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 [articolo]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) [Contributo in Atti di convegno]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, «TECHNICAL DIGEST - INTERNATIONAL ELECTRON DEVICES MEETING», 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) [Contributo in Atti di convegno]
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) [Contributo in Atti di convegno]
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) [Contributo in Atti di convegno]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) [Contributo in Atti di convegno]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) [Contributo in Atti di convegno]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 [articolo]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 [articolo]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) [Contributo in Atti di convegno]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) [Contributo in Atti di convegno]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) [Contributo in Atti di convegno]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) [Contributo in Atti di convegno]
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) [Contributo in Atti di convegno]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) [Contributo in Atti di convegno]Open Access
