Publications

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.

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.