| EEG-TCNet: An accurate temporal convolutional network for embedded motor-imagery brain–machine interfaces TM Ingolfsson, M Hersche, X Wang, N Kobayashi, L Cavigelli, L Benini 2020 IEEE International Conference on Systems, Man, and Cybernetics (SMC …, 2020 | 134 | 2020 |
| ECG-TCN: Wearable cardiac arrhythmia detection with a temporal convolutional network TM Ingolfsson, X Wang, M Hersche, A Burrello, L Cavigelli, L Benini 2021 IEEE 3rd International Conference on Artificial Intelligence Circuits …, 2021 | 29 | 2021 |
| Towards long-term non-invasive monitoring for epilepsy via wearable EEG devices TM Ingolfsson, A Cossettini, X Wang, E Tabanelli, G Tagliavini, P Ryvlin, ... 2021 IEEE Biomedical Circuits and Systems Conference (BioCAS), 01-04, 2021 | 20 | 2021 |
| Eegformer: Transformer-based epilepsy detection on raw eeg traces for low-channel-count wearable continuous monitoring devices P Busia, A Cossettini, TM Ingolfsson, S Benatti, A Burrello, M Scherer, ... 2022 IEEE Biomedical Circuits and Systems Conference (BioCAS), 640-644, 2022 | 13 | 2022 |
| Energy-efficient tree-based EEG artifact detection TM Ingolfsson, A Cossettini, S Benatti, L Benini 2022 44th Annual International Conference of the IEEE Engineering in …, 2022 | 10 | 2022 |
| Insights into LSTM architecture TM Ingolfsson https://thorirmar.com/post/insight_into_lstm/, 2021 | 9 | 2021 |
| Reducing neural architecture search spaces with training-free statistics and computational graph clustering TM Ingolfsson, M Vero, X Wang, L Lamberti, L Benini, M Spallanzani Proceedings of the 19th ACM International Conference on Computing Frontiers …, 2022 | 3 | 2022 |
| Reducing False Alarms in Wearable Seizure Detection with EEGformer: A Compact Transformer Model for MCUs P Busia, A Cossettini, TM Ingolfsson, S Benatti, A Burrello, VJB Jung, ... IEEE Transactions on Biomedical Circuits and Systems, 2024 | 1 | 2024 |
| Skilog: A Smart Sensor System for Performance Analysis and Biofeedback in Ski Jumping L Schulthess, TM Ingolfsson, M Nölke, M Magno, L Benini, C Leitner 2023 IEEE Biomedical Circuits and Systems Conference (BioCAS), 1-5, 2023 | 1 | 2023 |
| 12 mJ per Class On-Device Online Few-Shot Class-Incremental Learning YE Wibowo, C Cioflan, TM Ingolfsson, M Hersche, L Zhao, A Rahimi, ... arXiv preprint arXiv:2403.07851, 2024 | | 2024 |
| SzCORE: A Seizure Community Open-source Research Evaluation framework for the validation of EEG-based automated seizure detection algorithms J Dan, U Pale, A Amirshahi, W Cappelletti, TM Ingolfsson, X Wang, ... arXiv preprint arXiv:2402.13005, 2024 | | 2024 |
| A leap into the future: Towards an augmented reality learning environment in ski-jumping L Schulthess, T Ingolfsson, S Huber, M Nölke, M Magno, L Benini, ... Current Issues in Sport Science (CISS) 9 (2), 069-069, 2024 | | 2024 |
| Minimizing artifact-induced false-alarms for seizure detection in wearable EEG devices with gradient-boosted tree classifiers TM Ingolfsson, S Benatti, X Wang, A Bernini, P Ducouret, P Ryvlin, ... Scientific Reports 14 (1), 2980, 2024 | | 2024 |
| A Muscle Pennation Angle Estimation Framework From Raw Ultrasound Data for Wearable Biomedical Instrumentation S Vostrikov, TM Ingolfsson, S Hafthorsdottir, C Leitner, M Magno, L Benini, ... IEEE Transactions on Instrumentation and Measurement, 2023 | | 2023 |
| EpiDeNet: An Energy-Efficient Approach to Seizure Detection for Embedded Systems TM Ingolfsson, U Chakraborty, X Wang, S Beniczky, P Ducouret, S Benatti, ... 2023 IEEE Biomedical Circuits and Systems Conference (BioCAS), 1-5, 2023 | | 2023 |
| Temporal Convolutional Networks TM Ingolfsson https://thorirmar.com/post/temporal_convolutional_networks/, 2022 | | 2022 |
Luca BeniniETH Zürich, Università di BolognaVerified email at unibo.it
