Publications

Paola Busia, Andrea Cossettini, Thorir Mar Ingolfsson, Simone Benatti, Alessio Burrello, Victor J. B. Jung, Moritz Scherer, Matteo A. Scrugli, Adriano Bernini, Pauline Ducouret, Philippe Ryvlin, Paolo Meloni, Luca Benini (2024). Reducing False Alarms in Wearable Seizure Detection With EEGformer: A Compact Transformer Model for MCUs. In IEEE TBioCAS.

Sergei Vostrikov, Thorir Mar Ingolfsson, Soley Hafthorsdottir, Christoph Leitner, Michele Magno, Luca Benini, Andrea Cossettini (2024). A Muscle Pennation Angle Estimation Framework From Raw Ultrasound Data for Wearable Biomedical Instrumentation. In IEEE TIM.

Thorir Mar Ingolfsson, Simone Benatti, Xiaying Wang, Adriano Bernini, Pauline Ducouret, Philippe Ryvlin, Sandor Beniczky, Luca Benini, Andrea Cossettini (2024). Minimizing artifact-induced false-alarms for seizure detection in wearable EEG devices with gradient-boosted tree classifiers. In Nature.

Lukas Schulthess, Thorir Mar Ingolfsson, Marc Nölke, Michele Magno, Luca Benini, Christoph Leitner (2023). Skilog: A Smart Sensor System for Performance Analysis and Biofeedback in Ski Jumping. In BioCAS.

Thorir Mar Ingolfsson, Upasana Chakraborty, Xiaying Wang, Sandor Beniczky, Pauline Ducouret, Simone Benatti, Philippe Ryvlin, Andrea Cossettini, Luca Benini (2023). EpiDeNet: An Energy-Efficient Approach to Seizure Detection for Embedded Systems. In BIOCAS.

Paola Busia, Andrea Cossettini, Thorir Mar Ingolfsson, Simone Benatti, Alessio Burrello, Moritz Scherer, Matteo Antonio Scrugli, Paolo Meloni, Luca Benini (2022). EEGformer: Transformer-Based Epilepsy Detection on Raw EEG Traces for Low-Channel-Count Wearable Continuous Monitoring Devices. In BioCAS.

Thorir Mar Ingolfsson, Andrea Cossettini, Simone Benatti, Luca Benini (2022). Energy-Efficient Tree-Based EEG Artifact Detection. In EMBC.

Thorir Mar Ingolfsson, Mark Vero, Xiaying Wang, Lorenzo Lamberti, Luca Benini, Matteo Spallanzani (2022). Reducing Neural Architecture Search Spaces with Training-Free Statistics and Computational Graph Clustering. In CF22.

Thorir Mar Ingolfsson, Andrea Cossettini, Xiaying Wang, Enrico Tabanelli, Giuseppe Tagliavini, Philippe Ryvlin, Luca Benini, Simone Benatti (2021). Towards Long-term Non-invasive Monitoring for Epilepsy via Wearable EEG Devices. In BIOCAS.

Thorir Mar Ingolfsson, Xiaying Wang, Michael Hersche, Alessio Burrello, Lukas Cavigelli, Luca Benini (2021). ECG-TCN: Wearable Cardiac Arrhythmia Detection with a Temporal Convolutional Network. In AICAS.

Thorir Mar Ingolfsson, Michael Hersche, Xiaying Wang, Nobuaki Kobayashi, Lukas Cavigelli, Luca Benini (2020). EEG-TCNet: An Accurate Temporal Convolutional Network for Embedded Motor-Imagery Brain–Machine Interfaces. In SMC.