All publications

Simone Vincenzo Suraci; Sunny Chaudary; Xiaozhen He, Polymer Nanodielectrics with Antioxidant Grafted Nanosilica: The Effect of Interfaces on DC Electrical Performance, in: Proceedings of International Symposium on HVDC Cable systems - Jicable HVDC, 2021, pp. 1 - 4 (atti di: International Symposium on HVDC Cable systems - Jicable HVDC, Liegi, 2021) [Contribution to conference proceedings]

Zonzini, Federica; Romano, Francesca; Carbone, Antonio; Zauli, Matteo; De Marchi, Luca, Enhancing Vibration-Based Structural Health Monitoring via Edge Computing: A Tiny Machine Learning Perspective, in: 2021 48th Annual Review of Progress in Quantitative Nondestructive Evaluation, 2021, pp. 1 - 6 (atti di: 2021 48th Annual Review of Progress in Quantitative Nondestructive Evaluation, Onine, 28-30 07/2021) [Contribution to conference proceedings]

Márquez Reyes, Octavio A.; Moll, Jochen; Zonzini, Federica; Mohammadgholiha, Masoud; De Marchi, Luca, Quadrature Amplitude Modulation for Acoustic Data Communication in Ultrasonic Structural Health Monitoring Systems, in: 2021 48th Annual Review of Progress in Quantitative Nondestructive Evaluation, 2021, pp. 1 - 7 (atti di: 2021 48th Annual Review of Progress in Quantitative Nondestructive Evaluation, Online, 28-30 07/2021) [Contribution to conference proceedings]

Montori F.; Zyrianoff Ivan Dimitry; Gigli L.; Venanzi R.; Sindaco S.; Aguzzi C.; Zonzini F.; Zauli M.; Testoni Nicola; Alessi Enrico; Di Felice M.; Bononi L.; Bellavista P.; De Marchi L.; Cinotti T.S., A Toolchain Architecture for Condition Monitoring Using the Eclipse Arrowhead Framework, in: IECON Proceedings (Industrial Electronics Conference), New York, IEEE, «PROCEEDINGS OF THE ANNUAL CONFERENCE OF THE IEEE INDUSTRIAL ELECTRONICS SOCIETY», 2021, 2021-, pp. 1 - 6 (atti di: 47th Annual Conference of the IEEE Industrial Electronics Society, IECON 2021, can, 2021) [Contribution to conference proceedings] Open Access

Accorsi, Luca; Vigo, Daniele, A Fast and Scalable Heuristic for the Solution of Large-Scale Capacitated Vehicle Routing Problems, «TRANSPORTATION SCIENCE», 2021, 55, pp. 832 - 856 [Scientific article] Open Access

Selleri G.; Fabiani D.; Zucchelli A.; Brugo T.M.; Grolli F.; Bordoni L., Develompment of flexible sensors based on piezoelectric nanofibers, in: 2021 International Conference on the Properties and Applications of Dielectric Materials (ICPADM), IEEE, «IEEE international conference on the properties and applications of dielectric materials (ICPADM)», 2021, pp. 358 - 361 (atti di: 13th IEEE International Conference on the Properties and Applications of Dielectric Materials, ICPADM 2021, Virtual, Online, 12-14 July 2021) [Contribution to conference proceedings] Open Access

Pourrahimi A.M.; Kumara S.; Palmieri F.; Yu L.; Lund A.; Hammarstrom T.; Hagstrand P.-O.; Scheblykin I.G.; Fabiani D.; Xu X.; Muller C., Repurposing Poly(3-hexylthiophene) as a Conductivity-Reducing Additive for Polyethylene-Based High-Voltage Insulation, «ADVANCED MATERIALS», 2021, 33, pp. 2100714-1 - 2100714-8 [Scientific article] Open Access

MASINI, A, MARINI, S., BARONE, G., BRAGONZONI, L., TOSELLI, S., BISI, M.C., STAGNI, R., CECILIANI, A., DALLOLIO, L., DOES PRIMARY SCHOOL CHILDREN CHANGE THEIR PHYSICAL ACTIVITY LEVELS DURING SARS-COV-2 OUTBREAK? A PRE-POST ANALYSIS FROM THE I-MOVE STUDY, in: 26th Annual Congress of the EUROPEAN COLLEGE OF SPORT SCIENCE 8th - 10th September 2021 BOOK OF ABSTRACTS, 2021, pp. 179 - 179 (atti di: EUROPEAN COLLEGE OF SPORT SCIENCE, Online, 08/10/2021- 10/10/2021) [Contribution to conference proceedings]

Burrello, Alessio; Garofalo, Angelo; Bruschi, Nazareno; Tagliavini, Giuseppe; Rossi, Davide; Conti, Francesco, DORY: Automatic End-to-End Deployment of Real-World DNNs on Low-Cost IoT MCUs, «IEEE TRANSACTIONS ON COMPUTERS», 2021, 70, pp. 1253 - 1268 [Scientific article] Open Access

Garofalo A.; Tagliavini G.; Conti F.; Benini L.; Rossi D., XpulpNN: Enabling Energy Efficient and Flexible Inference of Quantized Neural Networks on RISC-V Based IoT End Nodes, «IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTING», 2021, 9, pp. 1489 - 1505 [Scientific article] Open Access

Klein, Joshua; Levisse, Alexandre; Ansaloni, Giovanni; Atienza, David; Zapater, Marina; Dazzi, Martino; Karunaratne, Geethan; Boybat, Irem; Sebastian, Abu; Rossi, Davide; Conti, Francesco; de Santana, Elana Pereira; Bolívar, Peter Haring; Saeed, Mohamed; Negra, Renato; Wang, Zhenxing; Wang, Kun-Ta; Lemme, Max C.; Jain, Akshay; Guirado, Robert; Taghvaee, Hamidreza; Abadal, Sergi, Architecting more than Moore: wireless plasticity for massive heterogeneous computer architectures (WiPLASH), in: Proceedings of the 18th ACM International Conference on Computing Frontiers, CF 2021, New York, NY, Association for Computing Machinery, 2021, pp. 191 - 193 (atti di: ACM International Conference on Computing Frontiers, Virtual, 11-13 May 2021) [Contribution to conference proceedings] Open Access

Ottavi G.; Karunaratne G.; Conti F.; Boybat I.; Benini L.; Rossi D., End-To-end 100-TOPS/W Inference with Analog In-Memory Computing: Are We There Yet?, in: 2021 IEEE 3rd International Conference on Artificial Intelligence Circuits and Systems, AICAS 2021, New York, Institute of Electrical and Electronics Engineers Inc., 2021, pp. 1 - 4 (atti di: 3rd IEEE International Conference on Artificial Intelligence Circuits and Systems, AICAS 2021, usa, 2021) [Contribution to conference proceedings] Open Access

Bertaccini L.; Benini L.; Conti F., To buffer, or not to buffer? A case study on FFT accelerators for ultra-low-power multicore clusters, in: Proceedings of the International Conference on Application-Specific Systems, Architectures and Processors, 10662 LOS VAQUEROS CIRCLE, PO BOX 3014, LOS ALAMITOS, CA 90720-1264 USA, Institute of Electrical and Electronics Engineers Inc., 2021, 2021-, pp. 1 - 8 (atti di: 32nd IEEE International Conference on Application-Specific Systems, Architectures and Processors, ASAP 2021, usa, 2021) [Contribution to conference proceedings]

Paulin G.; Andri R.; Conti F.; Benini L., RNN-Based Radio Resource Management on Multicore RISC-V Accelerator Architectures, «IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS», 2021, 29, pp. 1624 - 1637 [Scientific article] Open Access

Burrello A.; Dequino A.; Pagliari D.J.; Conti F.; Zanghieri M.; MacIi E.; Benini L.; Poncino M., TCN Mapping Optimization for Ultra-Low Power Time-Series Edge Inference, in: Proceedings of the International Symposium on Low Power Electronics and Design, NEW YORK, Institute of Electrical and Electronics Engineers Inc., 2021, 2021, pp. 1 - 6 (atti di: 2021 IEEE/ACM International Symposium on Low Power Electronics and Design, ISLPED 2021, Stati Uniti D'America, 2021) [Contribution to conference proceedings] Open Access

Capra M.; Conti F.; Martina M., A Multi-Precision Bit-Serial Hardware Accelerator IP for Deep Learning Enabled Internet-of-Things, in: Midwest Symposium on Circuits and Systems, Institute of Electrical and Electronics Engineers Inc., «THE ... MIDWEST SYMPOSIUM ON CIRCUITS AND SYSTEMS CONFERENCE PROCEEDINGS», 2021, 2021-, pp. 192 - 197 (atti di: 2021 IEEE International Midwest Symposium on Circuits and Systems, MWSCAS 2021, usa, 2021) [Contribution to conference proceedings]

Bellocchi, Gianluca; Capotondi, Alessandro; Conti, Francesco; Marongiu, Andrea, A RISC-V-based FPGA Overlay to Simplify Embedded Accelerator Deployment, in: 2021 24th Euromicro Conference on Digital System Design (DSD), 10662 LOS VAQUEROS CIRCLE, PO BOX 3014, LOS ALAMITOS, CA 90720-1264 USA, IEEE COMPUTER SOC, 2021, pp. 9 - 17 (atti di: Euromicro Conference on Digital System Design (DSD), Palermo, Italy, 1-3 Sept 2021) [Contribution to conference proceedings]

Garofalo A.; Ottavi G.; Di Mauro A.; Conti F.; Tagliavini G.; Benini L.; Rossi D., A 1.15 TOPS/W, 16-Cores Parallel Ultra-Low Power Cluster with 2b-to-32b Fully Flexible Bit-Precision and Vector Lockstep Execution Mode, in: ESSCIRC 2021 - IEEE 47th European Solid State Circuits Conference, Proceedings, New York, Institute of Electrical and Electronics Engineers Inc., 2021, pp. 267 - 270 (atti di: 47th IEEE European Solid State Circuits Conference, ESSCIRC 2021, Grenoble/ France, 6 September - 9 September 2021) [Contribution to conference proceedings] Open Access

Ravaglia L.; Rusci M.; Nadalini D.; Capotondi A.; Conti F.; Benini L., A TinyML Platform for On-Device Continual Learning with Quantized Latent Replays, «IEEE JOURNAL OF EMERGING AND SELECTED TOPICS IN CIRCUITS AND SYSTEMS», 2021, 11, pp. 789 - 802 [Scientific article] Open Access

Bruschi, Nazareno; Haugou, Germain; Tagliavini, Giuseppe; Conti, Francesco; Benini, Luca; Rossi, Davide, GVSoC: A Highly Configurable, Fast and Accurate Full-Platform Simulator for RISC-V based IoT Processors, in: 2021 IEEE 39th International Conference on Computer Design (ICCD), New York, IEEE, 2021, pp. 409 - 416 (atti di: IEEE International Conference on Computer Design (ICCD), Storrs, CT, USA, 24-27 Oct. 2021) [Contribution to conference proceedings] Open Access