Thorir M. Ingolfsson - Publications

FEMBA on the Edge: Physiologically-Aware Pre-Training, Quantization, and Deployment of a Bidirectional Mamba EEG Foundation Model on an Ultra-Low Power Microcontroller.

Journal: IEEE transactions on bio-medical engineering

Published: April 13, 2026

Finetuning and Quantization of EEG-Based Foundational BioSignal Models on ECG and PPG Data for Blood Pressure Estimation.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: December 03, 2025

FEMBA: Efficient and Scalable EEG Analysis with a Bidirectional Mamba Foundation Model.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: December 03, 2025

A Wearable Ultra-Low-Power System for EEG-Based Speech-Imagery Interfaces.

Journal: IEEE transactions on biomedical circuits and systems

Published: May 23, 2025

BISeizuRe: BERT-Inspired Seizure Data Representation to Improve Epilepsy Monitoring.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: March 05, 2025

GAPses: Versatile Smart Glasses for Comfortable and Fully-Dry Acquisition and Parallel Ultra-Low-Power Processing of EEG and EOG.

Journal: IEEE transactions on biomedical circuits and systems

Published: October 10, 2024

An Ultra-Low Power Wearable BMI System With Continual Learning Capabilities.

Journal: IEEE transactions on biomedical circuits and systems

Published: September 10, 2024

SzCORE: Seizure Community Open-Source Research Evaluation framework for the validation of electroencephalography-based automated seizure detection algorithms.

Journal: Epilepsia

Published: February 29, 2024

Reducing False Alarms in Wearable Seizure Detection With EEGformer: A Compact Transformer Model for MCUs.

Journal: IEEE transactions on biomedical circuits and systems

Published: January 23, 2024

Minimizing artifact-induced false-alarms for seizure detection in wearable EEG devices with gradient-boosted tree classifiers.

Journal: Scientific reports

Published: July 04, 2023

Energy-Efficient Tree-Based EEG Artifact Detection.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: September 10, 2022