Dequino, Alberto; Bompani, Luca; Benini, Luca; Conti, Francesco, Optimizing BFloat16 Deployment of Tiny Transformers on Ultra-Low Power Extreme Edge SoCs, «JOURNAL OF LOW POWER ELECTRONICS AND APPLICATIONS», 2025, 15, Article number: 8 , pp. 1 - 26 [Scientific article]Open Access
Bompani, Luca; Crupi, Luca; Palossi, Daniele; Baldoni, Olmo; Brunelli, Davide; Conti, Francesco; Rusci, Manuele; Benini, Luca, Accelerating Image-based Pest Detection on a Heterogeneous Multicore Microcontroller, «IEEE TRANSACTIONS ON AGRIFOOD ELECTRONICS.», 2024, 2, pp. 170 - 180 [Scientific article]
Mazzoni, Benedetta; Bompani, Luca; Orlandi, Mattia; Benatti, Simone; Tagliavini, Giuseppe, Balancing Accuracy and Energy Efficiency on Ultra-Low-Power Platforms for ECG Analysis, in: 2024 IEEE International Conference on Omni-Layer Intelligent Systems, COINS 2024, 345 E 47TH ST, NEW YORK, NY 10017 USA, Institute of Electrical and Electronics Engineers Inc., 2024, pp. 1 - 6 (atti di: 2024 IEEE International Conference on Omni-Layer Intelligent Systems, COINS 2024, Londra (Regno Unito), 2024) [Contribution to conference proceedings]
Scherer, Moritz; Macan, Luka; Jung, Victor J. B.; Wiese, Philip; Bompani, Luca; Burrello, Alessio; Conti, Francesco; Benini, Luca, Deeploy: Enabling Energy-Efficient Deployment of Small Language Models on Heterogeneous Microcontrollers, «IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS», 2024, 43, pp. 4009 - 4020 [Scientific article]Open Access
Bompani, L.; Rusci, M.; Palossi, D.; Conti, F.; Benini, L., Multi-resolution Rescored ByteTrack for Video Object Detection on Ultra-low-power Embedded Systems, in: IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, IEEE Computer Society, 2024, pp. 2182 - 2190 (atti di: 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2024, Seattle, WA, USA, 17-18 June 2024) [Contribution to conference proceedings]
Lamberti, Lorenzo; Bompani, Luca; Kartsch, Victor Javier; Rusci, Manuele; Palossi, Daniele; Benini, Luca, Bio-inspired Autonomous Exploration Policies with CNN-based Object Detection on Nano-drones, in: 2023 Design, Automation & Test in Europe Conference & Exhibition (DATE), 2023, pp. 1 - 6 (atti di: 2023 Design, Automation & Test in Europe Conference & Exhibition (DATE), Antwerp, Belgium, Apr 17, 2023 – Apr 19, 2023) [Contribution to conference proceedings]Open Access
Pourjabar, Mahyar; Rusci, Manuele; Bompani, Luca; Lamberti, Lorenzo; Niculescu, Vlad; Palossi, Daniele; Benini, Luca, Multi-sensory Anti-collision Design for Autonomous Nano-swarm Exploration, in: IEEE International Conference on Electronics, Circuits and Systems (ICECS), Istanbul, Turkiye, IEEE, 2023, pp. 1 - 5 (atti di: 2023 30th IEEE International Conference on Electronics, Circuits and Systems (ICECS), Istanbul, Turkiye, 04-07 December 2023) [Contribution to conference proceedings]Open Access
Rusci, Manuele; Bompani, Luca; Baldoni, Olmo; Montanari, Carlo; Brunelli, Davide; Benini, Luca, Parallel Execution of the Viola-Jones Algorithm on MCUs for Low-Cost Automated Pest Detection, in: 2023 IEEE Conference on AgriFood Electronics (CAFE), 2023, pp. 35 - 39 (atti di: Conference on AgriFood Electronics, Torino, 25-27/09/2023) [Contribution to conference proceedings]Open Access
