All publications

AskariHemmat, MohammadHossein; Dupuis, Théo; Fournier, Yoan; El Zarif, Nizar; Cavalcante, Matheus; Perotti, Matteo; Gürkaynak, Frank; Benini, Luca; Leduc-Primeau, François; Savaria, Yvon; David, Jean-Pierre, Quark: An Integer RISC-V Vector Processor for Sub-Byte Quantized DNN Inference, in: 2023 IEEE International Symposium on Circuits and Systems (ISCAS), 345 E 47TH ST, NEW YORK, NY 10017 USA, IEEE, 2023, pp. . - . (atti di: 2023 IEEE International Symposium on Circuits and Systems (ISCAS), Monterey, CA, USA, 21-25 May 2023) [Contribution to conference proceedings]

Zeleke A.J.; Palumbo P.; Tubertini P.; Miglio R.; Chiari L., Machine learning-based prediction of hospital prolonged length of stay admission at emergency department: a Gradient Boosting algorithm analysis, «FRONTIERS IN ARTIFICIAL INTELLIGENCE», 2023, 6, pp. 1 - 19 [Scientific article] Open Access

Simani S.; Farsoni S.; Castaldi P., Data–Driven Design of an Active Wake Steering Control for a Wind Farm Benchmark, in: Intelligent Computing SAI 2023, Lecture Notes in Networks and Systems, Berlin, Springer Science and Business Media Deutschland GmbH, 2023, pp. 53 - 61 (LECTURE NOTES IN NETWORKS AND SYSTEMS) [Chapter or essay]

Rutishauser, Georg; Hunziker, Robin; Di Mauro, Alfio; Bian, Sizhen; Benini, Luca; Magno, Michele, ColibriES: A Milliwatts RISC-V Based Embedded System Leveraging Neuromorphic and Neural Networks Hardware Accelerators for Low-Latency Closed-loop Control Applications, in: 2023 IEEE International Symposium on Circuits and Systems (ISCAS), 345 E 47TH ST, NEW YORK, NY 10017 USA, IEEE, 2023, pp. . - . (atti di: 2023 IEEE International Symposium on Circuits and Systems (ISCAS), Monterey, CA, USA, 21-25 May 2023) [Contribution to conference proceedings]

Islamoglu, Gamze; Scherer, Moritz; Paulin, Gianna; Fischer, Tim; Jung, Victor J. B.; Garofalo, Angelo; Benini, Luca, ITA: An Energy-Efficient Attention and Softmax Accelerator for Quantized Transformers, in: 2023 IEEE/ACM International Symposium on Low Power Electronics and Design (ISLPED), 345 E 47TH ST, NEW YORK, NY 10017 USA, IEEE, 2023, pp. 1 - 6 (atti di: 2023 IEEE/ACM International Symposium on Low Power Electronics and Design (ISLPED), Vienna, Austria, 07-08 August 2023) [Contribution to conference proceedings]

Risso, Matteo; Burrello, Alessio; Sarda, Giuseppe Maria; Benini, Luca; Macii, Enrico; Poncino, Massimo; Verhelst, Marian; Pagliari, Daniele Jahier, Precision-aware Latency and Energy Balancing on Multi-Accelerator Platforms for DNN Inference, in: 2023 IEEE/ACM International Symposium on Low Power Electronics and Design (ISLPED), 345 E 47TH ST, NEW YORK, NY 10017 USA, IEEE, 2023, pp. . - . (atti di: 2023 IEEE/ACM International Symposium on Low Power Electronics and Design (ISLPED), Vienna, Austria, 07-08 August 2023) [Contribution to conference proceedings]

Albites-Sanabria, Jose; Palumbo, Pierpaolo; Bandinelli, Stefania; Palmerini, Luca; Chiari, Lorenzo, Fall Risk Assessment Using Wearable-Based Turn Detection: Comparison of Different Algorithms During Real-World Monitoring, in: Proceedings of the 16th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2023), 2023, 4, pp. 294 - 300 (atti di: 16th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2023), Lisbona, Portogallo, 16-18 Febbraio 2023) [Contribution to conference proceedings]

Benini, Luca, From Nano-Drones to Cars - A RISC-V Open Platform for next-generation Vehicles, in: 2023 9th International Workshop on Advances in Sensors and Interfaces (IWASI), 345 E 47TH ST, NEW YORK, NY 10017 USA, IEEE, 2023, pp. 8 - 8 (atti di: 2023 9th International Workshop on Advances in Sensors and Interfaces (IWASI), Monopoli (Bari), Italy, 08-09 June 2023) [Contribution to conference proceedings]

Polonelli, Tommaso; Feldmann, Casimir; Niculescu, Vlad; Müller, Hanna; Magno, Michele; Benini, Luca, Towards Robust and Efficient On-board Mapping for Autonomous Miniaturized UAVs, in: 2023 9th International Workshop on Advances in Sensors and Interfaces (IWASI), 345 E 47TH ST, NEW YORK, NY 10017 USA, IEEE, 2023, pp. 9 - 14 (atti di: 2023 9th International Workshop on Advances in Sensors and Interfaces (IWASI), Monopoli (Bari), Italy, 08-09 June 2023) [Contribution to conference proceedings]

Mayer, Philipp; Rogge, Rabea; Caviezel, Andrin; Munch, Jessica; Ringenbach, Adrian; Magno, Michele; Benini, Luca, Design and Evaluation of a LoRa Controlled Rugged Multisensor Unit for Induced Rockfall Experiments, in: 2023 9th International Workshop on Advances in Sensors and Interfaces (IWASI), 2023, pp. . - . (atti di: 2023 9th International Workshop on Advances in Sensors and Interfaces (IWASI), Monopoli (Bari), Italy, 08-09 June 2023) [Contribution to conference proceedings]

Kühne, Jonas; Magno, Michele; Benini, Luca, A Fast and Accurate Optical Flow Camera for Resource-Constrained Edge Applications, in: 2023 9th International Workshop on Advances in Sensors and Interfaces (IWASI), 345 E 47TH ST, NEW YORK, NY 10017 USA, IEEE, 2023, pp. 143 - 148 (atti di: 2023 9th International Workshop on Advances in Sensors and Interfaces (IWASI), Monopoli (Bari), Italy, 08-09 June 2023) [Contribution to conference proceedings]

Albites-Sanabria Jose; Palumbo Pierpaolo; Helbostad J.L.; Palmerini Luca; Chiari Lorenzo, Wearable-based Sit-to-Stand transfers in Older Adults: in-lab and home-based assessments, in: Convegno Nazionale di Bioingegneria, Patron Editore S.r.l., «... NATIONAL CONGRESS OF BIOENGINEERING. PROCEEDINGS.», 2023, pp. 95 - 98 (atti di: 8th National Congress of Bioengineering, GNB 2023, Italia, 2023) [Contribution to conference proceedings]

Accettura, Carlotta; Adams, Dean; Agarwal, Rohit; Ahdida, Claudia; Aimè, Chiara; Amapane, Nicola; Amorim, David; Andreetto, Paolo; Anulli, Fabio; Appleby, Robert; Apresyan, Artur; Apyan, Aram; Arsenyev, Sergey; Asadi, Pouya; Mahmoud, Mohammed Attia; Azatov, Aleksandr; Back, John; Balconi, Lorenzo; Bandiera, Laura; Barlow, Roger; Bartosik, Nazar; Barzi, Emanuela; Batsch, Fabian; Bauce, Matteo; Berg, J. Scott; Bersani, Andrea; Bertarelli, Alessandro; Bertolin, Alessandro; Black, Kevin; Boattini, Fulvio; Bogacz, Alex; Bonesini, Maurizio; Bordini, Bernardo; Bottaro, Salvatore; Bottura, Luca; Braghieri, Alessandro; Breschi, Marco; Bruhwiler, Natalie; Buffat, Xavier; Buonincontri, Laura; Burrows, Philip N.; Burt, Graeme; Buttazzo, Dario; Caiffi, Barbara; Calviani, Marco; Calzaferri, Simone; Calzolari, Daniele; Capdevilla, Rodolfo; Carli, Christian; Casaburo, Fausto; Casarsa, Massimo; Castelli, Luca; Catanesi, Maria Gabriella; Cavallucci, Lorenzo; Cavoto, Gianluca; Celiberto, Francesco Giov, Towards a muon collider, «EUROPEAN PHYSICAL JOURNAL. C, PARTICLES AND FIELDS», 2023, 83, pp. 1 - 110 [Scientific article] Open Access

Rizzoli, G.; Mengoni, M.; Vancini, L.; Sala, G.; Zarri, L.; Tani, A., Torque Ripple Suppression in Three-Phase Doubly-Fed Machine for Wireless Power Transfer in Integrated Drives, «IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS», 2023, 71, pp. 1 - 12 [Scientific article] Open Access

Gentilini, Lorenzo; Bin, Michelangelo; Marconi, Lorenzo, Data-driven Output Regulation via Gaussian Processes and Luenberger Internal Models, in: IFAC-PapersOnLine, RADARWEG 29, 1043 NX AMSTERDAM, NETHERLANDS, ELSEVIER, «IFAC-PAPERSONLINE», 2023, 56, pp. 367 - 372 (atti di: 12th IFAC Symposium on Nonlinear Control Systems NOLCOS 2022, Canberra, Australia, January 4-6, 2023) [Contribution to conference proceedings]

Moreschini, Alessio; Bin, Michelangelo; Astolfi, Alessandro; Parisini, Thomas, On ϱ-passivity, in: IFAC-PapersOnLine, «IFAC-PAPERSONLINE», 2023, 56, pp. 8556 - 8561 (atti di: 22nd IFAC World Congress, Yokohama, Japan, July 9-14, 2023) [Contribution to conference proceedings]

Scandella, Matteo; Bin, Michelangelo; Parisini, Thomas, Kernel-Based Identification of Incrementally Input-to-State Stable Nonlinear Systems, in: IFAC-PapersOnLine, «IFAC-PAPERSONLINE», 2023, 56, pp. 5127 - 5132 (atti di: 22nd IFAC World Congress, Yokohama, Japan, July 9-14, 2023) [Contribution to conference proceedings]

Bian, Sizhen; Schulthess, Lukas; Rutishauser, Georg; Mauro, Alfio Di; Benini, Luca; Magno, Michele, ColibriUAV: An Ultra-Fast, Energy-Efficient Neuromorphic Edge Processing UAV-Platform with Event-Based and Frame-Based Cameras, in: 2023 9th International Workshop on Advances in Sensors and Interfaces (IWASI), 345 E 47TH ST, NEW YORK, NY 10017 USA, IEEE, 2023, pp. 287 - 292 (atti di: 2023 9th International Workshop on Advances in Sensors and Interfaces (IWASI), Monopoli (Bari), Italy, 08-09 June 2023) [Contribution to conference proceedings]

Cuomo, Luca; Scordino, Claudio; Ottaviano, Alessandro; Wistoff, Nils; Balas, Robert; Benini, Luca; Guidieri, Errico; Savino, Ida Maria, Towards a RISC-V Open Platform for Next-generation Automotive ECUs, in: 2023 12th Mediterranean Conference on Embedded Computing (MECO), 2023, pp. . - . (atti di: 2023 12th Mediterranean Conference on Embedded Computing (MECO), Budva, Montenegro, 06-10 June 2023) [Contribution to conference proceedings]

Orenes-Vera, Marcelo; Yun, Hyunsung; Wistoff, Nils; Heiser, Gernot; Benini, Luca; Wentzlaff, David; Martonosi, Margaret, AutoCC: Automatic Discovery of Covert Channels in Time-Shared Hardware, in: MICRO '23: Proceedings of the 56th Annual IEEE/ACM International Symposium on Microarchitecture, 2023, pp. 871 - 885 (atti di: MICRO '23: Proceedings of the 56th Annual IEEE/ACM International Symposium on Microarchitecture, Toronto, ON, Canada, 28 October 2023 - 01 November 2023) [Contribution to conference proceedings] Open Access