Jim Harkin

ORCID

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 43

Top Venues

SSCI

ISCAS

IEEE Trans. Neural Networks Learn. Syst.

IJCNN

Publications

Andrew Walter, Shimeng Wu, Andy M. Tyrrell, Liam McDaid, Malachy McElholm, Nidhin Thandassery Sumithran, Jim Harkin, Martin A. Trefzer
Artificial Neural Microcircuits as Building Blocks: Concept and Challenges. CoRR (2024)
Antonio Rios-Navarro, Enrique Piñero-Fuentes, Salvador Canas-Moreno, Aqib Javed, Jim Harkin, Alejandro Linares-Barranco
LIPSFUS: A neuromorphic dataset for audio-visual sensory fusion of lip reading. CoRR (2023)
Natasha Hamilton, Jim Harkin, Liam McDaid, Junxiu Liu, Eoghan Furey
Feature Extraction Methods for Neural Networks in the Classification of Structural Health Anomalies. IJCCI (2023)
Antonio Rios-Navarro, Enrique Piñero-Fuentes, Salvador Canas-Moreno, Aqib Javed, Jim Harkin, Alejandro Linares-Barranco
LIPSFUS: A neuromorphic dataset for audio-visual sensory fusion of lip reading. ISCAS (2023)
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, Anthony J. Bjourson
Immuno-informatics analysis predicts B and T cell consensus epitopes for designing peptide vaccine against SARS-CoV-2 with 99.82% global population coverage. Briefings Bioinform. 23 (1) (2022)
Aqib Javed, Jim Harkin, Liam McDaid, Junxiu Liu
Predicting Networks-on-Chip traffic congestion with Spiking Neural Networks. J. Parallel Distributed Comput. 154 (2021)
Aqib Javed, Jim Harkin, Liam McDaid, Junxiu Liu
Spiking Neural Network-based Structural Health Monitoring Hardware System. SSCI (2021)
Yuling Luo, Yunqi Liu, Junxiu Liu, Shunbin Tang, Jim Harkin, Yi Cao
Counteracting dynamical degradation of a class of digital chaotic systems via Unscented Kalman Filter and perturbation. Inf. Sci. 556 (2021)
Yongchuang Huang, Junxiu Liu, Jim Harkin, Liam McDaid, Yuling Luo
An memristor-based synapse implementation using BCM learning rule. Neurocomputing 423 (2021)
Tony Robinson, Jim Harkin, Priyank Shukla
Hardware acceleration of genomics data analysis: challenges and opportunities. Bioinform. 37 (13) (2021)
Marinus Toman, John Joseph Wade, Liam McDaid, Jim Harkin
Computational Study of Astroglial Calcium Homeostasis in a Semi-isolated Synaptic Cleft. IJCNN (2020)
Aqib Javed, Jim Harkin, Liam McDaid, Junxiu Liu
Exploring Spiking Neural Networks for Prediction of Traffic Congestion in Networks-on-Chip. ISCAS (2020)
Lili Pang, Junxiu Liu, Jim Harkin, George Martin, Malachy McElholm, Aqib Javed, Liam McDaid
Case Study - Spiking Neural Network Hardware System for Structural Health Monitoring. Sensors 20 (18) (2020)
Shvan Karim, Jim Harkin, Liam McDaid, Bryan Gardiner, Junxiu Liu
AstroByte: Multi-FPGA Architecture for Accelerated Simulations of Spiking Astrocyte Neural Networks. DATE (2020)
Junxiu Liu, Yongchuang Huang, Yuling Luo, Jim Harkin, Liam McDaid
Bio-inspired fault detection circuits based on synapse and spiking neuron models. Neurocomputing 331 (2019)
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
Exploring Self-Repair in a Coupled Spiking Astrocyte Neural Network. IEEE Trans. Neural Networks Learn. Syst. 30 (3) (2019)
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
Autonomous Learning Paradigm for Spiking Neural Networks. ICANN (1) (2019)
George Martin, Jim Harkin, L. J. McDaid, John J. Wade, Junxiu Liu
On-chip communication for neuro-glia networks. IET Comput. Digit. Tech. 12 (4) (2018)
Junxiu Liu, Jim Harkin, Liam P. Maguire, Liam McDaid, John J. Wade
SPANNER: A Self-Repairing Spiking Neural Network Hardware Architecture. IEEE Trans. Neural Networks Learn. Syst. 29 (4) (2018)
Anju P. Johnson, Junxiu Liu, Alan G. Millard, Shvan Karim, Andy M. Tyrrell, Jim Harkin, Jon Timmis, Liam McDaid, David M. Halliday
Fault-Tolerant Learning in Spiking Astrocyte-Neural Networks on FPGAs. VLSI Design (2018)
Anju P. Johnson, Junxiu Liu, Alan G. Millard, Shvan Karim, Andy M. Tyrrell, Jim Harkin, Jon Timmis, Liam McDaid, David M. Halliday
Time-multiplexed System-on-Chip using Fault-tolerant Astrocyte-Neuron Networks. SSCI (2018)
Kevin Breslin, John Joseph Wade, KongFatt Wong-Lin, Jim Harkin, Bronac Flanagan, Harm Van Zalinge, Steve Hall, Matthew C. Walker, Alexei Verkhratsky, Liam McDaid
Potassium and sodium microdomains in thin astroglial processes: A computational model study. PLoS Comput. Biol. 14 (5) (2018)
Shvan Karim, Jim Harkin, Liam McDaid, Bryan Gardiner, Junxiu Liu, David M. Halliday, Andy M. Tyrrell, Jon Timmis, Alan G. Millard, Anju P. Johnson
FPGA-based Fault-injection and Data Acquisition of Self-repairing Spiking Neural Network Hardware. ISCAS (2018)
Yuling Luo, Qian Lu, Junxiu Liu, Qiang Fu, Jim Harkin, Liam McDaid, Jordi Martínez-Corral, Guillermo Biot-Marí
Forest fire detection using spiking neural networks. CF (2018)
Kyle Madden, Jim Harkin, Liam McDaid, Chris D. Nugent
Adding Security to Networks-on-Chip using Neural Networks. SSCI (2018)
Yuling Luo, Lei Wan, Junxiu Liu, Jim Harkin, Yi Cao
An Efficient, Low-Cost Routing Architecture for Spiking Neural Network Hardware Implementations. Neural Process. Lett. 48 (3) (2018)
Bronac Flanagan, Liam McDaid, John J. Wade, KongFatt Wong-Lin, Jim Harkin
A computational study of astrocytic glutamate influence on post-synaptic neuronal excitability. PLoS Comput. Biol. 14 (4) (2018)
Anju P. Johnson, Junxiu Liu, Alan G. Millard, Shvan Karim, Andy M. Tyrrell, Jim Harkin, Jon Timmis, Liam McDaid, David M. Halliday
Homeostatic Fault Tolerance in Spiking Neural Networks: A Dynamic Hardware Perspective. IEEE Trans. Circuits Syst. I Regul. Pap. (2) (2018)
Malachy McElholm, Jim Harkin, Junxiu Liu, Liam McDaid
Scalable Bio-inspired Fault Detection, Isolation and Recovery in NoCs. SSCI (2018)
Yunqi Liu, Yuling Luo, Shuxiang Song, Lvchen Cao, Junxiu Liu, Jim Harkin
Counteracting Dynamical Degradation of Digital Chaotic Chebyshev Map via Perturbation. Int. J. Bifurc. Chaos 27 (3) (2017)
Lei Wan, Junxiu Liu, Jim Harkin, Liam McDaid, Yuling Luo
Layered tile architecture for efficient hardware spiking neural networks. Microprocess. Microsystems 53 (2017)
Anju P. Johnson, Junxiu Liu, Alan G. Millard, Shvan Karim, Andy M. Tyrrell, Jim Harkin, Jon Timmis, Liam McDaid, David M. Halliday
Homeostatic fault tolerance in spiking neural networks utilizing dynamic partial reconfiguration of FPGAs. FPT (2017)
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
Self-repairing Learning Rule for Spiking Astrocyte-Neuron Networks. ICONIP (6) (2017)
Sandeep Pande, Fearghal Morgan, Finn Krewer, Jim Harkin, Liam McDaid, Brian McGinley
Rapid application prototyping for hardware modular spiking neural network architectures. Neural Comput. Appl. 28 (9) (2017)
Shvan Karim, Jim Harkin, Liam McDaid, Bryan Gardiner, Junxiu Liu, David M. Halliday, Andy M. Tyrrell, Jon Timmis, Alan G. Millard, Anju P. Johnson
Assessing Self-Repair on FPGAs with Biologically Realistic Astrocyte-Neuron Networks. ISVLSI (2017)
Yuling Luo, Qiang Fu, Junxiu Liu, Jim Harkin, Liam McDaid, Yi Cao
An Extended Algorithm Using Adaptation of Momentum and Learning Rate for Spiking Neurons Emitting Multiple Spikes. IWANN (1) (2017)
Junxiu Liu, Jim Harkin, Liam McDaid, George Martin
Hierarchical Networks-on-Chip Interconnect for Astrocyte-Neuron Network Hardware. ICANN (1) (2016)
Junxiu Liu, Jim Harkin, Liam P. Maguire, Liam McDaid, John J. Wade, George Martin
Scalable Networks-on-Chip Interconnected Architecture for Astrocyte-Neuron Networks. IEEE Trans. Circuits Syst. I Regul. Pap. (12) (2016)
Junxiu Liu, Jim Harkin, Liam P. Maguire, Liam McDaid, John J. Wade, Malachy McElholm
Self-repairing hardware with astrocyte-neuron networks. ISCAS (2016)
Junxiu Liu, Jim Harkin, Yuhua Li, Liam P. Maguire
Fault-Tolerant Networks-on-Chip Routing With Coarse and Fine-Grained Look-Ahead. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 35 (2) (2016)
Anju P. Johnson, David M. Halliday, Alan G. Millard, Andy M. Tyrrell, Jon Timmis, Junxiu Liu, Jim Harkin, Liam McDaid, Shvan Karim
An FPGA-based hardware-efficient fault-tolerant astrocyte-neuron network. SSCI (2016)
Junxiu Liu, Jim Harkin, Liam McDaid, David M. Halliday, Andy M. Tyrrell, Jon Timmis
Self-repairing mobile robotic car using astrocyte-neuron networks. IJCNN (2016)
George Martin, Jim Harkin, Liam McDaid, John J. Wade, Junxiu Liu, Fearghal Morgan
Astrocyte to spiking neuron communication using Networks-on-Chip ring topology. SSCI (2016)
Muhammad Naeem, Liam McDaid, Jim Harkin, John J. Wade, John Marsland
On the Role of Astroglial Syncytia in Self-Repairing Spiking Neural Networks. IEEE Trans. Neural Networks Learn. Syst. 26 (10) (2015)
Junxiu Liu, Jim Harkin, Malachy McElholm, Liam McDaid, Angel Jiménez-Fernandez, Alejandro Linares-Barranco
Case study: Bio-inspired self-adaptive strategy for spike-based PID controller. ISCAS (2015)
Philip Vance, Girijesh Prasad, Jim Harkin, Kevin Curran
Designing a Compact Wireless Network based Device-free Passive Localisation System for Indoor Environments. Int. J. Wirel. Networks Broadband Technol. 4 (2) (2015)
Niall McCarroll, Ammar Belatreche, Jim Harkin, Yuhua Li
Bio-Inspired Hybrid Framework for Multi-view Face Detection. ICONIP (4) (2015)
Lvchen Cao, Yuling Luo, Jinjie Bi, Senhui Qiu, Zhenkun Lu, Jim Harkin, Liam McDaid
An authentication strategy based on spatiotemporal chaos for software copyright protection. Secur. Commun. Networks 8 (18) (2015)
Niall McCarroll, Ammar Belatreche, Jim Harkin, Yuhua Li
Bio-inspired hierarchical framework for multi-view face detection and pose estimation. IJCNN (2015)
Junxiu Liu, Jim Harkin, Liam P. Maguire, Yuhua Li, Lei Wan, Yuling Luo
Fine-Grained Fault-Tolerant Adaptive Routing for Networks-on-Chip. ICA3PP (4) (2015)
Junxiu Liu, Jim Harkin, Yuhua Li, Liam P. Maguire
Low cost fault-tolerant routing algorithm for Networks-on-Chip. Microprocess. Microsystems 39 (6) (2015)
Junxiu Liu, Jim Harkin, Yuhua Li, Liam P. Maguire
Online fault detection for Networks-on-Chip interconnect. AHS (2014)
Junxiu Liu, Jim Harkin, Yuhua Li, Liam P. Maguire, Alejandro Linares-Barranco
Low Overhead Monitor Mechanism for Fault-Tolerant Analysis of NoC. MCSoC (2014)
Junxiu Liu, Jim Harkin, Yuhua Li, Liam P. Maguire
Online traffic-aware fault detection for networks-on-chip. J. Parallel Distributed Comput. 74 (1) (2014)
Sandeep Pande, Fearghal Morgan, Seamus Cawley, Tom M. Bruintjes, Gerard J. M. Smit, Brian McGinley, Snaider Carrillo, Jim Harkin, Liam McDaid
Modular Neural Tile Architecture for Compact Embedded Hardware Spiking Neural Network. Neural Process. Lett. 38 (2) (2013)
Snaider Carrillo, Jim Harkin, Liam McDaid, Fearghal Morgan, Sandeep Pande, Seamus Cawley, Brian McGinley
Scalable Hierarchical Network-on-Chip Architecture for Spiking Neural Network Hardware Implementations. IEEE Trans. Parallel Distributed Syst. 24 (12) (2013)
Michael J. Callaghan, Kerri McCusker, Julio Lopez Losada, Jim Harkin, Shane Wilson
Using Game-Based Learning in Virtual Worlds to Teach Electronic and Electrical Engineering. IEEE Trans. Ind. Informatics 9 (1) (2013)
Sandeep Pande, Fearghal Morgan, Gerard J. M. Smit, Tom M. Bruintjes, Jochem H. Rutgers, Brian McGinley, Seamus Cawley, Jim Harkin, Liam McDaid
Fixed latency on-chip interconnect for hardware spiking neural network architectures. Parallel Comput. 39 (9) (2013)
John J. Wade, Liam McDaid, Jim Harkin, Vincenzo Crunelli, J. A. Scott Kelso
Biophysically based computational models of astrocyte ~ neuron coupling and their functional significance. Frontiers Comput. Neurosci. 7 (2013)
Kerri McCusker, Jim Harkin, Shane Wilson, Michael J. Callaghan
Intelligent assessment and content personalisation in adaptive educational systems. ITHET (2013)
Snaider Carrillo, Jim Harkin, Liam McDaid, Sandeep Pande, Seamus Cawley, Brian McGinley, Fearghal Morgan
Advancing interconnect density for spiking neural network hardware implementations using traffic-aware adaptive network-on-chip routers. Neural Networks 33 (2012)
John J. Wade, Liam McDaid, Jim Harkin, Vincenzo Crunelli, J. A. Scott Kelso
Self-repair in a Bidirectionally Coupled Astrocyte-Neuron (AN) System based on Retrograde Signaling. Frontiers Comput. Neurosci. 6 (2012)
Snaider Carrillo, Jim Harkin, L. J. McDaid, Sandeep Pande, Seamus Cawley, Brian McGinley, Fearghal Morgan
Hierarchical Network-on-Chip and Traffic Compression for Spiking Neural Network Implementations. NOCS (2012)
Neil McDonnell, Snaider Carrillo, Jim Harkin, Liam McDaid
Investigating Power Reduction for NoC-Based Spiking Neural Network Platforms using Channel Encoding. Int. J. Adapt. Resilient Auton. Syst. 3 (4) (2012)
Sandeep Pande, Fearghal Morgan, Seamus Cawley, Brian McGinley, Jim Harkin, Snaider Carrillo, Liam McDaid
Addressing the Hardware Resource Requirements of Network-on-chip based Neural Architectures. IJCCI (NCTA) (2011)
John J. Wade, Liam McDaid, Jim Harkin, Vincenzo Crunelli, J. A. Scott Kelso, Valeriu Beiu
Exploring retrograde signaling via astrocytes as a mechanism for self repair. IJCNN (2011)
Seamus Cawley, Fearghal Morgan, Brian McGinley, Sandeep Pande, Liam McDaid, Snaider Carrillo, Jim Harkin
Hardware spiking neural network prototyping and application. Genet. Program. Evolvable Mach. 12 (3) (2011)
Snaider Carrillo, Jim Harkin, Liam McDaid, Sandeep Pande, Seamus Cawley, Fearghal Morgan
Adaptive Routing Strategies for Large Scale Spiking Neural Network Hardware Implementations. ICANN (1) (2011)
Snaider Carrillo, Jim Harkin, Liam McDaid, Sandeep Pande, Fearghal Morgan
An Efficient, High-Throughput Adaptive NoC Router for Large Scale Spiking Neural Network Hardware Implementations. ICES (2010)
Sandeep Pande, Fearghal Morgan, Seamus Cawley, Brian McGinley, Snaider Carrillo, Jim Harkin, Liam McDaid
EMBRACE-SysC for analysis of NoC-based Spiking Neural Network architectures. SoC (2010)
Michael J. Callaghan, Kerri McCusker, Julio Lopez Losada, Jim Harkin, Shane Wilson, Jean Dugas, Stephane Demots, Fabien Desbois, Alex Fouquet, Florence Sauviat
Game-based strategy to teaching electronic & electrical engineering in virtual worlds. ICE-GIC (2010)
Michael J. Callaghan, Kerri McCusker, Julio Lopez Losada, Jim Harkin, Shane Wilson
Integrating virtual worlds & virtual learning environments for online education. ICE-GIC (2009)
Jim Harkin, Fearghal Morgan, Liam McDaid, Steve Hall, Brian McGinley, Seamus Cawley
A Reconfigurable and Biologically Inspired Paradigm for Computation Using Network-On-Chip and Spiking Neural Networks. Int. J. Reconfigurable Comput. 2009 (2009)
Brendan P. Glackin, Jim Harkin, T. Martin McGinnity, Liam P. Maguire, Qingxiang Wu
Emulating Spiking Neural Networks for edge detection on FPGA hardware. FPL (2009)
Xicai Yue, Emmanuel M. Drakakis, Jim Harkin, Michael J. Callaghan, T. Martin McGinnity, Liam P. Maguire
Modular hardware design for distant-internet embedded systems engineering laboratory. Comput. Appl. Eng. Educ. 17 (4) (2009)
Brendan P. Glackin, Jim Harkin, T. Martin McGinnity, Liam P. Maguire
A Hardware Accelerated Simulation Environment for Spiking Neural Networks. ARC (2009)
Arfan Ghani, T. Martin McGinnity, Liam P. Maguire, Jim Harkin
Hardware/Software Co-Design for Spike Based Recognition CoRR (2008)
Jim Harkin, Fearghal Morgan, Steve Hall, Piotr Dudek, Thomas Dowrick, Liam McDaid
Reconfigurable platforms and the challenges for large-scale implementations of spiking neural networks. FPL (2008)
Patrick Rocke, Brian McGinley, John Maher, Fearghal Morgan, Jim Harkin
Investigating the Suitability of FPAAs for Evolved Hardware Spiking Neural Networks. ICES (2008)
Arfan Ghani, T. Martin McGinnity, Liam P. Maguire, Jim Harkin
Neuro-inspired Speech Recognition with Recurrent Spiking Neurons. ICANN (1) (2008)
Michael J. Callaghan, Jim Harkin, Thomas Martin McGinnity, Liam P. Maguire
Intelligent User Support in Autonomous Remote Experimentation Environments. IEEE Trans. Ind. Electron. 55 (6) (2008)
Michael J. Callaghan, Jim Harkin, E. McColgan, T. Martin McGinnity, Liam P. Maguire
Client-server architecture for collaborative remote experimentation. J. Netw. Comput. Appl. 30 (4) (2007)
Liam P. Maguire, T. Martin McGinnity, Brendan P. Glackin, Arfan Ghani, Ammar Belatreche, Jim Harkin
Challenges for large-scale implementations of spiking neural networks on FPGAs. Neurocomputing 71 (1-3) (2007)
Jim Harkin, Michael J. Callaghan, Mehdi El-Gueddari, Malachy McElholm, T. Martin McGinnity, Liam P. Maguire
Extending Remote Experimentation Environments to Support Visual and Audio Impaired Users. Int. J. Online Eng. 3 (3) (2007)
Michael J. Callaghan, Jim Harkin, T. Martin McGinnity, Liam P. Maguire
Paradigms in Remote Experimentation. Int. J. Online Eng. 3 (4) (2007)
Michael J. Callaghan, Jim Harkin, T. Martin McGinnity, Liam P. Maguire
Client-Server Architecture for Remote Experimentation for Embedded Systems. Int. J. Online Eng. 2 (4) (2006)
Arfan Ghani, T. Martin McGinnity, Liam P. Maguire, Jim Harkin
Area Efficient Architecture for Large Scale Implementation of Biologically Plausible Spiking Neural Networks on Reconfigurable Hardware. FPL (2006)
Michael J. Callaghan, Jim Harkin, Mehdi El-Gueddari, T. Martin McGinnity, Liam P. Maguire
Client-Server Architecture for Collaborative Remote Experimentation. ICITA (2) (2005)
Jim Harkin, Michael J. Callaghan, T. Martin McGinnity, Liam P. Maguire
Intelligent User-Support in Learning Environments for Remote Experimentation. ICITA (2) (2005)
Michael J. Callaghan, Mehdi El-Gueddari, Jim Harkin, T. Martin McGinnity, Liam P. Maguire
Intelligent Remote Experimentation. Web Intelligence (2004)
Jim Harkin, T. Martin McGinnity, Liam P. Maguire
Modeling and optimizing run-time reconfiguration using evolutionary computation. ACM Trans. Embed. Comput. Syst. 3 (4) (2004)
Michael J. Callaghan, Jim Harkin, T. Martin McGinnity, Liam P. Maguire
Cost effectiveness issues in remote experimentation. SMC (5) (2004)
Michael J. Callaghan, Mehdi El-Gueddari, Jim Harkin, T. Martin McGinnity, Liam P. Maguire
Distributed Architecture for Adaptive Intelligent Environments. Web Intelligence (2004)
Michael J. Callaghan, Jim Harkin, T. Martin McGinnity, Liam P. Maguire
Adaptive Intelligent Environment for Remote Experimentation. Web Intelligence (2003)
Jim Harkin, Michael J. Callaghan, Chris Peters, T. Martin McGinnity, Liam P. Maguire
On-chip and Off-chip Real-Time Debugging for Remotely-Accessed Embedded Programmable Systems. FPL (2003)
Michael J. Callaghan, Jim Harkin, Girijesh Prasad, T. Martin McGinnity, Liam P. Maguire
Integrated architecture for remote experimentation. SMC (2003)
Michael J. Callaghan, Jim Harkin, Chris Peters, T. Martin McGinnity, Liam P. Maguire
A Collaborative Environment for Remote Experimentation. MSE (2003)
Michael J. Callaghan, Jim Harkin, T. M. McGinnity, Liam P. Maguire
An Internet-based methodology for remotely accessed embedded systems. SMC (2002)
Jim Harkin, T. Martin McGinnity, Liam P. Maguire
Genetic algorithm driven hardware-software partitioning for dynamically reconfigurable embedded systems. Microprocess. Microsystems 25 (5) (2001)
Jim Harkin, T. Martin McGinnity, Liam P. Maguire
Hardware-Software Partitioning: A Reconfigurable and Evolutionary Computing Approach. FPL (2001)

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Publication Activity (10 Years)

Top Topics

Top Venues

Jim Harkin