SCHERER, MATTHIAS ALEXANDER
SCHERER, MATTHIAS ALEXANDER
DIPARTIMENTO DI SCIENZE STATISTICHE "PAOLO FORTUNATI"
Personale esterno ed autonomi
Circuits and Systems for Embodied AI: Exploring uJ Multi-Modal Perception for Nano-UAVs on the Kraken Shield
2024 Potocnik, V.; Di Mauro, A.; Lamberti, L.; Kartsch, V.; Scherer, M.; Conti, F.; Benini, L.
Reducing False Alarms in Wearable Seizure Detection With EEGformer: A Compact Transformer Model for MCUs
2024 Busia, P.; Cossettini, A.; Ingolfsson, T. M.; Benatti, S.; Burrello, A.; Jung, V. J. B.; Scherer, M.; Scrugli, M. A.; Bernini, A.; Ducouret, P.; Ryvlin, P.; Meloni, P.; Benini, L.
Work in Progress: Linear Transformers for TinyML
2024 Scherer, M.; Cioflan, C.; Magno, M.; Benini, L.
Siracusa: A Low-Power On-Sensor RISC-V SoC for Extended Reality Visual Processing in 16nm CMOS
2023 Scherer, M; Eggimann, M; Di Mauro, A; Prasad, AS; Conti, F; Rossi, D; Gómez, JT; Li, ZY; Sarwar, SS; Wang, Z; De Salvo, B; Benini, L
A 1036 TOp/s/W, 12.2 mW, 2.72 mu J/Inference All Digital TNN Accelerator in 22 nm FDX Technology for TinyML Applications
2022 Scherer, M; Di Mauro, A; Rutishauser, G; Fischer, T; Benini, L
Kraken: A Direct Event/Frame-Based Multi-sensor Fusion SoC for Ultra-Efficient Visual Processing in Nano-UAVs
2022 Di Mauro A.; Scherer M.; Rossi D.; Benini L.
Ternarized TCN for mu J/Inference Gesture Recognition from DVS Event Frames
2022 Rutishauser, G; Scherer, M; Fischer, T; Benini, L
FlyDVS: An Event-Driven Wireless Ultra-Low Power Visual Sensor Node
2021 Di Mauro, A.; Scherer, M.; Mas, J. F.; Bougenot, B.; Magno, M.; Benini, L.
Towards Always-on Event-based Cameras for Long-lasting Battery-operated Smart Sensor Nodes
2021 Scherer, M.; Mayer, P.; Di Mauro, A.; Magno, M.; Benini, L.
| Titolo | Autore(i) | Anno | Periodico | Editore | Tipo | File |
|---|---|---|---|---|---|---|
| Circuits and Systems for Embodied AI: Exploring uJ Multi-Modal Perception for Nano-UAVs on the Kraken Shield | Potocnik, V.; Di Mauro, A.; Lamberti, L.; Kartsch, V.; Scherer, M.; Conti, F.; Benini, L. | 2024-01-01 | - | IEEE Computer Society | 4.01 Contributo in Atti di convegno | - |
| Reducing False Alarms in Wearable Seizure Detection With EEGformer: A Compact Transformer Model for MCUs | Busia, P.; Cossettini, A.; Ingolfsson, T. M.; Benatti, S.; Burrello, A.; Jung, V. J. B.; Scherer,... M.; Scrugli, M. A.; Bernini, A.; Ducouret, P.; Ryvlin, P.; Meloni, P.; Benini, L. | 2024-01-01 | IEEE TRANSACTIONS ON BIOMEDICAL CIRCUITS AND SYSTEMS | - | 1.01 Articolo in rivista | Reducing_False_Alarms_in_Wearable_Seizure_Detection_With_EEGformer_A_Compact_Transformer_Model_for_MCUs.pdf |
| Work in Progress: Linear Transformers for TinyML | Scherer, M.; Cioflan, C.; Magno, M.; Benini, L. | 2024-01-01 | - | Institute of Electrical and Electronics Engineers Inc. | 4.01 Contributo in Atti di convegno | - |
| Siracusa: A Low-Power On-Sensor RISC-V SoC for Extended Reality Visual Processing in 16nm CMOS | Scherer, M; Eggimann, M; Di Mauro, A; Prasad, AS; Conti, F; Rossi, D; Gómez, JT; Li, ZY; Sarwar, ...SS; Wang, Z; De Salvo, B; Benini, L | 2023-01-01 | - | IEEE | 4.01 Contributo in Atti di convegno | - |
| A 1036 TOp/s/W, 12.2 mW, 2.72 mu J/Inference All Digital TNN Accelerator in 22 nm FDX Technology for TinyML Applications | Scherer, M; Di Mauro, A; Rutishauser, G; Fischer, T; Benini, L | 2022-01-01 | - | IEEE | 4.01 Contributo in Atti di convegno | 1036 top post print.pdf |
| Kraken: A Direct Event/Frame-Based Multi-sensor Fusion SoC for Ultra-Efficient Visual Processing in Nano-UAVs | Di Mauro A.; Scherer M.; Rossi D.; Benini L. | 2022-01-01 | - | - | 4.01 Contributo in Atti di convegno | - |
| Ternarized TCN for mu J/Inference Gesture Recognition from DVS Event Frames | Rutishauser, G; Scherer, M; Fischer, T; Benini, L | 2022-01-01 | - | IEEE | 4.01 Contributo in Atti di convegno | 857_file_Paper.pdf |
| FlyDVS: An Event-Driven Wireless Ultra-Low Power Visual Sensor Node | Di Mauro, A.; Scherer, M.; Mas, J. F.; Bougenot, B.; Magno, M.; Benini, L. | 2021-01-01 | - | Institute of Electrical and Electronics Engineers Inc. | 4.01 Contributo in Atti di convegno | - |
| Towards Always-on Event-based Cameras for Long-lasting Battery-operated Smart Sensor Nodes | Scherer, M.; Mayer, P.; Di Mauro, A.; Magno, M.; Benini, L. | 2021-01-01 | - | Institute of Electrical and Electronics Engineers Inc. | 4.01 Contributo in Atti di convegno | - |