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ORCIDThorir Mar Ingolfsson
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2020 – today
- 2024
[j3]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:
Reducing False Alarms in Wearable Seizure Detection With EEGformer: A Compact Transformer Model for MCUs. IEEE Trans. Biomed. Circuits Syst. 18(3): 608-621 (2024)- [j2]Thorir Mar Ingolfsson, Xiaying Wang, Upasana Chakraborty, Simone Benatti, Adriano Bernini, Pauline Ducouret, Philippe Ryvlin, Sándor Beniczky, Luca Benini, Andrea Cossettini:
BrainFuseNet: Enhancing Wearable Seizure Detection Through EEG-PPG-Accelerometer Sensor Fusion and Efficient Edge Deployment. IEEE Trans. Biomed. Circuits Syst. 18(4): 720-733 (2024) - [j1]Sergei Vostrikov, Thorir Mar Ingolfsson, Soley Hafthorsdottir, Christoph Leitner, Michele Magno, Luca Benini, Andrea Cossettini:
A Muscle Pennation Angle Estimation Framework From Raw Ultrasound Data for Wearable Biomedical Instrumentation. IEEE Trans. Instrum. Meas. 73: 1-12 (2024) - [c9]Yoga Esa Wibowo, Cristian Cioflan, Thorir Mar Ingolfsson, Michael Hersche, Leo Zhao, Abbas Rahimi, Luca Benini:
12 mJ Per Class On-Device Online Few-Shot Class-Incremental Learning. DATE 2024: 1-6 - [i13]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:
SzCORE: A Seizure Community Open-source Research Evaluation framework for the validation of EEG-based automated seizure detection algorithms. CoRR abs/2402.13005 (2024) - [i12]Yoga Esa Wibowo, Cristian Cioflan, Thorir Mar Ingolfsson, Michael Hersche, Leo Zhao, Abbas Rahimi, Luca Benini:
12 mJ per Class On-Device Online Few-Shot Class-Incremental Learning. CoRR abs/2403.07851 (2024) - [i11]Sebastian Frey, Mattia Alberto Lucchini, Victor Javier Kartsch, Thorir Mar Ingolfsson, Andrea Helga Bernardi, Michael Segessenmann, Jakub Osieleniec, Simone Benatti, Luca Benini, Andrea Cossettini:
GAPses: Versatile smart glasses for comfortable and fully-dry acquisition and parallel ultra-low-power processing of EEG and EOG. CoRR abs/2406.07903 (2024) - [i10]Luca Benfenati, Thorir Mar Ingolfsson, Andrea Cossettini, Daniele Jahier Pagliari, Alessio Burrello, Luca Benini:
BISeizuRe: BERT-Inspired Seizure Data Representation to Improve Epilepsy Monitoring. CoRR abs/2406.19189 (2024) - [i9]Lan Mei, Cristian Cioflan, Thorir Mar Ingolfsson, Victor Javier Kartsch, Andrea Cossettini, Xiaying Wang, Luca Benini:
Train-On-Request: An On-Device Continual Learning Workflow for Adaptive Real-World Brain Machine Interfaces. CoRR abs/2409.09161 (2024) - [i8]Lan Mei, Thorir Mar Ingolfsson, Cristian Cioflan, Victor Javier Kartsch, Andrea Cossettini, Xiaying Wang, Luca Benini:
An Ultra-Low Power Wearable BMI System with Continual Learning Capabilities. CoRR abs/2409.10654 (2024) - 2023
- [c8]Thorir Mar Ingolfsson, Upasana Chakraborty, Xiaying Wang, Sándor Beniczky, Pauline Ducouret, Simone Benatti, Philippe Ryvlin, Andrea Cossettini, Luca Benini:
EpiDeNet: An Energy-Efficient Approach to Seizure Detection for Embedded Systems. BioCAS 2023: 1-5 - [c7]Lukas Schulthess, Thorir Mar Ingolfsson, Marc Nölke, Michele Magno, Luca Benini, Christoph Leitner:
Skilog: A Smart Sensor System for Performance Analysis and Biofeedback in Ski Jumping. BioCAS 2023: 1-5 - [i7]Thorir Mar Ingolfsson, Upasana Chakraborty, Xiaying Wang, Sándor Beniczky, Pauline Ducouret, Simone Benatti, Philippe Ryvlin, Andrea Cossettini, Luca Benini:
EpiDeNet: An Energy-Efficient Approach to Seizure Detection for Embedded Systems. CoRR abs/2309.07135 (2023) - [i6]Lukas Schulthess, Thorir Mar Ingolfsson, Marc Nölke, Michele Magno, Luca Benini, Christoph Leitner:
Skilog: A Smart Sensor System for Performance Analysis and Biofeedback in Ski Jumping. CoRR abs/2309.14455 (2023) - 2022
- [c6]Paola Busia, Andrea Cossettini, Thorir Mar Ingolfsson, Simone Benatti, Alessio Burrello, Moritz Scherer, Matteo Antonio Scrugli, Paolo Meloni, Luca Benini:
EEGformer: Transformer-Based Epilepsy Detection on Raw EEG Traces for Low-Channel-Count Wearable Continuous Monitoring Devices. BioCAS 2022: 640-644 - [c5]Thorir Mar Ingolfsson, Mark Vero, Xiaying Wang, Lorenzo Lamberti, Luca Benini, Matteo Spallanzani:
Reducing neural architecture search spaces with training-free statistics and computational graph clustering. CF 2022: 213-214 - [c4]Thorir Mar Ingolfsson, Andrea Cossettini, Simone Benatti, Luca Benini:
Energy-Efficient Tree-Based EEG Artifact Detection. EMBC 2022: 3723-3728 - [i5]Thorir Mar Ingolfsson, Andrea Cossettini, Simone Benatti, Luca Benini:
Energy-Efficient Tree-Based EEG Artifact Detection. CoRR abs/2204.09577 (2022) - [i4]Thorir Mar Ingolfsson, Mark Vero, Xiaying Wang, Lorenzo Lamberti, Luca Benini, Matteo Spallanzani:
Reducing Neural Architecture Search Spaces with Training-Free Statistics and Computational Graph Clustering. CoRR abs/2204.14103 (2022) - 2021
- [c3]Thorir Mar Ingolfsson, Xiaying Wang, Michael Hersche, Alessio Burrello, Lukas Cavigelli, Luca Benini:
ECG-TCN: Wearable Cardiac Arrhythmia Detection with a Temporal Convolutional Network. AICAS 2021: 1-4 - [c2]Thorir Mar Ingolfsson, Andrea Cossettini, Xiaying Wang, Enrico Tabanelli, Giuseppe Tagliavini, Philippe Ryvlin, Luca Benini, Simone Benatti:
Towards Long-term Non-invasive Monitoring for Epilepsy via Wearable EEG Devices. BioCAS 2021: 1-4 - [i3]Thorir Mar Ingolfsson, Xiaying Wang, Michael Hersche, Alessio Burrello, Lukas Cavigelli, Luca Benini:
ECG-TCN: Wearable Cardiac Arrhythmia Detection with a Temporal Convolutional Network. CoRR abs/2103.13740 (2021) - [i2]Thorir Mar Ingolfsson, Andrea Cossettini, Xiaying Wang, Enrico Tabanelli, Giuseppe Tagliavini, Philippe Ryvlin, Luca Benini, Simone Benatti:
Towards Long-term Non-invasive Monitoring for Epilepsy via Wearable EEG Devices. CoRR abs/2106.08008 (2021) - 2020
- [c1]Thorir Mar Ingolfsson, Michael Hersche, Xiaying Wang, Nobuaki Kobayashi, Lukas Cavigelli, Luca Benini:
EEG-TCNet: An Accurate Temporal Convolutional Network for Embedded Motor-Imagery Brain-Machine Interfaces. SMC 2020: 2958-2965 - [i1]Thorir Mar Ingolfsson, Michael Hersche, Xiaying Wang, Nobuaki Kobayashi, Lukas Cavigelli, Luca Benini:
EEG-TCNet: An Accurate Temporal Convolutional Network for Embedded Motor-Imagery Brain-Machine Interfaces. CoRR abs/2006.00622 (2020)
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