Renzini, Francesco; Mucci, Claudio; Rossi, Davide; Franchi Scarselli, Eleonora; Canegallo, Roberto, A Fully Programmable eFPGA-Augmented SoC for Smart Power Applications, «IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS. I, REGULAR PAPERS», 2020, 67, Article number: 8790967 , pp. 489 - 501 [Scientific article]Open Access
Ottavi G.; Garofalo A.; Tagliavini G.; Conti F.; Benini L.; Rossi D., A mixed-precision RISC-V processor for extreme-edge DNN inference, in: Proceedings of IEEE Computer Society Annual Symposium on VLSI, ISVLSI, IEEE Computer Society, 2020, 2020-, pp. 512 - 517 (atti di: 19th IEEE Computer Society Annual Symposium on VLSI, ISVLSI 2020, Cyprus, 2020) [Contribution to conference proceedings]Open Access
Alfio Di Mauro, Francesco Conti, Pasquale Davide Schiavone, Davide Rossi, Luca Benini, Always-On 674μW@4GOP/s Error Resilient Binary Neural Networks With Aggressive SRAM Voltage Scaling on a 22-nm IoT End-Node, «IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS. I, REGULAR PAPERS», 2020, 67, Article number: 9158513 , pp. 3905 - 3918 [Scientific article]Open Access
Okuhara, Hayate; Elnaqib, Ahmed; Rossi, Davide; Di Mauro, Alfio; Mayer, Philipp; Palestri, Pierpaolo; Benini, Luca, An Energy-Efficient Low-Voltage Swing Transceiver for mW-Range IoT End-Nodes, in: 2020 IEEE International Symposium on Circuits and Systems (ISCAS), Piscataway, NJ, IEEE, 2020, pp. 1 - 5 (atti di: 2020 IEEE International Symposium on Circuits and Systems (ISCAS), Siviglia, 10-21 ottobre 2021) [Contribution to conference proceedings]Open Access
Nazareno Bruschi, Angelo Garofalo, Francesco Conti, Giuseppe Tagliavini, Davide Rossi, Enabling mixed-precision quantized neural networks in extreme-edge devices, in: 17th ACM International Conference on Computing Frontiers 2020, CF 2020 - Proceedings, New York, Association for Computing Machinery, Inc, 2020, pp. 217 - 220 (atti di: 17th ACM International Conference on Computing Frontiers, CF 2020, Catania (Italy), 11 Maggio 2020 - 13 Maggio 2020) [Contribution to conference proceedings]Open Access
Jie C.; Loi I.; Benini L.; Rossi D., Energy-Efficient Two-level Instruction Cache Design for an Ultra-Low-Power Multi-core Cluster, in: Proceedings of the 2020 Design, Automation and Test in Europe Conference and Exhibition, DATE 2020, Institute of Electrical and Electronics Engineers Inc., 2020, pp. 1734 - 1739 (atti di: 2020 Design, Automation and Test in Europe Conference and Exhibition, DATE 2020, AlpExpo Congress Centre, fra, 2020) [Contribution to conference proceedings]
Meloni, Paolo; Loi, Daniela; Deriu, Gianfranco; Carreras, Marco; Conti, Francesco; Capotondi, Alessandro; Rossi, Davide, Exploring NEURAGHE: A Customizable Template for APSoC-based CNN Inference at the Edge, «IEEE EMBEDDED SYSTEMS LETTERS», 2020, 12, pp. 62 - 65 [Scientific article]Open Access
Hesam Zolfaghari, Walter Cerroni, Hayate Okuhara, Carla Raffaelli, Davide Rossi, Jari Numi, Flexible Software-Defined Packet Processing Using Low-Area Hardware, «IEEE ACCESS», 2020, 8, pp. 98929 - 98945 [Scientific article]Open Access
Denkinger B.W.; Ponzina F.; Basu S.S.; Bonetti A.; Balasi S.; Ruggiero M.; Peon-Quiros M.; Rossi D.; Burg A.; Atienza D., Impact of memory voltage scaling on accuracy and resilience of deep learning based edge devices, «IEEE DESIGN & TEST», 2020, 37, Article number: 8868100 , pp. 84 - 92 [Scientific article]Open Access
De Giovanni, Elisabetta; Montagna, Fabio; Denkinger, Benoit W.; Machetti, Simone; Peon-Quiros, Miguel; Benatti, Simone; Rossi, Davide; Benini, Luca; Atienza, David, Modular Design and Optimization of Biomedical Applications for UltraLow Power Heterogeneous Platforms, «IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS», 2020, 39, pp. 3821 - 3832 [Scientific article]Open Access
Schiavone P.D.; Rossi D.; Liu Y.; Benatti S.; Luan S.; Williams I.; Benini L.; Constandinou T., Neuro-PULP: A Paradigm Shift Towards Fully Programmable Platforms for Neural Interfaces, in: Proceedings - 2020 IEEE International Conference on Artificial Intelligence Circuits and Systems, AICAS 2020, Institute of Electrical and Electronics Engineers Inc., 2020, pp. 50 - 54 (atti di: 2020 IEEE International Conference on Artificial Intelligence Circuits and Systems, AICAS 2020, ita, 2020) [Contribution to conference proceedings]
Di Mauro A.; Rossi D.; Pullini A.; Flatresse P.; Benini L., Performance-aware predictive-model-based on-chip body-bias regulation strategy for an ULP multi-core cluster in 28 nm UTBB FD-SOI, «INTEGRATION», 2020, 72, pp. 194 - 207 [Scientific article]Open Access
Garofalo A.; Rusci M.; Conti F.; Rossi D.; Benini L., PULP-NN: Accelerating Quantized Neural Networks on Parallel Ultra-Low-Power RISC-V Processors, «PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY OF LONDON SERIES A: MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES», 2020, 378, Article number: 20190155 , pp. 1 - 22 [Scientific article]Open Access
Prasad, Rohit; Das, Satyajit; Martin, Kevin J. M.; Tagliavini, Giuseppe; Coussy, Philippe; Benini, Luca; Rossi, Davide, TRANSPIRE: An energy-efficient TRANSprecision floating-point Programmable archItectuRE, in: 2020 Design, Automation & Test in Europe Conference & Exhibition (DATE), Institute of Electrical and Electronics Engineers Inc. (IEEE), 2020, pp. 1067 - 1072 (atti di: 23rd Design, Automation and Test in Europe Conference and Exhibition, DATE 2020, Grenoble, France, 9-13 March 2020) [Contribution to conference proceedings]Open Access
Garofalo, Angelo; Tagliavini, Giuseppe; Conti, Francesco; Rossi, Davide; Benini, Luca, XpulpNN: Accelerating Quantized Neural Networks on RISC-V Processors Through ISA Extensions, in: 2020 Design, Automation & Test in Europe Conference & Exhibition (DATE), Institute of Electrical and Electronics Engineers Inc. (IEEE), 2020, pp. 186 - 191 (atti di: Design, Automation and Test in Europe Conference and Exhibition, DATE 2020, Grenoble, France, 9-13 March 2020) [Contribution to conference proceedings]Open Access
