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
Pullini, Antonio; Conti, Francesco; Rossi, Davide; Loi, Igor; Gautschi, Michael; Benini, Luca, A Heterogeneous Multi-Core System-on-Chip for Energy Efficient Brain Inspired Computing, «IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS. II, EXPRESS BRIEFS», 2018, 65, pp. 1094 - 1098 [Scientific article]Open Access
Victor Javier, Kartsch; Benatti, Simone; Schiavone, Pasquale Davide; Rossi, Davide; Benini, Luca, A sensor fusion approach for drowsiness detection in wearable ultra-low-power systems, «INFORMATION FUSION», 2018, 43, pp. 66 - 76 [Scientific article]Open Access
Mach, Stefan; Rossi, Davide; Tagliavini, Giuseppe; Marongiu, Andrea; Benini, Luca, A Transprecision Floating-Point Architecture for Energy-Efficient Embedded Computing, 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, Firenze (Italy), 27–30 May 2018) [Contribution to conference proceedings]Open Access
Giuseppe, Tagliavini; Stefan, Mach; Davide, Rossi; Andrea, Marongiu; Luca, Benini, A Transprecision Floating-Point Platform for Ultra-Low Power Computing, in: Proceedings of the 2018 Design, Automation and Test in Europe Conference and Exhibition (DATE), IEEE, 2018, pp. 1051 - 1056 (atti di: Design, Automation and Test in Europe (DATE), Dresden, Germany, 19-23 Marzo 2018) [Contribution to conference proceedings]Open Access
Rusci, Manuele; Rossi, Davide; Flamand, Eric; Gottardi, Massimo; Farella, Elisabetta; Benini, Luca, Always-ON visual node with a hardware-software event-based binarized neural network inference engine, in: 2018 ACM International Conference on Computing Frontiers, CF 2018 - Proceedings, New York, USA, Association for Computing Machinery, Inc, 2018, pp. 314 - 319 (atti di: 15th ACM International Conference on Computing Frontiers, CF 2018, Ischia, Italy, May 08-10, 2018) [Contribution to conference proceedings]Open Access
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]
Aghazadeh, Roghayeh; Montagna, Fabio; Benatti, Simone; Rossi, Davide; Frounchi, Javad, Compressed sensing based seizure detection for an ultra low power multi-core architecture, in: PROCEEDINGS 2018 INTERNATIONAL CONFERENCE ON HIGH PERFORMANCE COMPUTING & SIMULATION (HPCS 2018), NEW YORK, NY 10017 USA, Institute of Electrical and Electronics Engineers Inc., 2018, pp. 492 - 495 (atti di: 2018 International Conference on High Performance Computing & Simulation (HPCS), Orléans, France, 16-20 July 2018) [Contribution to conference proceedings]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., 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
