Harry J. Davies

20 papers B 1Misc 1Journal 13Unranked 5
YearRankTypeTitle / Venue / Authors
2025 J jnl
Decoding specialised feature neurons in LLMs with the final projection layer.
CoRR
Harry J. Davies
2025 J jnl
Demystifying Encoder-Decoder Neural Networks: Correncoder for Regression via Latent Spaces [Lecture Notes].
IEEE Signal Process. Mag.
Harry J. Davies, Giorgos Iacovides, Wuyang Zhou, Anthony G. Constantinides, Danilo P. Mandic
2024 J jnl
In-ear ECG Signal Enhancement with Denoising Convolutional Autoencoders.
CoRR
Edoardo Occhipinti, Marek Zylinski, Harry J. Davies, Amir Nassibi, Matteo Bermond, Patrik Bachtiger, Nicholas S. Peters, Danilo P. Mandic
2024 J jnl
Interpretable Pre-Trained Transformers for Heart Time-Series Data.
CoRR
Harry J. Davies, James Monsen, Danilo P. Mandic
2024 Misc conf
Segmented Error Minimisation (Semi) for Robust Training of Deep Learning Models with Non-Linear Shifts in Reference Data.
ICASSP
Harry J. Davies, Yuyang Miao, Amir Nassibi, Morteza Khaleghimeybodi, Danilo P. Mandic
2024 J jnl
Targeted Angular Reversal of Weights (TARS) for Knowledge Removal in Large Language Models.
CoRR
Harry J. Davies, Giorgos Iacovides, Danilo P. Mandic
2024 J jnl
The Deep-Match Framework: R-Peak Detection in Ear-ECG.
IEEE Trans. Biomed. Eng.
Harry J. Davies, Ghena Hammour, Marek Zylinski, Amir Nassibi, Ljubisa Stankovic, Danilo P. Mandic
2023 J jnl
Amplitude-Independent Machine Learning for PPG through Visibility Graphs and Transfer Learning.
CoRR
Yuyang Miao, Harry J. Davies, Danilo P. Mandic
2023 — conf
Feasibility of Transfer Learning from Finger PPG to In-Ear PPG.
EMBC
Harry J. Davies, Marek Zylinski, Matteo Bermond, Zhuang Liu, Morteza Khaleghimeybodi, Danilo P. Mandic
2023 J jnl
In-Ear SpO₂ for Classification of Cognitive Workload.
IEEE Trans. Cogn. Dev. Syst.
Harry J. Davies, Ian Williams, Ghena Hammour, Metin Yarici, Michael J. Stacey, Barry M. Seemungal, Danilo P. Mandic
2023 J jnl
Rapid extraction of respiratory waveforms from photoplethysmography: A deep corr-encoder approach.
Biomed. Signal Process. Control.
Harry J. Davies, Danilo P. Mandic
2023 — conf
Reducing racial bias in SpO2 estimation: The effects of skin pigmentation.
EMBC
Matteo Bermond, Harry J. Davies, Edoardo Occhipinti, Amir Nassibi, Danilo P. Mandic
2022 B conf
Hearables: Artefact removal in Ear-EEG for continuous 24/7 monitoring.
IJCNN
Edoardo Occhipinti, Harry J. Davies, Ghena Hammour, Danilo P. Mandic
2022 J jnl
Rapid Extraction of Respiratory Waveforms from Photoplethysmography: A Deep Encoder Approach.
CoRR
Harry J. Davies, Danilo P. Mandic
2022 — conf
Tracking Cognitive Workload in Gaming with In-Ear $\text{SpO}_{2}$.
EMBC
Harry J. Davies, Ian Williams, Danilo P. Mandic
2022 J jnl
Wearable In-Ear PPG: Detailed Respiratory Variations Enable Classification of COPD.
IEEE Trans. Biomed. Eng.
Harry J. Davies, Patrik Bachtiger, Ian Williams, Philip L. Molyneaux, Nicholas S. Peters, Danilo P. Mandic
2021 J jnl
An Apparatus for the Simulation of Breathing Disorders: Physically Meaningful Generation of Surrogate Data.
CoRR
Harry J. Davies, Ghena Hammour, Danilo P. Mandic
2020 J jnl
In-Ear SpO2: A Tool for Wearable, Unobtrusive Monitoring of Core Blood Oxygen Saturation.
Sensors
Harry J. Davies, Ian Williams, Nicholas S. Peters, Danilo P. Mandic
2019 — conf
A Transition Probability Based Classification Model for Enhanced N1 Sleep stage Identification During Automatic Sleep Stage Scoring.
EMBC
Harry J. Davies, Takashi Nakamura, Danilo P. Mandic
2019 — conf
Scalable automatic sleep staging in the era of Big Data.
EMBC
Takashi Nakamura, Harry J. Davies, Danilo P. Mandic