Jim Harkin

Jim Harkin

Ulster University

H-index: 33

Europe-United Kingdom

About Jim Harkin

Jim Harkin, With an exceptional h-index of 33 and a recent h-index of 21 (since 2020), a distinguished researcher at Ulster University, specializes in the field of Neural Networks, Digital Systems, Fault Tolerance, Networks-on-Chip.

His recent articles reflect a diverse array of research interests and contributions to the field:

Artificial Neural Microcircuits as Building Blocks: Concept and Challenges

Artificial Neural Microcircuits for use in Neuromorphic System Design

The influence of astrocytic leaflet motility on ionic signalling and homeostasis at active synapses

Feature Extraction Methods for Neural Networks in the Classification of Structural Health Anomalies

Image-based computer modeling assessment of microwave ablation for treatment of adrenal tumors

Autonomous Wireless Sensor System Design for Structural Health Monitoring Application

Immuno-informatics analysis predicts B and T cell consensus epitopes for designing peptide vaccine against SARS-CoV-2 with 99.82% global population coverage

An memristor-based synapse implementation using BCM learning rule

Jim Harkin Information

University

Position

Reader

Citations(all)

3371

Citations(since 2020)

1469

Cited By

2545

hIndex(all)

33

hIndex(since 2020)

21

i10Index(all)

79

i10Index(since 2020)

43

Email

University Profile Page

Ulster University

Google Scholar

View Google Scholar Profile

Jim Harkin Skills & Research Interests

Neural Networks

Digital Systems

Fault Tolerance

Networks-on-Chip

Top articles of Jim Harkin

Title

Journal

Author(s)

Publication Date

Artificial Neural Microcircuits as Building Blocks: Concept and Challenges

arXiv preprint arXiv:2403.16327

Andrew Walter

Shimeng Wu

Andy M Tyrrell

Liam McDaid

Malachy McElholm

...

2024/3/24

Artificial Neural Microcircuits for use in Neuromorphic System Design

Andrew Walter

Shimeng Wu

Andy M Tyrrell

Liam McDaid

Malachy McElholm

...

2023/7/24

The influence of astrocytic leaflet motility on ionic signalling and homeostasis at active synapses

Scientific Reports

Marinus Toman

John Joseph Wade

Alexei Verkhratsky

Mark Dallas

Angela Bithell

...

2023/2/21

Feature Extraction Methods for Neural Networks in the Classification of Structural Health Anomalies

Natasha Hamilton

Jim Harkin

Liam McDaid

Junxiu Liu

Eoghan Furey

2023/11/15

Image-based computer modeling assessment of microwave ablation for treatment of adrenal tumors

International Journal of Hyperthermia

Jan Sebek

Grazia Cappiello

George Rahmani

Nooshin Zeinali

Muireann Keating

...

2022/12/31

Autonomous Wireless Sensor System Design for Structural Health Monitoring Application

Prateek Asthana

Jim Harkin

Mike Hayes

2022/5/25

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 in Bioinformatics

Priyank Shukla

Preeti Pandey

Bodhayan Prasad

Tony Robinson

Rituraj Purohit

...

2022/1

An memristor-based synapse implementation using BCM learning rule

Neurocomputing

Yongchuang Huang

Junxiu Liu

Jim Harkin

Liam McDaid

Yuling Luo

2021/1/29

Spiking Neural Network-based Structural Health Monitoring Hardware System

Aqib Javed

Jim Harkin

Liam McDaid

Junxiu Liu

2021/12/5

Predicting Networks-on-Chip traffic congestion with Spiking Neural Networks

Journal of Parallel and Distributed Computing

Aqib Javed

Jim Harkin

Liam McDaid

Junxiu Liu

2021/8/1

A computational study of astrocytic GABA release at the glutamatergic synapse: EAAT-2 and GAT-3 coupled dynamics

Frontiers in Cellular Neuroscience

Bronac Flanagan

Liam McDaid

John Joseph Wade

Marinus Toman

KongFatt Wong-Lin

...

2021/7/12

Hardware acceleration of genomics data analysis: challenges and opportunities

Tony Robinson

Jim Harkin

Priyank Shukla

2021/7/1

Counteracting dynamical degradation of a class of digital chaotic systems via Unscented Kalman Filter and perturbation

Information Sciences

Yuling Luo

Yunqi Liu

Junxiu Liu

Shunbin Tang

Jim Harkin

...

2021/5/1

Computational Study: Dynamic Reversal Potentials in a Conductance-based Synaptic Model

Marinus Toman

John Wade

LJ McDaid

Jim Harkin

2020/7/12

Minimising impact of local congestion in networks-on-chip performance by predicting buffer utilisation

Aqib Javed

Jim Harkin

Liam McDaid

Junxiu Liu

2020/6/11

Exploring spiking neural networks for prediction of traffic congestion in networks-on-chip

Aqib Javed

Jim Harkin

Liam McDaid

Junxiu Liu

2020/10/12

AstroByte: Multi-FPGA architecture for accelerated simulations of spiking astrocyte neural networks

Shvan Karim

Jim Harkin

Liam McDaid

Bryan Gardiner

Junxiu Liu

2020/3/9

Predicting Local Congestion at Fine-grain Levels in Networks-on-Chip Using Spiking Neural Networks

Aqib Javed

Jim Harkin

LJ McDaid

Junxiu Liu

2020/9/15

Case study—spiking neural network hardware system for structural health monitoring

Sensors

Lili Pang

Junxiu Liu

Jim Harkin

George Martin

Malachy McElholm

...

2020/9/8

Computational Study of Astroglial Calcium Homeostasis in a Semi-isolated Synaptic Cleft

Marinus Toman

John Joseph Wade

Liam McDaid

Jim Harkin

2020/7/19

See List of Professors in Jim Harkin University(Ulster University)

Co-Authors

H-index: 31
Yuhua Li

Yuhua Li

Cardiff University

H-index: 25
Brian Mc Ginley

Brian Mc Ginley

National University of Ireland, Galway

H-index: 24
Fearghal Morgan

Fearghal Morgan

National University of Ireland, Galway

H-index: 20
Michael Callaghan

Michael Callaghan

Ulster University

H-index: 13
Seamus Cawley

Seamus Cawley

National University of Ireland, Galway

H-index: 10
Snaider Carrillo

Snaider Carrillo

Ulster University

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