T. M. McGinnity

Publication Activity (10 Years)

Years Active: 2002-2023
Publications (10 Years): 20

Top Topics

Transfer Learning

Biologically Motivated

Imbalanced Datasets

Top Venues

ACM Trans. Reconfigurable Technol. Syst.

IEEE ACM Trans. Comput. Biol. Bioinform.

Publications

Pedro Machado, João Filipe Ferreira, Andreas Oikonomou, T. M. McGinnity
NeuroHSMD: Neuromorphic Hybrid Spiking Motion Detector. ACM Trans. Reconfigurable Technol. Syst. 16 (3) (2023)
Benn Henderson, Yogarajah Pratheepan, Bryan Gardiner, T. M. McGinnity
3D Human Pose Estimation Model Analysis: Gait Analytics for Autism Spectrum Disorder Detection. AICS (2023)
Aboozar Taherkhani, Georgina Cosma, T. M. McGinnity
A Deep Convolutional Neural Network for Time Series Classification with Intermediate Targets. SN Comput. Sci. 4 (6) (2023)
Kieran Woodward, Eiman Kanjo, David J. Brown, T. M. McGinnity, Gordon Harold
In the hands of users with intellectual disabilities: co-designing tangible user interfaces for mental wellbeing. Pers. Ubiquitous Comput. 27 (6) (2023)
Kieran Woodward, Eiman Kanjo, David J. Brown, T. M. McGinnity, Becky Inkster, Donald J. Macintyre, Athanasios Tsanas
Beyond Mobile Apps: A Survey of Technologies for Mental Well-Being. IEEE Trans. Affect. Comput. 13 (3) (2022)
Vahid Saranirad, Shirin Dora, T. M. McGinnity, Damien Coyle
Assembly-based STDP: A New Learning Rule for Spiking Neural Networks Inspired by Biological Assemblies. IJCNN (2022)
Pedro Machado, T. M. McGinnity
Exploiting High Quality Tactile Sensors for Simplified Grasping. CoRR (2022)
Emmett Kerr, T. M. McGinnity, Sonya Coleman, Andrea Shepherd
Human vital sign determination using tactile sensing and fuzzy triage system. Expert Syst. Appl. 175 (2021)
Wolfgang Bottcher, Pedro Machado, Nikesh Lama, T. M. McGinnity
Object recognition for robotics from tactile time series data utilising different neural network architectures. CoRR (2021)
Oluwatamilore Orojo, Jonathan Tepper, T. M. McGinnity, Mufti Mahmud
Sluggish State-Based Neural Networks Provide State-of-the-art Forecasts of Covid-19 Cases. AII (2021)
Kieran Woodward, Eiman Kanjo, David J. Brown, T. M. McGinnity
Towards Personalised Mental Wellbeing Recognition On-Device using Transfer Learning "in the Wild". ISC2 (2021)
Pedro Machado, Andreas Oikonomou, João Filipe Ferreira, T. M. McGinnity
HSMD: An object motion detection algorithm using a Hybrid Spiking Neural Network Architecture. CoRR (2021)
Vahid Saranirad, T. M. McGinnity, Shirin Dora, Damien Coyle
DoB-SNN: A New Neuron Assembly-Inspired Spiking Neural Network for Pattern Classification. IJCNN (2021)
Wolfgang Bottcher, Pedro Machado, Nikesh Lama, T. M. McGinnity
Object recognition for robotics from tactile time series data utilising different neural network architectures. IJCNN (2021)
Kieran Woodward, Eiman Kanjo, David J. Brown, T. M. McGinnity
On-Device Transfer Learning for Personalising Psychological Stress Modelling using a Convolutional Neural Network. CoRR (2020)
Oluwatamilore Orojo, Jonathan Tepper, T. M. McGinnity, Mufti Mahmud
Time sensitivity and self-organisation in Multi-recurrent Neural Networks. IJCNN (2020)
Aboozar Taherkhani, Georgina Cosma, T. M. McGinnity
AdaBoost-CNN: An adaptive boosting algorithm for convolutional neural networks to classify multi-class imbalanced datasets using transfer learning. Neurocomputing 404 (2020)
Samuel Brandenburg, Pedro Machado, Nikesh Lama, T. M. McGinnity
Strawberry Detection Using a Heterogeneous Multi-Processor Platform. CoRR (2020)
Benjamin Wingfield, Sonya Coleman, T. M. McGinnity, Anthony J. Bjourson
Robust Microbial Markers for Non-Invasive Inflammatory Bowel Disease Identification. IEEE ACM Trans. Comput. Biol. Bioinform. 16 (6) (2019)
Oluwatamilore Orojo, Jonathan Tepper, T. M. McGinnity, Mufti Mahmud
A Multi-recurrent Network for Crude Oil Price Prediction. SSCI (2019)
Michael J. Callaghan, Jim Harkin, T. M. McGinnity, Liam P. Maguire
An Internet-based methodology for remotely accessed embedded systems. SMC (2002)
Peter M. Kelly, C. J. Thompson, T. M. McGinnity, Liam P. Maguire
Investigation of a programmable threshold logic gate array. ICECS (2002)