All publications

Mazzola, S.; Riedel, S.; Benini, L., Enabling Efficient Hybrid Systolic Computation in Shared-L1-Memory Manycore Clusters, «IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS», 2024, 32, pp. 1602 - 1615 [Scientific article]

Vostrikov, S.; Anderegg, M.; Benini, L.; Cossettini, A., Unsupervised Feature Extraction From Raw Data for Gesture Recognition With Wearable Ultralow-Power Ultrasound, «IEEE TRANSACTIONS ON ULTRASONICS FERROELECTRICS AND FREQUENCY CONTROL», 2024, 71, pp. 831 - 841 [Scientific article]

Bertaccini, L.; Paulin, G.; Cavalcante, M.; Fischer, T.; Mach, S.; Benini, L., MiniFloats on RISC-V Cores: ISA Extensions With Mixed-Precision Short Dot Products, «IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTING», 2024, 12, pp. 1040 - 1055 [Scientific article]

Perotti, M.; Cavalcante, M.; Andri, R.; Cavigelli, L.; Benini, L., Ara2: Exploring Single- and Multi-Core Vector Processing With an Efficient RVV 1.0 Compliant Open-Source Processor, «IEEE TRANSACTIONS ON COMPUTERS», 2024, 73, pp. 1822 - 1836 [Scientific article]

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., Reducing False Alarms in Wearable Seizure Detection With EEGformer: A Compact Transformer Model for MCUs, «IEEE TRANSACTIONS ON BIOMEDICAL CIRCUITS AND SYSTEMS», 2024, 18, pp. 608 - 621 [Scientific article] Open Access

Moosmann, J.; Muller, H.; Zimmerman, N.; Rutishauser, G.; Benini, L.; Magno, M., Flexible and Fully Quantized Lightweight TinyissimoYOLO for Ultra-Low-Power Edge Systems, «IEEE ACCESS», 2024, 12, pp. 75093 - 75107 [Scientific article] Open Access

Balas, R.; Ottaviano, A.; Benini, L., CV32RT: Enabling Fast Interrupt and Context Switching for RISC-V Microcontrollers, «IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS», 2024, 32, pp. 1032 - 1044 [Scientific article]

Villani, F.; Ozsoy, C.; Vogt, C.; Cossettini, A.; Dean-Ben, X. L.; Magno, M.; Razansky, D.; Benini, L., Adaptive Image Reconstruction for Optoacoustic Tomography: A Partial FPGA Reconfiguration Approach, «IEEE SENSORS LETTERS», 2024, 8, pp. 1 - 4 [Scientific article]

Lamberti, L.; Bellone, L.; Macan, L.; Natalizio, E.; Conti, F.; Palossi, D.; Benini, L., Distilling Tiny and Ultrafast Deep Neural Networks for Autonomous Navigation on Nano-UAVs, «IEEE INTERNET OF THINGS JOURNAL», 2024, 11, pp. 33269 - 33281 [Scientific article]

Burrello, A.; Risso, M.; Motetti, B. A.; Macii, E.; Benini, L.; Pagliari, D. J., Enhancing Neural Architecture Search With Multiple Hardware Constraints for Deep Learning Model Deployment on Tiny IoT Devices, «IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTING», 2024, 12, pp. 780 - 794 [Scientific article]

Muller, H.; Kartsch, V.; Magno, M.; Benini, L., BatDeck: Advancing Nano-Drone Navigation with Low-Power Ultrasound-Based Obstacle Avoidance, in: IEEE Sensors Applications Symposium (SAS), 2024, ., pp. 1 - 6 (atti di: IEEE Sensors Applications Symposium (SAS), naples, italy, 23-25 July) [Contribution to conference proceedings]

Ingolfsson, T. M.; Benatti, S.; Wang, X.; Bernini, A.; Ducouret, P.; Ryvlin, P.; Beniczky, S.; Benini, L.; Cossettini, A., Minimizing artifact-induced false-alarms for seizure detection in wearable EEG devices with gradient-boosted tree classifiers, «SCIENTIFIC REPORTS», 2024, 14, pp. 1 - 16 [Scientific article] Open Access

Vostrikov, S.; Tille, J.; Benini, L.; Cossettini, A., TinyProbe: A Wearable 32-channel Multi-Modal Wireless Ultrasound Probe, «IEEE TRANSACTIONS ON ULTRASONICS FERROELECTRICS AND FREQUENCY CONTROL», 2024, PP, pp. 64 - 76 [Scientific article]

Kalenberg, K.; Muller, H.; Polonelli, T.; Schiaffino, A.; Niculescu, V.; Cioflan, C.; Magno, M.; Benini, L., Stargate: Multimodal Sensor Fusion for Autonomous Navigation on Miniaturized UAVs, «IEEE INTERNET OF THINGS JOURNAL», 2024, 11, pp. 21372 - 21390 [Scientific article]

Valente, L.; Restuccia, F.; Rossi, D.; Kastner, R.; Benini, L., TOP: Towards Open & Predictable Heterogeneous SoCs, «IEEE TRANSACTIONS ON COMPUTERS», 2024, 73, pp. 2678 - 2692 [Scientific article]

Niculescu, V.; Polonelli, T.; Magno, M.; Benini, L., NanoSLAM: Enabling Fully Onboard SLAM for Tiny Robots, «IEEE INTERNET OF THINGS JOURNAL», 2024, 11, pp. 13584 - 13607 [Scientific article]

Bethur, N. E.; Agnesina, A.; Brunion, M.; Garcia-Ortiz, A.; Catthoor, F.; Milojevic, D.; Komalan, M.; Cavalcante, M.; Riedel, S.; Benini, L.; Lim, S. K., Hier-3D: A Methodology for Physical Hierarchy Exploration of 3-D ICs, «IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS», 2024, 43, pp. 1957 - 1970 [Scientific article]

Friess, C.; Niculescu, V.; Polonelli, T.; Magno, M.; Benini, L., Fully Onboard SLAM for Distributed Mapping with a Swarm of Nano-Drones, «IEEE INTERNET OF THINGS JOURNAL», 2024, 11, pp. 32363 - 32380 [Scientific article]

Guermandi, M.; Benatti, S.; Benini, L., A Noncontact ECG Sensing System With a Micropower, Ultrahigh Impedance Front-End, and BLE Connectivity, «IEEE SENSORS JOURNAL», 2024, 24, pp. 4609 - 4617 [Scientific article]

Ingolfsson, T. M.; Wang, X.; Chakraborty, U.; Benatti, S.; Bernini, A.; Ducouret, P.; Ryvlin, P.; Beniczky, S.; Benini, L.; Cossettini, A., BrainFuseNet: Enhancing Wearable Seizure Detection Through EEG-PPG-Accelerometer Sensor Fusion and Efficient Edge Deployment, «IEEE TRANSACTIONS ON BIOMEDICAL CIRCUITS AND SYSTEMS», 2024, 18, pp. 720 - 733 [Scientific article] Open Access