| 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 | 260 | 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 | 45 | 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 | 32 | 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 | 20 | 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 | 15 | 2022 |
| 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 | 11 | 2024 |
| Insights into LSTM architecture TM Ingolfsson https://thorirmar.com/post/insight_into_lstm/, 2021 | 9 | 2021 |
| SzCORE: Seizure Community Open‐Source Research Evaluation framework for the validation of electroencephalography‐based automated seizure detection algorithms J Dan, U Pale, A Amirshahi, W Cappelletti, TM Ingolfsson, X Wang, ... Epilepsia, 2024 | 8* | 2024 |
| 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 18 (3), 608-621, 2024 | 8 | 2024 |
| 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 | 8 | 2023 |
| BrainFuseNet: Enhancing Wearable Seizure Detection through EEG-PPG-accelerometer Sensor Fusion and Efficient Edge Deployment TM Ingolfsson, X Wang, U Chakraborty, S Benatti, A Bernini, P Ducouret, ... IEEE Transactions on Biomedical Circuits and Systems, 2024 | 6 | 2024 |
| 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 | 4 | 2022 |
| GAPses: Versatile smart glasses for comfortable and fully-dry acquisition and parallel ultra-low-power processing of EEG and EOG S Frey, MA Lucchini, V Kartsch, TM Ingolfsson, AH Bernardi, ... IEEE Transactions on Biomedical Circuits and Systems, 2024 | 3 | 2024 |
| BISeizuRe: BERT-inspired seizure data representation to improve epilepsy monitoring L Benfenati, TM Ingolfsson, A Cossettini, DJ Pagliari, A Burrello, L Benini 2024 46th Annual International Conference of the IEEE Engineering in …, 2024 | 3 | 2024 |
| CEReBrO: Compact Encoder for Representations of Brain Oscillations Using Efficient Alternating Attention A Dimofte, GA Bucagu, TM Ingolfsson, X Wang, A Cossettini, L Benini, ... arXiv preprint arXiv:2501.10885, 2025 | 2 | 2025 |
| 12 mJ per Class On-Device Online Few-Shot Class-Incremental Learning YE Wibowo, C Cioflan, TM Ingolfsson, M Hersche, L Zhao, A Rahimi, ... 2024 Design, Automation & Test in Europe Conference & Exhibition (DATE), 1-6, 2024 | 2 | 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 73, 1-12, 2023 | 2 | 2023 |
| 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 |
| Finetuning and Quantization of EEG-Based Foundational BioSignal Models on ECG and PPG Data for Blood Pressure Estimation B Tóth, D Senti, TM Ingolfsson, J Zweidler, A Elsig, L Benini, Y Li arXiv preprint arXiv:2502.17460, 2025 | | 2025 |
| FEMBA: Efficient and Scalable EEG Analysis with a Bidirectional Mamba Foundation Model A Tegon, TM Ingolfsson, X Wang, L Benini, Y Li arXiv preprint arXiv:2502.06438, 2025 | | 2025 |
Luca BeniniETH Zürich, Università di BolognaVerified email at unibo.it
