Brander, Carl; Cioflan, Cristian; Niculescu, Vlad; Müller, Hanna; Polonelli, Tommaso; Magno, Michele; Benini, Luca, Improving Data-Scarce Image Classification Through Multimodal Synthetic Data Pretraining, in: 2023 IEEE Sensors Applications Symposium (SAS), 345 E 47TH ST, NEW YORK, NY 10017 USA, IEEE, 2023, pp. . - . (atti di: 2023 IEEE Sensors Applications Symposium (SAS), Ottawa, ON, Canada, 18 - 20 july 2023) [Contributo in Atti di convegno]
Langenegger, Jovin; Karunaratne, Geethan; Hersche, Michael; Benini, Luca; Sebastian, Abu; Rahimi, Abbas, In-memory factorization of holographic perceptual representations, «NATURE NANOTECHNOLOGY», 2023, 18, pp. 479 - 485 [articolo]Open Access
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) [Contributo in Atti di convegno]
Pourjabar, Mahyar; AlKatheeri, Ahmed; Rusci, Manuele; Barcis, Agata; Niculescu, Vlad; Ferrante, Eliseo; Palossi, Daniele; Benini, Luca, Land & Localize: An Infrastructure-free and Scalable Nano-Drones Swarm with UWB-based Localization, in: 2023 19th International Conference on Distributed Computing in Smart Systems and the Internet of Things (DCOSS-IoT), IEEE, 2023, pp. 654 - 660 (atti di: 19th International Conference on Distributed Computing in Smart Systems and the Internet of Things (DCOSS-IoT), Pafos, Cyprus, 19-21 June 2023) [Contributo in Atti di convegno]
Gao, Xinchen; Li, Yawei; Li, Wen; Duan, Lixin; Van Gool, Luc; Benini, Luca; Magno, Michele, Learning continuous piecewise non-linear activation functions for deep neural networks, in: 2023 IEEE International Conference on Multimedia and Expo (ICME), 345 E 47TH ST, NEW YORK, NY 10017 USA, IEEE, «PROCEEDINGS IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXPO», 2023, pp. 1835 - 1840 (atti di: 2023 IEEE International Conference on Multimedia and Expo (ICME), Brisbane, Australia, 10-14 July 2023) [Contributo in Atti di convegno]
Li, Yawei; Zhang, Kai; Cao, Jiezhang; Timofte, Radu; Magno, Michele; Benini, Luca; Van Goo, Luc, LocalViT: Analyzing Locality in Vision Transformers, in: 2023 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2023, pp. . - . (atti di: 2023 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Detroit, MI, USA, 01-05 October 2023) [Contributo in Atti di convegno]
Molan M.; Borghesi A.; Benini L.; Bartolini A., Machine Learning Methodologies to Support HPC Systems Operations: Anomaly Detection, in: Euro-Par 2022: Parallel Processing Workshops. Euro-Par 2022, Cham, Springer, «LECTURE NOTES IN COMPUTER SCIENCE», 2023, 13835 LNCS, pp. 294 - 298 (atti di: Euro-Par 2022: Parallel Processing Workshops. Euro-Par 2022, Glasgow (Scotland), 22-26 Agosto 2022) [Contributo in Atti di convegno]Open Access
Riedel, Samuel; Cavalcante, Matheus; Andri, Renzo; Benini, Luca, MemPool: A Scalable Manycore Architecture With a Low-Latency Shared L1 Memory, «IEEE TRANSACTIONS ON COMPUTERS», 2023, 72, pp. 3561 - 3575 [articolo]
Riedel, Samuel; Khov, Gua Hao; Mazzola, Sergio; Cavalcante, Matheus; Andri, Renzo; Benini, Luca, MemPool Meets Systolic: Flexible Systolic Computation in a Large Shared-Memory Processor Cluster, in: 2023 Design, Automation & Test in Europe Conference & Exhibition (DATE), 2023, pp. . - . (atti di: 2023 Design, Automation & Test in Europe Conference & Exhibition (DATE), Antwerp Belgium, 17-19 April 2023) [Contributo in Atti di convegno]
Riedel, Samuel; Cavalcante, Matheus; Frouzakis, Manos; Wüthrich, Domenic; Mustafa, Enis; Billa, Arlind; Benini, Luca, MinPool: A 16-core NUMA-L1 Memory RISC-V Processor Cluster for Always-on Image Processing in 65nm CMOS, in: 2023 30th IEEE International Conference on Electronics, Circuits and Systems (ICECS), 2023, pp. 1 - 4 (atti di: 2023 30th IEEE International Conference on Electronics, Circuits and Systems (ICECS), Istanbul, Turkiye, 04-07 December 2023) [Contributo in Atti di convegno]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) [Contributo in Atti di convegno]
Borghesi, Andrea; Di Santi, Carmine; Molan, Martin; Ardebili, Mohsen Seyedkazemi; Mauri, Alessio; Guarrasi, Massimiliano; Galetti, Daniela; Cestari, Mirko; Barchi, Francesco; Benini, Luca; Beneventi, Francesco; Bartolini, Andrea, M100 ExaData: a data collection campaign on the CINECA's Marconi100 Tier-0 supercomputer, «SCIENTIFIC DATA», 2023, 10, Article number: 288, pp. 1 - 10 [articolo]Open Access
Schnider, Yannick; Woźniak, Stanisław; Gehrig, Mathias; Lecomte, Jules; von Arnim, Axel; Benini, Luca; Scaramuzza, Davide; Pantazi, Angeliki, Neuromorphic Optical Flow and Real-time Implementation with Event Cameras, in: 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2023, pp. 4129 - 4138 (atti di: 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), Vancouver, BC, Canada, 17-24 June 2023) [Contributo in Atti di convegno]Open Access
Zanghieri, Marcello; Orlandi, Mattia; Donati, Elisa; Gruppioni, Emanuele; Benini, Luca; Benatti, Simone, Online Unsupervised Arm Posture Adaptation for sEMG-based Gesture Recognition on a Parallel Ultra-Low-Power Microcontroller, in: 2023 IEEE Biomedical Circuits and Systems Conference (BioCAS), 2023, pp. 1 - 5 (atti di: 2023 IEEE Biomedical Circuits and Systems Conference (BioCAS), Toronto, ON, Canada, 19-21 October 2023) [Contributo in Atti di convegno]
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) [Contributo in Atti di convegno]
