Thorir Mar Ingolfsson

38 papers A 1B 1Journal 26Unranked 10
YearRankTypeTitle / Venue / Authors
2026 J jnl
FEMBA on the Edge: Physiologically-Aware Pre-Training, Quantization, and Deployment of a Bidirectional Mamba EEG Foundation Model on an Ultra-low Power Microcontroller.
CoRR
Anna Tegon, Nicholas Lehmann, Yawei Li, Andrea Cossettini, Luca Benini, Thorir Mar Ingolfsson
2026 J jnl
LuMamba: Latent Unified Mamba for Electrode Topology-Invariant and Efficient EEG Modeling.
CoRR
Danaé Broustail, Anna Tegon, Thorir Mar Ingolfsson, Yawei Li, Luca Benini
2025 J jnl
A Wearable Ultra-Low-Power System for EEG-Based Speech-Imagery Interfaces.
IEEE Trans. Biomed. Circuits Syst.
Thorir Mar Ingolfsson, Victor Javier Kartsch, Luca Benini, Andrea Cossettini
2025 J jnl
An Ultra-Low Power Wearable BMI System With Continual Learning Capabilities.
IEEE Trans. Biomed. Circuits Syst.
Lan Mei, Thorir Mar Ingolfsson, Cristian Cioflan, Victor Javier Kartsch Morinigo, Andrea Cossettini, Xiaying Wang, Luca Benini
2025 J jnl
CEReBrO: Compact Encoder for Representations of Brain Oscillations Using Efficient Alternating Attention.
CoRR
Alexandru Dimofte, Glenn Anta Bucagu, Thorir Mar Ingolfsson, Xiaying Wang, Andrea Cossettini, Luca Benini, Yawei Li
2025 J jnl
FEMBA: Efficient and Scalable EEG Analysis with a Bidirectional Mamba Foundation Model.
CoRR
Anna Tegon, Thorir Mar Ingolfsson, Xiaying Wang, Luca Benini, Yawei Li
2025 J jnl
Finetuning and Quantization of EEG-Based Foundational BioSignal Models on ECG and PPG Data for Blood Pressure Estimation.
CoRR
Bálint Tóth, Dominik Senti, Thorir Mar Ingolfsson, Jeffrey Zweidler, Alexandre Elsig, Luca Benini, Yawei Li
2025 J jnl
GAPses: Versatile Smart Glasses for Comfortable and Fully-Dry Acquisition and Parallel Ultra-Low-Power Processing of EEG and EOG.
IEEE Trans. Biomed. Circuits Syst.
Sebastian Frey, Mattia Alberto Lucchini, Victor Javier Kartsch Morinigo, Thorir Mar Ingolfsson, Andrea Helga Bernardi, Michael Segessenmann, Jakub Osieleniec, Simone Benatti, Luca Benini, Andrea Cossettini
2025 J jnl
LUNA: Efficient and Topology-Agnostic Foundation Model for EEG Signal Analysis.
CoRR
Berkay Döner, Thorir Mar Ingolfsson, Luca Benini, Yawei Li
2025 J jnl
TinyMyo: a Tiny Foundation Model for Flexible EMG Signal Processing at the Edge.
CoRR
Matteo Fasulo, Giusy Spacone, Thorir Mar Ingolfsson, Yawei Li, Luca Benini, Andrea Cossettini
2024 A conf
12 mJ Per Class On-Device Online Few-Shot Class-Incremental Learning.
DATE
Yoga Esa Wibowo, Cristian Cioflan, Thorir Mar Ingolfsson, Michael Hersche, Leo Zhao, Abbas Rahimi, Luca Benini
2024 J jnl
12 mJ per Class On-Device Online Few-Shot Class-Incremental Learning.
CoRR
Yoga Esa Wibowo, Cristian Cioflan, Thorir Mar Ingolfsson, Michael Hersche, Leo Zhao, Abbas Rahimi, Luca Benini
2024 J jnl
A Muscle Pennation Angle Estimation Framework From Raw Ultrasound Data for Wearable Biomedical Instrumentation.
IEEE Trans. Instrum. Meas.
Sergei Vostrikov, Thorir Mar Ingolfsson, Soley Hafthorsdottir, Christoph Leitner, Michele Magno, Luca Benini, Andrea Cossettini
2024 J jnl
An Ultra-Low Power Wearable BMI System with Continual Learning Capabilities.
CoRR
Lan Mei, Thorir Mar Ingolfsson, Cristian Cioflan, Victor Javier Kartsch, Andrea Cossettini, Xiaying Wang, Luca Benini
2024 — conf
BISeizuRe: BERT-Inspired Seizure Data Representation to Improve Epilepsy Monitoring.
EMBC
Luca Benfenati, Thorir Mar Ingolfsson, Andrea Cossettini, Daniele Jahier Pagliari, Alessio Burrello, Luca Benini
2024 J jnl
BISeizuRe: BERT-Inspired Seizure Data Representation to Improve Epilepsy Monitoring.
CoRR
Luca Benfenati, Thorir Mar Ingolfsson, Andrea Cossettini, Daniele Jahier Pagliari, Alessio Burrello, Luca Benini
2024 J jnl
BrainFuseNet: Enhancing Wearable Seizure Detection Through EEG-PPG-Accelerometer Sensor Fusion and Efficient Edge Deployment.
IEEE Trans. Biomed. Circuits Syst.
Thorir Mar Ingolfsson, Xiaying Wang, Upasana Chakraborty, Simone Benatti, Adriano Bernini, Pauline Ducouret, Philippe Ryvlin, Sándor Beniczky, Luca Benini, Andrea Cossettini
2024 J jnl
GAPses: Versatile smart glasses for comfortable and fully-dry acquisition and parallel ultra-low-power processing of EEG and EOG.
CoRR
Sebastian Frey, Mattia Alberto Lucchini, Victor Javier Kartsch, Thorir Mar Ingolfsson, Andrea Helga Bernardi, Michael Segessenmann, Jakub Osieleniec, Simone Benatti, Luca Benini, Andrea Cossettini
2024 J jnl
Reducing False Alarms in Wearable Seizure Detection With EEGformer: A Compact Transformer Model for MCUs.
IEEE Trans. Biomed. Circuits Syst.
Paola Busia, Andrea Cossettini, Thorir Mar Ingolfsson, Simone Benatti, Alessio Burrello, Victor J. B. Jung, Moritz Scherer, Matteo Antonio Scrugli, Adriano Bernini, Pauline Ducouret, Philippe Ryvlin, Paolo Meloni, Luca Benini
2024 J jnl
SzCORE: A Seizure Community Open-source Research Evaluation framework for the validation of EEG-based automated seizure detection algorithms.
CoRR
Jonathan Dan, Una Pale, Alireza Amirshahi, William Cappelletti, Thorir Mar Ingolfsson, Xiaying Wang, Andrea Cossettini, Adriano Bernini, Luca Benini, Sándor Beniczky, David Atienza, Philippe Ryvlin
2024 — conf
Train-On-Request: An On-Device Continual Learning Workflow for Adaptive Real-World Brain Machine Interfaces.
BioCAS
Lan Mei, Cristian Cioflan, Thorir Mar Ingolfsson, Victor Javier Kartsch, Andrea Cossettini, Xiaying Wang, Luca Benini
2024 J jnl
Train-On-Request: An On-Device Continual Learning Workflow for Adaptive Real-World Brain Machine Interfaces.
CoRR
Lan Mei, Cristian Cioflan, Thorir Mar Ingolfsson, Victor Javier Kartsch, Andrea Cossettini, Xiaying Wang, Luca Benini
2024 — conf
VowelNet: Enhancing Communication with Wearable EEG-Based Vowel Imagery.
BioCAS
Thorir Mar Ingolfsson, Victor Javier Kartsch Morinigo, Andrea Cossettini, Xiaying Wang, Luca Benini
2023 — conf
EpiDeNet: An Energy-Efficient Approach to Seizure Detection for Embedded Systems.
BioCAS
Thorir Mar Ingolfsson, Upasana Chakraborty, Xiaying Wang, Sándor Beniczky, Pauline Ducouret, Simone Benatti, Philippe Ryvlin, Andrea Cossettini, Luca Benini
2023 J jnl
EpiDeNet: An Energy-Efficient Approach to Seizure Detection for Embedded Systems.
CoRR
Thorir Mar Ingolfsson, Upasana Chakraborty, Xiaying Wang, Sándor Beniczky, Pauline Ducouret, Simone Benatti, Philippe Ryvlin, Andrea Cossettini, Luca Benini
2023 — conf
Skilog: A Smart Sensor System for Performance Analysis and Biofeedback in Ski Jumping.
BioCAS
Lukas Schulthess, Thorir Mar Ingolfsson, Marc Nölke, Michele Magno, Luca Benini, Christoph Leitner
2023 J jnl
Skilog: A Smart Sensor System for Performance Analysis and Biofeedback in Ski Jumping.
CoRR
Lukas Schulthess, Thorir Mar Ingolfsson, Marc Nölke, Michele Magno, Luca Benini, Christoph Leitner
2022 — conf
EEGformer: Transformer-Based Epilepsy Detection on Raw EEG Traces for Low-Channel-Count Wearable Continuous Monitoring Devices.
BioCAS
Paola Busia, Andrea Cossettini, Thorir Mar Ingolfsson, Simone Benatti, Alessio Burrello, Moritz Scherer, Matteo Antonio Scrugli, Paolo Meloni, Luca Benini
2022 — conf
Energy-Efficient Tree-Based EEG Artifact Detection.
EMBC
Thorir Mar Ingolfsson, Andrea Cossettini, Simone Benatti, Luca Benini
2022 J jnl
Energy-Efficient Tree-Based EEG Artifact Detection.
CoRR
Thorir Mar Ingolfsson, Andrea Cossettini, Simone Benatti, Luca Benini
2022 J jnl
Reducing Neural Architecture Search Spaces with Training-Free Statistics and Computational Graph Clustering.
CoRR
Thorir Mar Ingolfsson, Mark Vero, Xiaying Wang, Lorenzo Lamberti, Luca Benini, Matteo Spallanzani
2022 — conf
Reducing neural architecture search spaces with training-free statistics and computational graph clustering.
CF
Thorir Mar Ingolfsson, Mark Vero, Xiaying Wang, Lorenzo Lamberti, Luca Benini, Matteo Spallanzani
2021 — conf
ECG-TCN: Wearable Cardiac Arrhythmia Detection with a Temporal Convolutional Network.
AICAS
Thorir Mar Ingolfsson, Xiaying Wang, Michael Hersche, Alessio Burrello, Lukas Cavigelli, Luca Benini
2021 J jnl
ECG-TCN: Wearable Cardiac Arrhythmia Detection with a Temporal Convolutional Network.
CoRR
Thorir Mar Ingolfsson, Xiaying Wang, Michael Hersche, Alessio Burrello, Lukas Cavigelli, Luca Benini
2021 — conf
Towards Long-term Non-invasive Monitoring for Epilepsy via Wearable EEG Devices.
BioCAS
Thorir Mar Ingolfsson, Andrea Cossettini, Xiaying Wang, Enrico Tabanelli, Giuseppe Tagliavini, Philippe Ryvlin, Luca Benini, Simone Benatti
2021 J jnl
Towards Long-term Non-invasive Monitoring for Epilepsy via Wearable EEG Devices.
CoRR
Thorir Mar Ingolfsson, Andrea Cossettini, Xiaying Wang, Enrico Tabanelli, Giuseppe Tagliavini, Philippe Ryvlin, Luca Benini, Simone Benatti
2020 B conf
EEG-TCNet: An Accurate Temporal Convolutional Network for Embedded Motor-Imagery Brain-Machine Interfaces.
SMC
Thorir Mar Ingolfsson, Michael Hersche, Xiaying Wang, Nobuaki Kobayashi, Lukas Cavigelli, Luca Benini
2020 J jnl
EEG-TCNet: An Accurate Temporal Convolutional Network for Embedded Motor-Imagery Brain-Machine Interfaces.
CoRR
Thorir Mar Ingolfsson, Michael Hersche, Xiaying Wang, Nobuaki Kobayashi, Lukas Cavigelli, Luca Benini