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Giuseppe Tagliavini

Ricercatore in Tenure Track L. 79/2022

Dipartimento di Informatica - Scienza e Ingegneria

Settore scientifico disciplinare: ING-INF/05 SISTEMI DI ELABORAZIONE DELLE INFORMAZIONI

Pubblicazioni

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), «PROCEEDINGS DESIGN, AUTOMATION, AND TEST IN EUROPE CONFERENCE AND EXHIBITION», 2020, pp. 1067 - 1072 (atti di: 23rd Design, Automation and Test in Europe Conference and Exhibition, DATE 2020, Grenoble, France, 9-13 March 2020) [Contributo in Atti di convegno]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) [Contributo in Atti di convegno]Open Access

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 [articolo]

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) [Contributo in Atti di convegno]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 [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

Tagliavini, Giuseppe; Haugou, Germain; Marongiu, Andrea; Benini, Luca, Optimizing memory bandwidth exploitation for OpenVX applications on embedded many-core accelerators, «JOURNAL OF REAL-TIME IMAGE PROCESSING», 2018, 15, pp. 73 - 92 [articolo]

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 [articolo]Open Access

Malossi, A. Cristiano I.; Schaffner, Michael; Molnos, Anca; Gammaitoni, Luca; Tagliavini, Giuseppe; Emerson, Andrew; Tomas, Andres; Nikolopoulos, Dimitrios S.; Flamand, Eric; Wehn, Norbert, The transprecision computing paradigm: Concept, design, and applications, in: Proceedings of the 2018 Design, Automation and Test in Europe Conference and Exhibition (DATE), IEEE, 2018, pp. 1105 - 1110 (atti di: Design, Automation and Test in Europe (DATE), Dresden, Germany, 19-23 Marzo 2018) [Contributo in Atti di convegno]Open Access

Tagliavini, Giuseppe*; Cesarini, Daniele; Marongiu, Andrea, Unleashing Fine-Grained Parallelism on Embedded Many-Core Accelerators with Lightweight OpenMP Tasking, «IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS», 2018, 29, Article number: 8314096, pp. 2150 - 2163 [articolo]Open Access

Tagliavini, Giuseppe; Marongiu, Andrea; Rossi, Davide; Benini, Luca, Always-on motion detection with application-level error control on a near-threshold approximate computing platform, in: 2016 IEEE International Conference on Electronics, Circuits and Systems, ICECS 2016, Institute of Electrical and Electronics Engineers Inc., 2016, pp. 552 - 555 (atti di: 23rd IEEE International Conference on Electronics, Circuits and Systems, ICECS 2016, mco, 2016) [Contributo in Atti di convegno]

Tagliavini, Giuseppe; Haugou, Germain; Marongiu, Andrea; Benini, Luca, Enabling OpenVX support in mW-scale parallel accelerators, in: Proceedings of the International Conference on Compilers, Architectures and Synthesis for Embedded Systems, CASES 2016, Association for Computing Machinery, Inc, 2016, pp. 1 - 10 (atti di: 2016 International Conference on Compilers, Architectures and Synthesis for Embedded Systems, CASES 2016, Pittsburgh Marriott City Center, usa, 2016) [Contributo in Atti di convegno]

Rossi, Davide; Conti, Francesco; Marongiu, Andrea; Pullini, Antonio; Loi, Igor; Gautschi, Michael; Tagliavini, Giuseppe; Capotondi, Alessandro; Flatresse, Philippe; Benini, Luca, PULP: A parallel ultra low power platform for next generation IoT applications, in: Proceedings of Hot Chips 27 Symposium (HCS), Institute of Electrical and Electronics Engineers Inc., 2016, pp. 1 - 39 (atti di: 27th IEEE Hot Chips Symposium, HCS 2015, Cupertino, California, USA, 22-25 Aug. 2015) [Contributo in Atti di convegno]

Tagliavini, Giuseppe; Haugou, Germain; Marongiu, Andrea; Benini, Luca, A framework for optimizing OpenVX applications performance on embedded manycore accelerators, in: SCOPES '15 Proceedings of the 18th International Workshop on Software and Compilers for Embedded Systems, New York, ACM, 2015, pp. 125 - 128 (atti di: 18th International Workshop on Software and Compilers for Embedded Systems (SCOPES 15), Sankt Goar (Germany), 1-3 Giugno 2015) [atti di convegno-abstract]

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