Liam McDaid

96 papers A 2B 15C 8Misc 1Journal 42Unranked 27
YearRankTypeTitle / Venue / Authors
2026 C conf
HDLSS Raman Spectroscopy Data Generation Using GANs and Genetic Algorithms.
ICPRAM
Thomas Poudevigne-Durance, Sahil Sharma, Sayantan Tripathy, Ng Ka Wai, Muskaan Singh, Liam McDaid, Gerard L. Cote, Samuel B. Mabbott, Saugat Bhattacharyya
2025 C conf
Live Demonstration: Smart Watchdog Mechanism for Real-time Fault Detection in RISC-V.
ISCAS
David Simpson, Jim Harkin, Malachy McElholm, Liam McDaid
2025 C conf
Smart Watchdog Mechanism for Fault Detection in RISC-V.
ISCAS
David Simpson, Jim Harkin, Malachy McElholm, Liam McDaid
2025 J jnl
Smart Watchdog for RISC-V: A Novel Spiking Neural Network Approach to Fault Detection.
IEEE Trans. Circuits Syst. II Express Briefs
David Simpson, Jim Harkin, Malachy McElholm, Liam McDaid
2024 J jnl
Artificial Neural Microcircuits as Building Blocks: Concept and Challenges.
CoRR
Andrew Walter, Shimeng Wu, Andy M. Tyrrell, Liam McDaid, Malachy McElholm, Nidhin Thandassery Sumithran, Jim Harkin, Martin A. Trefzer
2024 J jnl
Mathematical Modeling of PI3K/Akt Pathway in Microglia.
Neural Comput.
Alireza Poshtkohi, John J. Wade, Liam McDaid, Junxiu Liu, Mark Dallas, Angela Bithell
2023 C conf
Feature Extraction Methods for Neural Networks in the Classification of Structural Health Anomalies.
IJCCI
Natasha Hamilton, Jim Harkin, Liam McDaid, Junxiu Liu, Eoghan Furey
2021 J jnl
An memristor-based synapse implementation using BCM learning rule.
Neurocomputing
Yongchuang Huang, Junxiu Liu, Jim Harkin, Liam McDaid, Yuling Luo
2021 J jnl
Mathematical modelling of human P2X-mediated plasma membrane electrophysiology and calcium dynamics in microglia.
PLoS Comput. Biol.
Alireza Poshtkohi, John J. Wade, Liam McDaid, Junxiu Liu, Mark Dallas, Angela Bithell
2021 J jnl
Predicting Networks-on-Chip traffic congestion with Spiking Neural Networks.
J. Parallel Distributed Comput.
Aqib Javed, Jim Harkin, Liam McDaid, Junxiu Liu
2021 — conf
Spiking Neural Network-based Structural Health Monitoring Hardware System.
SSCI
Aqib Javed, Jim Harkin, Liam McDaid, Junxiu Liu
2020 A conf
AstroByte: Multi-FPGA Architecture for Accelerated Simulations of Spiking Astrocyte Neural Networks.
DATE
Shvan Karim, Jim Harkin, Liam McDaid, Bryan Gardiner, Junxiu Liu
2020 J jnl
Case Study - Spiking Neural Network Hardware System for Structural Health Monitoring.
Sensors
Lili Pang, Junxiu Liu, Jim Harkin, George Martin, Malachy McElholm, Aqib Javed, Liam McDaid
2020 B conf
Computational Study of Astroglial Calcium Homeostasis in a Semi-isolated Synaptic Cleft.
IJCNN
Marinus Toman, John Joseph Wade, Liam McDaid, Jim Harkin
2020 C conf
Exploring Spiking Neural Networks for Prediction of Traffic Congestion in Networks-on-Chip.
ISCAS
Aqib Javed, Jim Harkin, Liam McDaid, Junxiu Liu
2019 — conf
Autonomous Learning Paradigm for Spiking Neural Networks.
ICANN (1)
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
2019 J jnl
Bio-inspired fault detection circuits based on synapse and spiking neuron models.
Neurocomputing
Junxiu Liu, Yongchuang Huang, Yuling Luo, Jim Harkin, Liam McDaid
2019 J jnl
Exploring Self-Repair in a Coupled Spiking Astrocyte Neural Network.
IEEE Trans. Neural Networks Learn. Syst.
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
2018 J jnl
A computational study of astrocytic glutamate influence on post-synaptic neuronal excitability.
PLoS Comput. Biol.
Bronac Flanagan, Liam McDaid, John J. Wade, KongFatt Wong-Lin, Jim Harkin
2018 J jnl
ARDebug: An Augmented Reality Tool for Analysing and Debugging Swarm Robotic Systems.
Frontiers Robotics AI
Alan G. Millard, Richard Redpath, Alistair M. Jewers, Charlotte Arndt, Russell Joyce, James A. Hilder, Liam McDaid, David M. Halliday
2018 — conf
Adding Security to Networks-on-Chip using Neural Networks.
SSCI
Kyle Madden, Jim Harkin, Liam McDaid, Chris D. Nugent
2018 C conf
FPGA-based Fault-injection and Data Acquisition of Self-repairing Spiking Neural Network Hardware.
ISCAS
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 J jnl
Fan-in analysis of a leaky integrator circuit using charge transfer synapses.
Neurocomputing
Thomas Dowrick, Liam McDaid, Stephen Hall
2018 Misc conf
Fault-Tolerant Learning in Spiking Astrocyte-Neural Networks on FPGAs.
VLSID
Anju P. Johnson, Junxiu Liu, Alan G. Millard, Shvan Karim, Andy M. Tyrrell, Jim Harkin, Jon Timmis, Liam McDaid, David M. Halliday
2018 — conf
Forest fire detection using spiking neural networks.
CF
Yuling Luo, Qian Lu, Junxiu Liu, Qiang Fu, Jim Harkin, Liam McDaid, Jordi Martínez-Corral, Guillermo Biot-Marí
2018 J jnl
Homeostatic Fault Tolerance in Spiking Neural Networks: A Dynamic Hardware Perspective.
IEEE Trans. Circuits Syst. I Regul. Pap.
Anju P. Johnson, Junxiu Liu, Alan G. Millard, Shvan Karim, Andy M. Tyrrell, Jim Harkin, Jon Timmis, Liam McDaid, David M. Halliday
2018 J jnl
Potassium and sodium microdomains in thin astroglial processes: A computational model study.
PLoS Comput. Biol.
Kevin Breslin, John Joseph Wade, KongFatt Wong-Lin, Jim Harkin, Bronac Flanagan, Harm Van Zalinge, Steve Hall, Matthew C. Walker, Alexei Verkhratsky, Liam McDaid
2018 J jnl
SPANNER: A Self-Repairing Spiking Neural Network Hardware Architecture.
IEEE Trans. Neural Networks Learn. Syst.
Junxiu Liu, Jim Harkin, Liam P. Maguire, Liam McDaid, John J. Wade
2018 — conf
Scalable Bio-inspired Fault Detection, Isolation and Recovery in NoCs.
SSCI
Malachy McElholm, Jim Harkin, Junxiu Liu, Liam McDaid
2018 — conf
Time-multiplexed System-on-Chip using Fault-tolerant Astrocyte-Neuron Networks.
SSCI
Anju P. Johnson, Junxiu Liu, Alan G. Millard, Shvan Karim, Andy M. Tyrrell, Jim Harkin, Jon Timmis, Liam McDaid, David M. Halliday
2017 — conf
An Extended Algorithm Using Adaptation of Momentum and Learning Rate for Spiking Neurons Emitting Multiple Spikes.
IWANN (1)
Yuling Luo, Qiang Fu, Junxiu Liu, Jim Harkin, Liam McDaid, Yi Cao
2017 — conf
Assessing Self-Repair on FPGAs with Biologically Realistic Astrocyte-Neuron Networks.
ISVLSI
Shvan Karim, Jim Harkin, Liam McDaid, Bryan Gardiner, Junxiu Liu, David M. Halliday, Andy M. Tyrrell, Jon Timmis, Alan G. Millard, Anju P. Johnson
2017 — conf
Homeostatic fault tolerance in spiking neural networks utilizing dynamic partial reconfiguration of FPGAs.
FPT
Anju P. Johnson, Junxiu Liu, Alan G. Millard, Shvan Karim, Andy M. Tyrrell, Jim Harkin, Jon Timmis, Liam McDaid, David M. Halliday
2017 J jnl
Layered tile architecture for efficient hardware spiking neural networks.
Microprocess. Microsystems
Lei Wan, Junxiu Liu, Jim Harkin, Liam McDaid, Yuling Luo
2017 J jnl
Rapid application prototyping for hardware modular spiking neural network architectures.
Neural Comput. Appl.
Sandeep Pande, Fearghal Morgan, Finn Krewer, Jim Harkin, Liam McDaid, Brian McGinley
2017 — conf
Self-repairing Learning Rule for Spiking Astrocyte-Neuron Networks.
ICONIP (6)
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 A conf
The Pi-puck extension board: A raspberry Pi interface for the e-puck robot platform.
IROS
Alan G. Millard, Russell Joyce, James A. Hilder, Cristian Fleseriu, Leonard Newbrook, Wei Li, Liam McDaid, David M. Halliday
2016 — conf
An FPGA-based hardware-efficient fault-tolerant astrocyte-neuron network.
SSCI
Anju P. Johnson, David M. Halliday, Alan G. Millard, Andy M. Tyrrell, Jon Timmis, Junxiu Liu, Jim Harkin, Liam McDaid, Shvan Karim
2016 — conf
Astrocyte to spiking neuron communication using Networks-on-Chip ring topology.
SSCI
George Martin, Jim Harkin, Liam McDaid, John J. Wade, Junxiu Liu, Fearghal Morgan
2016 — conf
Hierarchical Networks-on-Chip Interconnect for Astrocyte-Neuron Network Hardware.
ICANN (1)
Junxiu Liu, Jim Harkin, Liam McDaid, George Martin
2016 J jnl
Scalable Networks-on-Chip Interconnected Architecture for Astrocyte-Neuron Networks.
IEEE Trans. Circuits Syst. I Regul. Pap.
Junxiu Liu, Jim Harkin, Liam P. Maguire, Liam McDaid, John J. Wade, George Martin
2016 C conf
Self-repairing hardware with astrocyte-neuron networks.
ISCAS
Junxiu Liu, Jim Harkin, Liam P. Maguire, Liam McDaid, John J. Wade, Malachy McElholm
2016 B conf
Self-repairing mobile robotic car using astrocyte-neuron networks.
IJCNN
Junxiu Liu, Jim Harkin, Liam McDaid, David M. Halliday, Andy M. Tyrrell, Jon Timmis
2015 J jnl
An authentication strategy based on spatiotemporal chaos for software copyright protection.
Secur. Commun. Networks
Lvchen Cao, Yuling Luo, Jinjie Bi, Senhui Qiu, Zhenkun Lu, Jim Harkin, Liam McDaid
2015 C conf
Case study: Bio-inspired self-adaptive strategy for spike-based PID controller.
ISCAS
Junxiu Liu, Jim Harkin, Malachy McElholm, Liam McDaid, Angel Jiménez-Fernandez, Alejandro Linares-Barranco
2015 — ch.
Hierarchical Networks-on-Chip Architecture for Neuromorphic Hardware.
Evolvable Hardware
Snaider Carrillo, Jim Harkin, Liam McDaid
2015 J jnl
On the Role of Astroglial Syncytia in Self-Repairing Spiking Neural Networks.
IEEE Trans. Neural Networks Learn. Syst.
Muhammad Naeem, Liam McDaid, Jim Harkin, John J. Wade, John Marsland
2013 J jnl
A simple programmable axonal delay scheme for spiking neural networks.
Neurocomputing
Thomas Dowrick, Steve Hall, Liam McDaid
2013 J jnl
Biologically Inspired SNN for Robot Control.
IEEE Trans. Cybern.
Eric Nichols, Liam McDaid, Nazmul H. Siddique
2013 J jnl
Biophysically based computational models of astrocyte ~ neuron coupling and their functional significance.
Frontiers Comput. Neurosci.
John J. Wade, Liam McDaid, Jim Harkin, Vincenzo Crunelli, J. A. Scott Kelso
2013 J jnl
Fixed latency on-chip interconnect for hardware spiking neural network architectures.
Parallel Comput.
Sandeep Pande, Fearghal Morgan, Gerard J. M. Smit, Tom M. Bruintjes, Jochem H. Rutgers, Brian McGinley, Seamus Cawley, Jim Harkin, Liam McDaid
2013 J jnl
Modular Neural Tile Architecture for Compact Embedded Hardware Spiking Neural Network.
Neural Process. Lett.
Sandeep Pande, Fearghal Morgan, Seamus Cawley, Tom M. Bruintjes, Gerard J. M. Smit, Brian McGinley, Snaider Carrillo, Jim Harkin, Liam McDaid
2013 J jnl
Scalable Hierarchical Network-on-Chip Architecture for Spiking Neural Network Hardware Implementations.
IEEE Trans. Parallel Distributed Syst.
Snaider Carrillo, Jim Harkin, Liam McDaid, Fearghal Morgan, Sandeep Pande, Seamus Cawley, Brian McGinley
2012 J jnl
Advancing interconnect density for spiking neural network hardware implementations using traffic-aware adaptive network-on-chip routers.
Neural Networks
Snaider Carrillo, Jim Harkin, Liam McDaid, Sandeep Pande, Seamus Cawley, Brian McGinley, Fearghal Morgan
2012 J jnl
Evaluating the generalisation capability of a CMOS based synapse.
Neurocomputing
Arfan Ghani, Liam McDaid, Ammar Belatreche, Steve Hall, Shou Huang, John Marsland, Thomas Dowrick, Andy W. Smith
2012 J jnl
Investigating Power Reduction for NoC-Based Spiking Neural Network Platforms using Channel Encoding.
Int. J. Adapt. Resilient Auton. Syst.
Neil McDonnell, Snaider Carrillo, Jim Harkin, Liam McDaid
2012 J jnl
Self-repair in a Bidirectionally Coupled Astrocyte-Neuron (AN) System based on Retrograde Signaling.
Frontiers Comput. Neurosci.
John J. Wade, Liam McDaid, Jim Harkin, Vincenzo Crunelli, J. A. Scott Kelso
2012 J jnl
Silicon-Based Dynamic Synapse With Depressing Response.
IEEE Trans. Neural Networks Learn. Syst.
Thomas Dowrick, Steve Hall, Liam McDaid
2012 J jnl
Spiking Neural Network Model of Sound Localization Using the Interaural Intensity Difference.
IEEE Trans. Neural Networks Learn. Syst.
Julie A. Wall, Liam McDaid, Liam P. Maguire, Thomas Martin McGinnity
2012 J jnl
Synchrony: A spiking-based mechanism for processing sensory stimuli.
Neural Networks
Cornelius Glackin, Liam P. Maguire, Liam McDaid, John J. Wade
2011 — conf
Adaptive Routing Strategies for Large Scale Spiking Neural Network Hardware Implementations.
ICANN (1)
Snaider Carrillo, Jim Harkin, Liam McDaid, Sandeep Pande, Seamus Cawley, Fearghal Morgan
2011 — conf
Addressing the Hardware Resource Requirements of Network-on-chip based Neural Architectures.
IJCCI (NCTA)
Sandeep Pande, Fearghal Morgan, Seamus Cawley, Brian McGinley, Jim Harkin, Snaider Carrillo, Liam McDaid
2011 B conf
Evaluating the training dynamics of a CMOS based synapse.
IJCNN
Arfan Ghani, Liam McDaid, Ammar Belatreche, Peter M. Kelly, Steve Hall, Thomas Dowrick, Shou Huang, John Marsland, Andy W. Smith
2011 B conf
Exploring retrograde signaling via astrocytes as a mechanism for self repair.
IJCNN
John J. Wade, Liam McDaid, Jim Harkin, Vincenzo Crunelli, J. A. Scott Kelso, Valeriu Beiu
2011 J jnl
Hardware spiking neural network prototyping and application.
Genet. Program. Evolvable Mach.
Seamus Cawley, Fearghal Morgan, Brian McGinley, Sandeep Pande, Liam McDaid, Snaider Carrillo, Jim Harkin
2011 B conf
Lateral inhibitory networks: Synchrony, edge enhancement, and noise reduction.
IJCNN
Cornelius Glackin, Liam P. Maguire, Liam McDaid, John J. Wade
2011 J jnl
On Two-Layer Brain-Inspired Hierarchical Topologies - A Rent's Rule Approach -.
Trans. High Perform. Embed. Archit. Compil.
Valeriu Beiu, Basheer A. M. Madappuram, Peter M. Kelly, Liam McDaid
2011 J jnl
Receptive field optimisation and supervision of a fuzzy spiking neural network.
Neural Networks
Cornelius Glackin, Liam P. Maguire, Liam McDaid, Heather M. Sayers
2010 J jnl
A Spiking Neural Network Model of the Medial Superior Olive Using Spike Timing Dependent Plasticity for Sound Localization.
Frontiers Comput. Neurosci.
Brendan P. Glackin, Julie A. Wall, Thomas Martin McGinnity, Liam P. Maguire, Liam McDaid
2010 — conf
An Efficient, High-Throughput Adaptive NoC Router for Large Scale Spiking Neural Network Hardware Implementations.
ICES
Snaider Carrillo, Jim Harkin, Liam McDaid, Sandeep Pande, Fearghal Morgan
2010 B conf
Application of biologically inspired neural oscillators to colour image segmentation.
IJCNN
Ammar Belatreche, Liam P. Maguire, T. Martin McGinnity, Arfan Ghani, Liam McDaid
2010 J jnl
Computing with Biologically Inspired Neural Oscillators: Application to Colour Image Segmentation.
Adv. Artif. Intell.
Ammar Belatreche, Liam P. Maguire, T. Martin McGinnity, Liam McDaid, Arfan Ghani
2010 — conf
EMBRACE-SysC for analysis of NoC-based Spiking Neural Network architectures.
SoC
Sandeep Pande, Fearghal Morgan, Seamus Cawley, Brian McGinley, Snaider Carrillo, Jim Harkin, Liam McDaid
2010 B conf
Feature extraction from spectro-temporal signals using dynamic synapses, recurrency, and lateral inhibition.
IJCNN
Cornelius Glackin, Liam P. Maguire, Liam McDaid
2009 J jnl
A Reconfigurable and Biologically Inspired Paradigm for Computation Using Network-On-Chip and Spiking Neural Networks.
Int. J. Reconfigurable Comput.
Jim Harkin, Fearghal Morgan, Liam McDaid, Steve Hall, Brian McGinley, Seamus Cawley
2009 — conf
Neuro inspired reconfigurable architecture for hardware/software co-design.
SoCC
Arfan Ghani, Liam McDaid, Ammar Belatreche, Waqar Ahmed
2009 — conf
On Two-Layer Hierarchical Networks How Does the Brain Do This?
NanoNet
Valeriu Beiu, Basheer A. M. Madappuram, Peter M. Kelly, Liam McDaid
2009 — conf
Reduced Interconnects in Neural Networks Using a Time Multiplexed Architecture Based on Quantum Devices.
NanoNet
Peter M. Kelly, Fergal Tuffy, Valeriu Beiu, Liam McDaid
2008 J jnl
A Solid-State Neuron for Spiking Neural Network Implementation.
Eng. Lett.
Yajie Chen, Steve Hall, Liam McDaid, Octavian Buiu, Peter M. Kelly
2008 B conf
A programmable facilitating synapse device.
IJCNN
Yajie Chen, Liam McDaid, Steve Hall, Peter M. Kelly
2008 — conf
A time multiplexed architecture for neural networks using quantum devices.
ICECS
Peter M. Kelly, Liam McDaid, Fergal Tuffy, T. Martin McGinnity
2008 — conf
Implementing Fuzzy Reasoning on a Spiking Neural Network.
ICANN (2)
Cornelius Glackin, Liam McDaid, Liam P. Maguire, Heather M. Sayers
2008 — conf
On brain-inspired connectivity and hybrid network topologies.
NANOARCH
Basheer A. M. Madappuram, Valeriu Beiu, Peter M. Kelly, Liam McDaid
2008 B conf
Reconfigurable platforms and the challenges for large-scale implementations of spiking neural networks.
FPL
Jim Harkin, Fearghal Morgan, Steve Hall, Piotr Dudek, Thomas Dowrick, Liam McDaid
2008 B conf
SWAT: An unsupervised SNN training algorithm for classification problems.
IJCNN
John J. Wade, Liam McDaid, Jose A. Santos, Heather M. Sayers
2008 B conf
Spiking neuron models of the medial and lateral superior olive for sound localisation.
IJCNN
Julie A. Wall, Liam McDaid, Liam P. Maguire, T. Martin McGinnity
2007 B conf
A Biologically Plausible Neuron Circuit.
IJCNN
Thomas Dowrick, Steve Hall, Liam McDaid, Octavian Buiu, Peter M. Kelly
2007 — conf
Analog Spiking Neuron with Charge-Coupled Synapses.
World Congress on Engineering
Yajie Chen, Steve Hall, Liam McDaid, Octavian Buiu, Peter M. Kelly
2006 — conf
A Silicon Synapse Based on a Charge Transfer Device for Spiking Neural Network Application.
ISNN (2)
Yajie Chen, Steve Hall, Liam McDaid, Octavian Buiu, Peter M. Kelly
2006 B conf
A Supervised STDP Based Training Algorithm with Dynamic Threshold Neurons.
IJCNN
Thomas J. Strain, Liam McDaid, Liam P. Maguire, T. Martin McGinnity
2006 — conf
A Time Multiplexing Architecture for Inter-neuron Communications.
ICANN (1)
Fergal Tuffy, Liam McDaid, T. Martin McGinnity, Jose Santos, Peter M. Kelly, Vunfu Wong Kwan, John Alderman
2006 B conf
Inter-Neuron Communications for Large-Scale Neural Networks using Capacitive Coupling.
IJCNN
Fergal Tuffy, Liam McDaid, Vunfu Wong Kwan, John Alderman, T. Martin McGinnity, Peter M. Kelly, Jose A. Santos
2006 B conf
On the Design of a Low Power Compact Spiking Neuron Cell Based on Charge-Coupled Synapses.
IJCNN
Yajie Chen, Steve Hall, Liam McDaid, Octavian Buiu, Peter M. Kelly
2005 — conf
Evolving Task Specific Algorithms for Machine Vision Applications.
ICITA (1)
Michael J. Callaghan, T. Martin McGinnity, Liam McDaid
1999 J jnl
Issues in the development of an integrated environment for embedded system design: Part A: user needs and commercial products.
Microprocess. Microsystems
Liam P. Maguire, Thomas Martin McGinnity, Liam McDaid
1999 J jnl
Issues in the development of an integrated environment for embedded system design: Part B: design and implementation.
Microprocess. Microsystems
Liam P. Maguire, Thomas Martin McGinnity, Liam McDaid