001 (IJCNN, 2015)

Case study: Bio-inspired self-adaptive strategy for spike-based PID controller. - Junxiu Liu; Jim Harkin; Malachy McElholm; Liam McDaid; Angel Jiménez-Fernandez; Alejandro Linares-Barranco (ISCAS, 2015)

Designing a Compact Wireless Network based Device-free Passive Localisation System for Indoor Environments. - Philip Vance; Girijesh Prasad; Jim Harkin; Kevin Curran (Int. J. Wirel. Networks Broadband Technol., 2015)

Low cost fault-tolerant routing algorithm for Networks-on-Chip. - Junxiu Liu; Jim Harkin; Yuhua Li 001; Liam P. Maguire (Microprocess. Microsystems, 2015)

An authentication strategy based on spatiotemporal chaos for software copyright protection. - Lvchen Cao; Yuling Luo; Jinjie Bi; Senhui Qiu; Zhenkun Lu; Jim Harkin; Liam McDaid (Secur. Commun. Networks, 2015)

On the Role of Astroglial Syncytia in Self-Repairing Spiking Neural Networks. - Muhammad Naeem; Liam McDaid; Jim Harkin; John J. Wade; John Marsland (IEEE Trans. Neural Networks Learn. Syst., 2015)

Hierarchical Networks-on-Chip Architecture for Neuromorphic Hardware. - Snaider Carrillo; Jim Harkin; Liam McDaid (Evolvable Hardware, 2015)

Hierarchical Networks-on-Chip Interconnect for Astrocyte-Neuron Network Hardware. - Junxiu Liu; Jim Harkin; Liam McDaid; George Martin (ICANN (1), 2016)

Self-repairing mobile robotic car using astrocyte-neuron networks. - Junxiu Liu; Jim Harkin; Liam McDaid; David M. Halliday; Andy M. Tyrrell; Jon Timmis (IJCNN, 2016)

Self-repairing hardware with astrocyte-neuron networks. - Junxiu Liu; Jim Harkin; Liam P. Maguire; Liam McDaid; John J. Wade; Malachy McElholm (ISCAS, 2016)

An FPGA-based hardware-efficient fault-tolerant astrocyte-neuron network. - Anju P. Johnson; David M. Halliday; Alan G. Millard; Andy M. Tyrrell; Jon Timmis; Junxiu Liu; Jim Harkin; Liam McDaid; Shvan Karim (SSCI, 2016)

Astrocyte to spiking neuron communication using Networks-on-Chip ring topology. - George Martin; Jim Harkin; Liam McDaid; John J. Wade; Junxiu Liu; Fearghal Morgan (SSCI, 2016)

Fault-Tolerant Networks-on-Chip Routing With Coarse and Fine-Grained Look-Ahead. - Junxiu Liu; Jim Harkin; Yuhua Li 001; Liam P. Maguire (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2016)

Scalable Networks-on-Chip Interconnected Architecture for Astrocyte-Neuron Networks. - Junxiu Liu; Jim Harkin; Liam P. Maguire; Liam McDaid; John J. Wade; George Martin (IEEE Trans. Circuits Syst. I Regul. Pap., 2016)

Homeostatic fault tolerance in spiking neural networks utilizing dynamic partial reconfiguration of FPGAs. - Anju P. Johnson; Junxiu Liu; Alan G. Millard; Shvan Karim; Andy M. Tyrrell; Jim Harkin; Jon Timmis; Liam McDaid; David M. Halliday (FPT, 2017)

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 (ICONIP (6), 2017)

Assessing Self-Repair on FPGAs with Biologically Realistic Astrocyte-Neuron Networks. - Shvan Karim; Jim Harkin; Liam McDaid; Bryan Gardiner; Junxiu Liu; David M. Halliday; Andy M. Tyrrell; Jon Timmis; Alan G. Millard; Anju P. Johnson (ISVLSI, 2017)

An Extended Algorithm Using Adaptation of Momentum and Learning Rate for Spiking Neurons Emitting Multiple Spikes. - Yuling Luo; Qiang Fu 019; Junxiu Liu; Jim Harkin; Liam McDaid; Yi Cao 001 (IWANN (1), 2017)

Counteracting Dynamical Degradation of Digital Chaotic Chebyshev Map via Perturbation. - Yunqi Liu; Yuling Luo; Shuxiang Song 001; Lvchen Cao; Junxiu Liu; Jim Harkin (Int. J. Bifurc. Chaos, 2017)

Layered tile architecture for efficient hardware spiking neural networks. - Lei Wan; Junxiu Liu; Jim Harkin; Liam McDaid; Yuling Luo (Microprocess. Microsystems, 2017)

Rapid application prototyping for hardware modular spiking neural network architectures. - Sandeep Pande; Fearghal Morgan; Finn Krewer; Jim Harkin; Liam McDaid; Brian McGinley (Neural Comput. Appl., 2017)

Forest fire detection using spiking neural networks. - Yuling Luo; Qian Lu; Junxiu Liu; Qiang Fu 019; Jim Harkin; Liam McDaid; Jordi Martínez-Corral; Guillermo Biot-Marí (CF, 2018)

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 (ISCAS, 2018)

Time-multiplexed System-on-Chip using Fault-tolerant Astrocyte-Neuron Networks. - Anju P. Johnson; Junxiu Liu; Alan G. Millard; Shvan Karim; Andy M. Tyrrell; Jim Harkin; Jon Timmis; Liam McDaid; David M. Halliday (SSCI, 2018)

Adding Security to Networks-on-Chip using Neural Networks. - Kyle Madden; Jim Harkin; Liam McDaid; Chris D. Nugent (SSCI, 2018)

Scalable Bio-inspired Fault Detection, Isolation and Recovery in NoCs. - Malachy McElholm; Jim Harkin; Junxiu Liu; Liam McDaid (SSCI, 2018)

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 (VLSID, 2018)

On-chip communication for neuro-glia networks. - George Martin; Jim Harkin; L. J. McDaid; John J. Wade; Junxiu Liu (IET Comput. Digit. Tech., 2018)

An Efficient, Low-Cost Routing Architecture for Spiking Neural Network Hardware Implementations. - Yuling Luo; Lei Wan; Junxiu Liu; Jim Harkin; Yi Cao 001 (Neural Process. Lett., 2018)

Potassium and sodium microdomains in thin astroglial processes: A computational model study. - Kevin Breslin; John Joseph Wade; KongFatt Wong-Lin; Jim Harkin; Bronac Flanagan; Harm Van Zalinge; Steve Hall; Matthew C. Walker; Alexei Verkhratsky; Liam McDaid (PLoS Comput. Biol., 2018)

A computational study of astrocytic glutamate influence on post-synaptic neuronal excitability. - Bronac Flanagan; Liam McDaid; John J. Wade; KongFatt Wong-Lin; Jim Harkin (PLoS Comput. Biol., 2018)

Homeostatic Fault Tolerance in Spiking Neural Networks: A Dynamic Hardware Perspective. - Anju P. Johnson; Junxiu Liu; Alan G. Millard; Shvan Karim; Andy M. Tyrrell; Jim Harkin; Jon Timmis; Liam McDaid; David M. Halliday (IEEE Trans. Circuits Syst. I Regul. Pap., 2018)

SPANNER: A Self-Repairing Spiking Neural Network Hardware Architecture. - Junxiu Liu; Jim Harkin; Liam P. Maguire; Liam McDaid; John J. Wade (IEEE Trans. Neural Networks Learn. Syst., 2018)

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 (ICANN (1), 2019)

Bio-inspired fault detection circuits based on synapse and spiking neuron models. - Junxiu Liu; Yongchuang Huang; Yuling Luo; Jim Harkin; Liam McDaid (Neurocomputing, 2019)

Exploring Self-Repair in a Coupled Spiking Astrocyte Neural Network. - Junxiu Liu; Liam McDaid; Jim Harkin; Shvan Karim; Anju P. Johnson; Alan G. Millard; James A. Hilder; David M. Halliday; Andy M. Tyrrell; Jon Timmis (IEEE Trans. Neural Networks Learn. Syst., 2019)

AstroByte: Multi-FPGA Architecture for Accelerated Simulations of Spiking Astrocyte Neural Networks. - Shvan Karim; Jim Harkin; Liam McDaid; Bryan Gardiner; Junxiu Liu (DATE, 2020)

Computational Study of Astroglial Calcium Homeostasis in a Semi-isolated Synaptic Cleft. - Marinus Toman; John Joseph Wade; Liam McDaid; Jim Harkin (IJCNN, 2020)

Exploring Spiking Neural Networks for Prediction of Traffic Congestion in Networks-on-Chip. - Aqib Javed; Jim Harkin; Liam McDaid; Junxiu Liu (ISCAS, 2020)

Case Study - Spiking Neural Network Hardware System for Structural Health Monitoring. - Lili Pang 002; Junxiu Liu; Jim Harkin; George Martin; Malachy McElholm; Aqib Javed; Liam McDaid (Sensors, 2020)

Spiking Neural Network-based Structural Health Monitoring Hardware System. - Aqib Javed; Jim Harkin; Liam McDaid; Junxiu Liu (SSCI, 2021)

Hardware acceleration of genomics data analysis: challenges and opportunities. - Tony Robinson; Jim Harkin; Priyank Shukla (Bioinform., 2021)

An memristor-based synapse implementation using BCM learning rule. - Yongchuang Huang; Junxiu Liu; Jim Harkin; Liam McDaid; Yuling Luo (Neurocomputing, 2021)

Counteracting dynamical degradation of a class of digital chaotic systems via Unscented Kalman Filter and perturbation. - Yuling Luo; Yunqi Liu; Junxiu Liu; Shunbin Tang; Jim Harkin; Yi Cao 001 (Inf. Sci., 2021)

Predicting Networks-on-Chip traffic congestion with Spiking Neural Networks. - Aqib Javed; Jim Harkin; Liam McDaid; Junxiu Liu (J. Parallel Distributed Comput., 2021)

Immuno-informatics analysis predicts B and T cell consensus epitopes for designing peptide vaccine against SARS-CoV-2 with 99.82% global population coverage. - Priyank Shukla; Preeti Pandey; Bodhayan Prasad; Tony Robinson; Rituraj Purohit; Leon G. D'cruz; Murtaza M. Tambuwala; Ankur Mutreja; Jim Harkin; Taranjit Singh Rai; Elaine K. Murray; David S. Gibson; et al. (Briefings Bioinform., 2022)

Feature Extraction Methods for Neural Networks in the Classification of Structural Health Anomalies. - Natasha Hamilton; Jim Harkin; Liam McDaid; Junxiu Liu; Eoghan Furey (IJCCI, 2023)

LIPSFUS: A neuromorphic dataset for audio-visual sensory fusion of lip reading. - Antonio Rios-Navarro; Enrique Piñero-Fuentes; Salvador Canas-Moreno; Aqib Javed; Jim Harkin; Alejandro Linares-Barranco (ISCAS, 2023)

Artificial Neural Microcircuits as Building Blocks: Concept and Challenges. - Andrew Walter; Shimeng Wu; Andy M. Tyrrell; Liam McDaid; Malachy McElholm; Nidhin Thandassery Sumithran; Jim Harkin; Martin A. Trefzer (CoRR, 2024)

Live Demonstration: Smart Watchdog Mechanism for Real-time Fault Detection in RISC-V. - David Simpson; Jim Harkin; Malachy McElholm; Liam McDaid (ISCAS, 2025)

Smart Watchdog Mechanism for Fault Detection in RISC-V. - David Simpson; Jim Harkin; Malachy McElholm; Liam McDaid (ISCAS, 2025)