Foto del docente

Davide Rossi

Associate Professor

Department of Electrical, Electronic, and Information Engineering "Guglielmo Marconi"

Academic discipline: ING-INF/01 Electronic Engineering

Publications

Andrea Bartolini, Davide Rossi, Antonio Mastrandrea, Christian Conficoni, Simone Benatti, Andrea Tilli, Luca Benini, A PULP-based Parallel Power Controller for Future Exascale Systems, in: 2019 26th IEEE International Conference on Electronics, Circuits and Systems (ICECS), Piscataway, NJ, IEEE, 2019, pp. 771 - 774 (atti di: 26th IEEE International Conference on Electronics, Circuits and Systems (ICECS 2019), Genova, Italy, 27-29 November 2019) [Contribution to conference proceedings]Open Access

Das, Satyajit; Martin, Kevin J. M.; Rossi, Davide; Coussy, Philippe; Benini, Luca, An Energy-Efficient Integrated Programmable Array Accelerator and Compilation flow for Near-Sensor Ultralow Power Processing, «IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS», 2019, 38, pp. 1095 - 1108 [Scientific article]Open Access

Zolfaghari H.; Rossi D.; Nurmi J., An Explicitly Parallel Architecture for Packet Processing in Software Defined Networks, in: 2019 IEEE Nordic Circuits and Systems Conference, NORCAS 2019: NORCHIP and International Symposium of System-on-Chip, SoC 2019 - Proceedings, Institute of Electrical and Electronics Engineers Inc., 2019, pp. 1 - 7 (atti di: 5th IEEE Nordic Circuits and Systems Conference, NORCAS 2019: NORCHIP and International Symposium of System-on-Chip, SoC 2019, fin, 2019) [Contribution to conference proceedings]

Kartsch V.; Tagliavini G.; Guermandi M.; Benatti S.; Rossi D.; Benini L., BioWolf: A Sub-10-mW 8-Channel Advanced Brain-Computer Interface Platform with a Nine-Core Processor and BLE Connectivity, «IEEE TRANSACTIONS ON BIOMEDICAL CIRCUITS AND SYSTEMS», 2019, 13, Article number: 8758394 , pp. 893 - 906 [Scientific article]

Tagliavini G.; MacH S.; Rossi D.; Marongiu A.; Benini L., Design and Evaluation of SmallFloat SIMD extensions to the RISC-V ISA, in: Proceedings of the 2019 Design, Automation and Test in Europe Conference and Exhibition (DATE), Institute of Electrical and Electronics Engineers Inc. (IEEE), 2019, pp. 654 - 657 (atti di: 22nd Design, Automation and Test in Europe Conference and Exhibition, DATE 2019, Firenze, Italy, 25 – 29 March 2019) [Contribution to conference proceedings]Open Access

Glaser F.; Haugou G.; Rossi D.; Huang Q.; Benini L., Hardware-Accelerated Energy-Efficient Synchronization and Communication for Ultra-Low-Power Tightly Coupled Clusters, in: Proceedings of the 2019 Design, Automation and Test in Europe Conference and Exhibition, DATE 2019, Institute of Electrical and Electronics Engineers Inc., 2019, pp. 552 - 557 (atti di: 22nd Design, Automation and Test in Europe Conference and Exhibition, DATE 2019, Firenze Fiera, ita, 2019) [Contribution to conference proceedings]

Andri R.; Cavigelli L.; Rossi D.; Benini L., Hyperdrive: A Multi-Chip Systolically Scalable Binary-Weight CNN Inference Engine, «IEEE JOURNAL OF EMERGING AND SELECTED TOPICS IN CIRCUITS AND SYSTEMS», 2019, 9, Article number: 8668446 , pp. 309 - 322 [Scientific article]Open Access

Pullini A.; Rossi D.; Loi I.; Tagliavini G.; Benini L., Mr.Wolf: An Energy-Precision Scalable Parallel Ultra Low Power SoC for IoT Edge Processing, «IEEE JOURNAL OF SOLID-STATE CIRCUITS», 2019, 54, Article number: 8715500 , pp. 1970 - 1981 [Scientific article]Open Access

Benatti S.; Montagna F.; Kartsch V.; Rahimi A.; Rossi D.; Benini L., Online Learning and Classification of EMG-Based Gestures on a Parallel Ultra-Low Power Platform Using Hyperdimensional Computing, «IEEE TRANSACTIONS ON BIOMEDICAL CIRCUITS AND SYSTEMS», 2019, 13, Article number: 8704957 , pp. 516 - 528 [Scientific article]Open Access

Garofalo A.; Rusci M.; Conti F.; Rossi D.; Benini L., PULP-NN: A computing library for quantized neural network inference at the edge on RISC-V based parallel ultra low power clusters, in: 2019 26th IEEE International Conference on Electronics, Circuits and Systems, ICECS 2019, 345 E 47TH ST, NEW YORK, NY 10017 USA, Institute of Electrical and Electronics Engineers Inc., 2019, pp. 33 - 36 (atti di: 26th IEEE International Conference on Electronics, Circuits and Systems, ICECS 2019, ita, 2019) [Contribution to conference proceedings]Open Access

Di Mauro, Alfio; Conti, Francesco; Schiavone, Pasquale Davide; Rossi, Davide; Benini, Luca, Pushing On-chip Memories Beyond Reliability Boundaries in Micropower Machine Learning Applications, in: 65th Annual IEEE International Electron Devices Meeting, IEDM 2019, 2019, pp. 30.4.1 - 30.4.4 (atti di: 65th Annual IEEE International Electron Devices Meeting, IEDM 2019, San Francisco, CA, USA, 7-11 December 2019) [Contribution to conference proceedings]

Zolfaghari H.; Rossi D.; Nurmi J., Reducing crossbar costs in the match-action pipeline, in: IEEE International Conference on High Performance Switching and Routing, HPSR, IEEE Computer Society, 2019, 2019-, pp. 1 - 6 (atti di: 20th IEEE International Conference on High Performance Switching and Routing, HPSR 2019, chn, 2019) [Contribution to conference proceedings]

Burrello A.; Conti F.; Garofalo A.; Rossi D.; Benini L., Work-in-progress: Dory: Lightweight memory hierarchy management for deep NN inference on iot endnodes, in: Proceedings of the International Conference on Hardware/Software Codesign and System Synthesis Companion, CODES/ISSS 2019, Association for Computing Machinery, Inc, 2019, pp. 1 - 2 (atti di: 2019 International Conference on Hardware/Software Codesign and System Synthesis, CODES/ISSS 2019, New York, October 2019) [Contribution to conference proceedings]Open Access

Renzini, F.; Rossi, D.; Franchi Scarselli, E; Mucci, C.; Canegallo, R., A Fully Programmable eFPGA-Augmented SoC for Smart-Power Applications, in: 5, Proceedings of the 25th IEEE International Conference on Electronics, Circuits and Systems (ICECS) 2018 : Bordeaux, 9-12 December 2018, IEEE, 2018, CFP18773-ART, pp. 241 - 244 (atti di: 25th IEEE International Conference on Electronics, Circuits and Systems (ICECS), Bordeaux, France, 9-12 Dec. 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

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