Jim Harkin

Orcid: 0000-0001-7484-8205

According to our database1, Jim Harkin authored at least 101 papers between 2000 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Artificial Neural Microcircuits as Building Blocks: Concept and Challenges.
CoRR, 2024

2023
LIPSFUS: A neuromorphic dataset for audio-visual sensory fusion of lip reading.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2023

Feature Extraction Methods for Neural Networks in the Classification of Structural Health Anomalies.
Proceedings of the 15th International Joint Conference on Computational Intelligence, 2023

2022
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., 2022

2021
Predicting Networks-on-Chip traffic congestion with Spiking Neural Networks.
J. Parallel Distributed Comput., 2021

Counteracting dynamical degradation of a class of digital chaotic systems via Unscented Kalman Filter and perturbation.
Inf. Sci., 2021

An memristor-based synapse implementation using BCM learning rule.
Neurocomputing, 2021

Hardware acceleration of genomics data analysis: challenges and opportunities.
Bioinform., 2021

Spiking Neural Network-based Structural Health Monitoring Hardware System.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2021

2020
Case Study - Spiking Neural Network Hardware System for Structural Health Monitoring.
Sensors, 2020

Exploring Spiking Neural Networks for Prediction of Traffic Congestion in Networks-on-Chip.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2020

Computational Study of Astroglial Calcium Homeostasis in a Semi-isolated Synaptic Cleft.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

AstroByte: Multi-FPGA Architecture for Accelerated Simulations of Spiking Astrocyte Neural Networks.
Proceedings of the 2020 Design, Automation & Test in Europe Conference & Exhibition, 2020

2019
Exploring Self-Repair in a Coupled Spiking Astrocyte Neural Network.
IEEE Trans. Neural Networks Learn. Syst., 2019

Bio-inspired fault detection circuits based on synapse and spiking neuron models.
Neurocomputing, 2019

Autonomous Learning Paradigm for Spiking Neural Networks.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019: Theoretical Neural Computation, 2019

2018
SPANNER: A Self-Repairing Spiking Neural Network Hardware Architecture.
IEEE Trans. Neural Networks Learn. Syst., 2018

Homeostatic Fault Tolerance in Spiking Neural Networks: A Dynamic Hardware Perspective.
IEEE Trans. Circuits Syst. I Regul. Pap., 2018

A computational study of astrocytic glutamate influence on post-synaptic neuronal excitability.
PLoS Comput. Biol., 2018

Potassium and sodium microdomains in thin astroglial processes: A computational model study.
PLoS Comput. Biol., 2018

An Efficient, Low-Cost Routing Architecture for Spiking Neural Network Hardware Implementations.
Neural Process. Lett., 2018

On-chip communication for neuro-glia networks.
IET Comput. Digit. Tech., 2018

Fault-Tolerant Learning in Spiking Astrocyte-Neural Networks on FPGAs.
Proceedings of the 31st International Conference on VLSI Design and 17th International Conference on Embedded Systems, 2018

Scalable Bio-inspired Fault Detection, Isolation and Recovery in NoCs.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018

Adding Security to Networks-on-Chip using Neural Networks.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018

Time-multiplexed System-on-Chip using Fault-tolerant Astrocyte-Neuron Networks.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018

FPGA-based Fault-injection and Data Acquisition of Self-repairing Spiking Neural Network Hardware.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2018

Forest fire detection using spiking neural networks.
Proceedings of the 15th ACM International Conference on Computing Frontiers, 2018

2017
Rapid application prototyping for hardware modular spiking neural network architectures.
Neural Comput. Appl., 2017

Layered tile architecture for efficient hardware spiking neural networks.
Microprocess. Microsystems, 2017

Counteracting Dynamical Degradation of Digital Chaotic Chebyshev Map via Perturbation.
Int. J. Bifurc. Chaos, 2017

An Extended Algorithm Using Adaptation of Momentum and Learning Rate for Spiking Neurons Emitting Multiple Spikes.
Proceedings of the Advances in Computational Intelligence, 2017

Assessing Self-Repair on FPGAs with Biologically Realistic Astrocyte-Neuron Networks.
Proceedings of the 2017 IEEE Computer Society Annual Symposium on VLSI, 2017

Self-repairing Learning Rule for Spiking Astrocyte-Neuron Networks.
Proceedings of the Neural Information Processing - 24th International Conference, 2017

Homeostatic fault tolerance in spiking neural networks utilizing dynamic partial reconfiguration of FPGAs.
Proceedings of the International Conference on Field Programmable Technology, 2017

2016
Scalable Networks-on-Chip Interconnected Architecture for Astrocyte-Neuron Networks.
IEEE Trans. Circuits Syst. I Regul. Pap., 2016

Fault-Tolerant Networks-on-Chip Routing With Coarse and Fine-Grained Look-Ahead.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2016

Astrocyte to spiking neuron communication using Networks-on-Chip ring topology.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

An FPGA-based hardware-efficient fault-tolerant astrocyte-neuron network.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

Self-repairing hardware with astrocyte-neuron networks.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2016

Self-repairing mobile robotic car using astrocyte-neuron networks.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Hierarchical Networks-on-Chip Interconnect for Astrocyte-Neuron Network Hardware.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2016, 2016

2015
Hierarchical Networks-on-Chip Architecture for Neuromorphic Hardware.
Proceedings of the Evolvable Hardware - From Practice to Application, 2015

On the Role of Astroglial Syncytia in Self-Repairing Spiking Neural Networks.
IEEE Trans. Neural Networks Learn. Syst., 2015

An authentication strategy based on spatiotemporal chaos for software copyright protection.
Secur. Commun. Networks, 2015

Low cost fault-tolerant routing algorithm for Networks-on-Chip.
Microprocess. Microsystems, 2015

Designing a Compact Wireless Network based Device-free Passive Localisation System for Indoor Environments.
Int. J. Wirel. Networks Broadband Technol., 2015

Case study: Bio-inspired self-adaptive strategy for spike-based PID controller.
Proceedings of the 2015 IEEE International Symposium on Circuits and Systems, 2015

Bio-inspired hierarchical framework for multi-view face detection and pose estimation.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

Bio-Inspired Hybrid Framework for Multi-view Face Detection.
Proceedings of the Neural Information Processing - 22nd International Conference, 2015

Fine-Grained Fault-Tolerant Adaptive Routing for Networks-on-Chip.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2015

2014
Online traffic-aware fault detection for networks-on-chip.
J. Parallel Distributed Comput., 2014

Low Overhead Monitor Mechanism for Fault-Tolerant Analysis of NoC.
Proceedings of the IEEE 8th International Symposium on Embedded Multicore/Manycore SoCs, 2014

Online fault detection for Networks-on-Chip interconnect.
Proceedings of the 2014 NASA/ESA Conference on Adaptive Hardware and Systems, 2014

2013
Scalable Hierarchical Network-on-Chip Architecture for Spiking Neural Network Hardware Implementations.
IEEE Trans. Parallel Distributed Syst., 2013

Using Game-Based Learning in Virtual Worlds to Teach Electronic and Electrical Engineering.
IEEE Trans. Ind. Informatics, 2013

Fixed latency on-chip interconnect for hardware spiking neural network architectures.
Parallel Comput., 2013

Modular Neural Tile Architecture for Compact Embedded Hardware Spiking Neural Network.
Neural Process. Lett., 2013

Biophysically based computational models of astrocyte ~ neuron coupling and their functional significance.
Frontiers Comput. Neurosci., 2013

Intelligent assessment and content personalisation in adaptive educational systems.
Proceedings of the 2013 12th International Conference on Information Technology Based Higher Education and Training, 2013

2012
Advancing interconnect density for spiking neural network hardware implementations using traffic-aware adaptive network-on-chip routers.
Neural Networks, 2012

Investigating Power Reduction for NoC-Based Spiking Neural Network Platforms using Channel Encoding.
Int. J. Adapt. Resilient Auton. Syst., 2012

Self-repair in a Bidirectionally Coupled Astrocyte-Neuron (AN) System based on Retrograde Signaling.
Frontiers Comput. Neurosci., 2012

Hierarchical Network-on-Chip and Traffic Compression for Spiking Neural Network Implementations.
Proceedings of the 2012 Sixth IEEE/ACM International Symposium on Networks-on-Chip (NoCS), 2012

2011
Hardware spiking neural network prototyping and application.
Genet. Program. Evolvable Mach., 2011

Exploring retrograde signaling via astrocytes as a mechanism for self repair.
Proceedings of the 2011 International Joint Conference on Neural Networks, 2011

Addressing the Hardware Resource Requirements of Network-on-chip based Neural Architectures.
Proceedings of the NCTA 2011, 2011

Adaptive Routing Strategies for Large Scale Spiking Neural Network Hardware Implementations.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2011, 2011

2010
EMBRACE-SysC for analysis of NoC-based Spiking Neural Network architectures.
Proceedings of the 2010 International Symposium on System on Chip, SoC 2010, Tampere, 2010

An Efficient, High-Throughput Adaptive NoC Router for Large Scale Spiking Neural Network Hardware Implementations.
Proceedings of the Evolvable Systems: From Biology to Hardware, 2010

Game-based strategy to teaching electronic & electrical engineering in virtual worlds.
Proceedings of the 2010 International IEEE Consumer Electronics Society's Games Innovations Conference, 2010

2009
A Reconfigurable and Biologically Inspired Paradigm for Computation Using Network-On-Chip and Spiking Neural Networks.
Int. J. Reconfigurable Comput., 2009

Modular hardware design for distant-internet embedded systems engineering laboratory.
Comput. Appl. Eng. Educ., 2009

Integrating virtual worlds & virtual learning environments for online education.
Proceedings of the 2009 International IEEE Consumer Electronics Society's Games Innovations Conference, 2009

Emulating Spiking Neural Networks for edge detection on FPGA hardware.
Proceedings of the 19th International Conference on Field Programmable Logic and Applications, 2009

A Hardware Accelerated Simulation Environment for Spiking Neural Networks.
Proceedings of the Reconfigurable Computing: Architectures, 2009

2008
Intelligent User Support in Autonomous Remote Experimentation Environments.
IEEE Trans. Ind. Electron., 2008

Hardware/Software Co-Design for Spike Based Recognition
CoRR, 2008

Investigating the Suitability of FPAAs for Evolved Hardware Spiking Neural Networks.
Proceedings of the Evolvable Systems: From Biology to Hardware, 2008

Neuro-inspired Speech Recognition with Recurrent Spiking Neurons.
Proceedings of the Artificial Neural Networks, 2008

Reconfigurable platforms and the challenges for large-scale implementations of spiking neural networks.
Proceedings of the FPL 2008, 2008

2007
Client-server architecture for collaborative remote experimentation.
J. Netw. Comput. Appl., 2007

Challenges for large-scale implementations of spiking neural networks on FPGAs.
Neurocomputing, 2007

Extending Remote Experimentation Environments to Support Visual and Audio Impaired Users.
Int. J. Online Eng., 2007

Paradigms in Remote Experimentation.
Int. J. Online Eng., 2007

2006
Client-Server Architecture for Remote Experimentation for Embedded Systems.
Int. J. Online Eng., 2006

Area Efficient Architecture for Large Scale Implementation of Biologically Plausible Spiking Neural Networks on Reconfigurable Hardware.
Proceedings of the 2006 International Conference on Field Programmable Logic and Applications (FPL), 2006

2005
Intelligent User-Support in Learning Environments for Remote Experimentation.
Proceedings of the Third International Conference on Information Technology and Applications (ICITA 2005), 2005

Client-Server Architecture for Collaborative Remote Experimentation.
Proceedings of the Third International Conference on Information Technology and Applications (ICITA 2005), 2005

2004
Modeling and optimizing run-time reconfiguration using evolutionary computation.
ACM Trans. Embed. Comput. Syst., 2004

Intelligent Remote Experimentation.
Proceedings of the 2004 IEEE/WIC/ACM International Conference on Web Intelligence (WI 2004), 2004

Distributed Architecture for Adaptive Intelligent Environments.
Proceedings of the 2004 IEEE/WIC/ACM International Conference on Web Intelligence (WI 2004), 2004

Cost effectiveness issues in remote experimentation.
Proceedings of the IEEE International Conference on Systems, 2004

2003
Adaptive Intelligent Environment for Remote Experimentation.
Proceedings of the 2003 IEEE / WIC International Conference on Web Intelligence, 2003

Integrated architecture for remote experimentation.
Proceedings of the IEEE International Conference on Systems, 2003

A Collaborative Environment for Remote Experimentation.
Proceedings of the 2003 International Conference on Microelectronics Systems Education, 2003

On-chip and Off-chip Real-Time Debugging for Remotely-Accessed Embedded Programmable Systems.
Proceedings of the Field Programmable Logic and Application, 13th International Conference, 2003

2002
An Internet-based methodology for remotely accessed embedded systems.
Proceedings of the IEEE International Conference on Systems, Man and Cybernetics: Bridging the Digital Divide, Yasmine Hammamet, Tunisia, October 6-9, 2002, 2002

2001
Genetic algorithm driven hardware-software partitioning for dynamically reconfigurable embedded systems.
Microprocess. Microsystems, 2001

Hardware-Software Partitioning: A Reconfigurable and Evolutionary Computing Approach.
Proceedings of the Field-Programmable Logic and Applications, 2001

2000
Accelerating Embedded Applications using Dynamically Reconfigurable Hardware and Evolutionary Algorithms.
Proceedings of the 8th IEEE Symposium on Field-Programmable Custom Computing Machines (FCCM 2000), 2000


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