Jain, Vikram; Cavalcante, Matheus; Bruschi, Nazareno; Rogenmoser, Michael; Benz, Thomas; Kurth, Andreas; Rossi, Davide; Benini, Luca; Verhelst, Marian, PATRONoC: Parallel AXI Transport Reducing Overhead for Networks-on-Chip targeting Multi-Accelerator DNN Platforms at the Edge, in: 2023 60th ACM/IEEE Design Automation Conference (DAC), 345 E 47TH ST, NEW YORK, NY 10017 USA, IEEE, 2023, pp. 1 - 6 (atti di: 2023 60th ACM/IEEE Design Automation Conference (DAC), San Francisco, usa, 09-13 July 2023) [Contributo in Atti di convegno]
Gomony, Manil Dev; De Putter, Floran; Gebregiorgis, Anteneh; Paulin, Gianna; Mei, Linyan; Jain, Vikram; Hamdioui, Said; Sanchez, Victor; Grosser, Tobias; Geilen, Marc; Verhelst, Marian; Zenke, Friedemann; Gurkaynak, Frank; De Bruin, Barry; Stuijk, Sander; Davidson, Simon; De, Sayandip; Ghogho, Mounir; Jimborean, Alexandra; Eissa, Sherif; Benini, Luca; Soudris, Dimitrios; Bishnoi, Rajendra; Ainsworth, Sam; Corradi, Federico; Karrakchou, Ouassim; Güneysu, Tim; Corporaal, Henk, PetaOps/W edge-AI $\mu$ Processors: Myth or reality?, 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, 17-19 April 2023) [Contributo in Atti di convegno]
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) [Contributo in Atti di convegno]
Ulbricht, M; Tortorella, Y; Rogenmoser, M; Lu, L; Chen, JC; Conti, F; Krstic, M; Benini, L, PULP Fiction No More-Dependable PULP Systems for Space, in: 2023 IEEE European Test Symposium (ETS), 345 E 47TH ST, NEW YORK, NY 10017 USA, IEEE, 2023, pp. 1 - 10 (atti di: 2023 IEEE European Test Symposium (ETS), Venezia, Italy, 2023) [Contributo in Atti di convegno]
Moosmann, Julian; Mandula, Jakub; Mayer, Philipp; Benini, Luca; Magno, Michele, Quantitative Evaluation of a Multi-Modal Camera Setup for Fusing Event Data with RGB Images, in: 2023 IEEE SENSORS, 345 E 47TH ST, NEW YORK, NY 10017 USA, IEEE, «PROCEEDINGS OF IEEE SENSORS ...», 2023, pp. . - . (atti di: 2023 IEEE SENSORS, Vienna, Austria, 29 October 2023 - 01 November 2023) [Contributo in Atti di convegno]
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) [Contributo in Atti di convegno]
Tortorella, Yvan; Bertaccini, Luca; Benini, Luca; Rossi, Davide; Conti, Francesco, RedMule: A mixed-precision matrix–matrix operation engine for flexible and energy-efficient on-chip linear algebra and TinyML training acceleration, «FUTURE GENERATION COMPUTER SYSTEMS», 2023, 149, pp. 122 - 135 [articolo]
Nadalini, D; Rusci, M; Benini, L; Conti, F, Reduced precision floating-point optimization for Deep Neural Network On-Device Learning on microcontrollers, «FUTURE GENERATION COMPUTER SYSTEMS», 2023, 149, pp. 212 - 226 [articolo]
Xie, Chen; Burrello, Alessio; Daghero, Francesco; Benini, Luca; Calimera, Andrea; Macii, Enrico; Poncino, Massimo; Jahier Pagliari, Daniele, Reducing the Energy Consumption of sEMG-Based Gesture Recognition at the Edge Using Transformers and Dynamic Inference, «SENSORS», 2023, 23, Article number: 2065, pp. 1 - 21 [articolo]Open Access
Müller, Hanna; Niculescu, Vlad; Polonelli, Tommaso; Magno, Michele; Benini, Luca, Robust and Efficient Depth-Based Obstacle Avoidance for Autonomous Miniaturized UAVs, «IEEE TRANSACTIONS ON ROBOTICS», 2023, 39, Article number: 10272390, pp. 4935 - 4951 [articolo]Open Access
Molan, M.; Borghesi, A.; Cesarini, D.; Benini, L.; Bartolini, A., RUAD: Unsupervised anomaly detection in HPC systems, «FUTURE GENERATION COMPUTER SYSTEMS», 2023, 141, pp. 542 - 554 [articolo]Open Access
Jung, Victor J. B.; Symons, Arne; Mei, Linyan; Verhelst, Marian; Benini, Luca, SALSA: Simulated Annealing based Loop-Ordering Scheduler for DNN Accelerators, in: 2023 IEEE 5th International Conference on Artificial Intelligence Circuits and Systems (AICAS), 2023, pp. 1 - 5 (atti di: 2023 IEEE 5th International Conference on Artificial Intelligence Circuits and Systems (AICAS), Hangzhou, China, 11-13 June 2023) [Contributo in Atti di convegno]Open Access
Chen J.; Loi I.; Flamand E.; Tagliavini G.; Benini L.; Rossi D., Scalable Hierarchical Instruction Cache for Ultralow-Power Processors Clusters, «IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS», 2023, 31, Article number: 10048762, pp. 456 - 469 [articolo]Open Access
Mattei Andrea, Scherer Moritz, Cioflan Cristian, Magno Michele, Benini, Luca, Securing Tiny Transformer-based Computer Vision Models: Evaluating Real-World Patch Attacks, in: 9th World Forum on the Internet of Things (WF-IoT 2023), 2023, pp. . - . (atti di: 9th World Forum on the Internet of Things (WF-IoT 2023), Aveiro, Portugal, 12-27 October 2023) [Contributo in Atti di convegno]Open Access
Valente, L.; Veeran, A.; Sinigaglia, M.; Tortorella, Y.; Nadalini, A.; Wistoff, N.; Sá, B.; Garofalo, A.; Psiakis, R.; Tolba, M.; Kulmala, A.; Limaye, N.; Sinanoglu, O.; Pinto, S.; Palossi, D.; Benini, L.; Mohammad, B.; Rossi, D., Shaheen: An Open, Secure, and Scalable RV64 SoC for Autonomous Nano-UAVs, in: Proceedings of the 2023 IEEE Hot Chips 35 Symposium (HCS), 2023(atti di: Hot Chips 35 Symposium, Stanford, 27/08/2023) [atti di convegno-poster]
