All publications

Rusci, Manuele; Capotondi, Alessandro; Conti, Francesco; Benini, Luca, Work-in-Progress: Quantized NNs as the Definitive solution for inference on low-power ARM MCUs?, in: 2018 International Conference on Hardware/Software Codesign and System Synthesis (CODES+ISSS), Institute of Electrical and Electronics Engineers Inc., 2018, pp. 1 - 2 (atti di: 2018 ACM/IEEE International Conference on Hardware/Software Codesign and System Synthesis CODES+ISSS 2018, Torino Incontra Congress Center, Torino, Italia, September 30 – October 5, 2018) [Contribution to conference proceedings] Open Access

Conti, Francesco; Cavigelli, Lukas; Paulin, Gianna; Susmelj, Igor; Benini, Luca, Chipmunk: A systolically scalable 0.9 mm2, 3.08Gop/s/mW @ 1.2 mW accelerator for near-sensor recurrent neural network inference, in: 2018 IEEE Custom Integrated Circuits Conference, CICC 2018, Institute of Electrical and Electronics Engineers Inc., 2018, pp. 1 - 4 (atti di: 2018 IEEE Custom Integrated Circuits Conference, CICC 2018, San Diego, CA, USA, 8-11 April 2018) [Contribution to conference proceedings] Open Access

E. Flamand; D. Rossi; F. Conti; I. Loi; A. Pullini; F. Rotenberg; L. Benini, GAP-8: A RISC-V SoC for AI at the Edge of the IoT, in: 2018 IEEE 29th International Conference on Application-specific Systems, Architectures and Processors (ASAP), 2018, pp. 1 - 4 (atti di: 2018 IEEE 29th International Conference on Application-specific Systems, Architectures and Processors (ASAP), Milan, Italy, 10-12 July 2018) [Contribution to conference proceedings]

Meloni, P. and Loi, D. and Deriu, G. and Pimentel, A. D. and Sapra, D. and Moser, B. and Shepeleva, N. and Conti, F. and Benini, L. and Ripolles, O. and Solans, D. and Pintor, M. and Biggio, B. and Stefanov, T. and Minakova, S. and Fragoulis, N. and Theodorakopoulos, I. and Masin, M. and Palumbo, F., ALOHA: An Architectural-aware Framework for Deep Learning at the Edge, in: Proceedings of the Workshop on INTelligent Embedded Systems Architectures and Applications, ACM, 2018, pp. 19 - 26 (atti di: Workshop on INTelligent Embedded Systems Architectures and Applications, Torino, Italy, 2018) [Contribution to conference proceedings]

Gomez, Andres and Conti, Francesco and Benini, Luca, Thermal Image-based CNN's for Ultra-low Power People Recognition, in: Proceedings of the 15th ACM International Conference on Computing Frontiers, ACM, 2018, pp. 326 - 331 (atti di: Low-Power Embedded Systems Workshop (LP-EMS) colocated with Computing Frontiers 2018, Ischia, Italy, May 2018) [Contribution to conference proceedings]

Meyer, Doris Ragna*; Cavallini, Andrea; Lusuardi, Luca; Barater, Davide; Pietrini, Giorgio; Soldati, Alessandro, Influence of impulse voltage repetition frequency on RPDIV in partial vacuum, «IEEE TRANSACTIONS ON DIELECTRICS AND ELECTRICAL INSULATION», 2018, 25, pp. 873 - 882 [Scientific article]

Decarli, Nicolo; Del Prete, Massimo Del; Masotti, Diego; Dardari, Davide; Costanzo, Alessandra, High-Accuracy Localization of Passive Tags With Multisine Excitations, «IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES», 2018, 66, pp. 5894 - 5908 [Scientific article]

Hauer, K; Bongartz, M; Kiss, R; Lacroix, A; Ullrich, P; Eckert, T; Jansen, C; Mellone, S, VALIDITY OF SENSOR-BASED, HABITUAL PHYSICAL ACTIVITY AND GAIT ANALYSIS IN MULTIMORBID, OLDER PERSONS, «INNOVATION IN AGING», 2018, 2, pp. 732 - 732 [Abstract] Open Access

Coni, A.; Mellone, S.; Colpo, M.; Bandinelli, S.; Chiari, L., A Factor Analysis model of the instrumented Timed Up and Go test for physical capability assessment, «GAIT & POSTURE», 2018, 66, pp. S11 - S12 [Abstract]

Tagliavini, Giuseppe; Rossi, Davide; Marongiu, Andrea; Benini, Luca, Synergistic HW/SW Approximation Techniques for Ultralow-Power Parallel Computing, «IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS», 2018, 37, pp. 982 - 995 [Scientific article] Open Access

Pahlevan, Ali; Qureshi, Yasir Mahmood; Zapater, Marina; Bartolini, Andrea; Rossi, Davide; Benini, Luca; Atienza, David, Energy proportionality in near-threshold computing servers and cloud data centers: Consolidating or Not?, in: Proceedings of the 2018 Design, Automation and Test in Europe Conference and Exhibition, DATE 2018, NEW YORK, NY 10017 USA, Institute of Electrical and Electronics Engineers Inc., «PROCEEDINGS - DESIGN, AUTOMATION, AND TEST IN EUROPE CONFERENCE AND EXHIBITION», 2018, 2018, pp. 147 - 152 (atti di: 2018 Design, Automation and Test in Europe Conference and Exhibition, DATE 2018, Dresden, GERMANY, MAR 19-23, 2018) [Contribution to conference proceedings] Open Access

Das, Satyajit; Martin, Kevin J. M.; Coussy, Philippe; Rossi, Davide, A Heterogeneous Cluster with Reconfigurable Accelerator for Energy Efficient Near-Sensor Data Analytics, in: 2018 IEEE International Symposium on Circuits and Systems (ISCAS), Institute of Electrical and Electronics Engineers Inc., 2018, pp. 1 - 5 (atti di: 2018 IEEE International Symposium on Circuits and Systems, ISCAS 2018, Florence (Italy), 27–30 May 2018) [Contribution to conference proceedings] Open Access

Pullini, Antonio; Rossi, Davide; Loi, Igor; Di Mauro, Alfio; Benini, Luca, Mr. Wolf: A 1 GFLOP/s Energy-Proportional Parallel Ultra Low Power SoC for IOT Edge Processing, in: ESSCIRC 2018 - IEEE 44th European Solid State Circuits Conference, Institute of Electrical and Electronics Engineers Inc., 2018, pp. 130 - 133 (atti di: 44th IEEE European Solid State Circuits Conference, ESSCIRC 2018, Dresden, 2018) [Contribution to conference proceedings]

Zolfaghari, Hesam; Rossi, Davide; Nurmi, Jari, An Explicitly Parallel Architecture for Packet Parsing in Software Defined Networks, in: Proceedings of the International Conference on Application-Specific Systems, Architectures and Processors, Institute of Electrical and Electronics Engineers Inc., 2018, 2018-, pp. 1 - 4 (atti di: 29th IEEE International Conference on Application-Specific Systems, Architectures and Processors, ASAP 2018, ita, 2018) [Contribution to conference proceedings]

Meloni, Paolo; Capotondi, Alessandro; Deriu, Gianfranco; Brian, Michele; Conti, Francesco; Rossi, Davide; Raffo, Luigi; Benini, Luca, NEURAghe: Exploiting CPU-FPGA synergies for efficient and flexible CNN inference acceleration on zynQ SoCs, «ACM TRANSACTIONS ON RECONFIGURABLE TECHNOLOGY AND SYSTEMS», 2018, 11, pp. 1 - 24 [Scientific article] Open Access

Andri, Renzo; Cavigelli, Lukas; Rossi, Davide; Benini, Luca, Hyperdrive: A systolically scalable binary-weight CNN Inference Engine for mW IoT End-Nodes, in: Proceedings of IEEE Computer Society Annual Symposium on VLSI, ISVLSI, IEEE Computer Society, 2018, 2018-, pp. 509 - 515 (atti di: 17th IEEE Computer Society Annual Symposium on VLSI, ISVLSI 2018, hkg, 2018) [Contribution to conference proceedings]

Nouri, Sajjad*; Rossi, Davide; Nurmi, Jari, Power mitigation of a heterogeneous multicore architecture on FPGA/ASIC by DFS/DVFS techniques, «MICROPROCESSORS AND MICROSYSTEMS», 2018, 63, pp. 259 - 268 [Scientific article]

Di Mauro, Alfio; Rossi, Davide; Pullini, Antonio; Flatresse, Philippe; Benini, Luca, Live Demonstration: Body-Bias Based Performance Monitoring and Compensation for a Near-Threshold Multi-Core Cluster in 28nm FD-SOI Technology, in: Proceedings - IEEE International Symposium on Circuits and Systems, Institute of Electrical and Electronics Engineers Inc., 2018, 2018-, pp. 1 - 1 (atti di: 2018 IEEE International Symposium on Circuits and Systems, ISCAS 2018, ita, 2018) [Contribution to conference proceedings]

David, Danilo; Bianchini, Claudio; Torreggiani, Ambra; Bellini, Alberto, Ironless Dual-Rotor Permanent-Magnet Machine for Flywheel Batteries, in: 2018 IEEE Energy Conversion Congress and Exposition (ECCE), 2018, pp. 3339 - 3346 (atti di: 2018 IEEE Energy Conversion Congress and Exposition (ECCE), Portland, OR, 23-27 Sept. 2018) [Contribution to conference proceedings]

Fabiani, Davide; Grolli, Filippo; Speranza, Marco; Suraci, Simone Vincenzo; Brugo, Tommaso Maria; Zucchelli, Andrea; Maccaferri, Emanuele, Piezoelectric Nanofibers for Integration in Multifunctional Materials, in: 2018 IEEE Conference on Electrical Insulation and Dielectric Phenomena (CEIDP), New York, IEEE, 2018, pp. 14 - 17 (atti di: 2018 IEEE Conference on Electrical Insulation and Dielectric Phenomena (CEIDP), Cancun, Messico, 21-24 ottobre 2018) [Contribution to conference proceedings] Open Access