TAGLIAVINI, GIUSEPPE
TAGLIAVINI, GIUSEPPE
DIPARTIMENTO DI INFORMATICA - SCIENZA E INGEGNERIA
Ricercatori a tempo determinato
4.4 A 1.3TOPS/W @ 32GOPS Fully Integrated 10-Core SoC for IoT End-Nodes with 1.7μW Cognitive Wake-Up from MRAM-Based State-Retentive Sleep Mode
2021 Rossi D.; Conti F.; Eggiman M.; Mach S.; Mauro A.D.; Guermandi M.; Tagliavini G.; Pullini A.; Loi I.; Chen J.; Flamand E.; Benini L.
A 1.15 TOPS/W, 16-Cores Parallel Ultra-Low Power Cluster with 2b-to-32b Fully Flexible Bit-Precision and Vector Lockstep Execution Mode
2021 Garofalo A.; Ottavi G.; Di Mauro A.; Conti F.; Tagliavini G.; Benini L.; Rossi D.
A framework for optimizing OpenVX applications performance on embedded manycore accelerators
2015 Tagliavini, Giuseppe; Haugou, Germain; Marongiu, Andrea; Benini, Luca
A Low-Power Transprecision Floating-Point Cluster for Efficient Near-Sensor Data Analytics
2022 Montagna F.; Mach S.; Benatti S.; Garofalo A.; Ottavi G.; Benini L.; Rossi D.; Tagliavini G.
A mixed-precision RISC-V processor for extreme-edge DNN inference
2020 Ottavi G.; Garofalo A.; Tagliavini G.; Conti F.; Benini L.; Rossi D.
A Transprecision Floating-Point Architecture for Energy-Efficient Embedded Computing
2018 Mach, Stefan; Rossi, Davide; Tagliavini, Giuseppe; Marongiu, Andrea; Benini, Luca
A Transprecision Floating-Point Platform for Ultra-Low Power Computing
2018 Giuseppe, Tagliavini; Stefan, Mach; Davide, Rossi; Andrea, Marongiu; Luca, Benini
ADRENALINE: An OpenVX Environment to Optimize Embedded Vision Applications on Many-core Accelerators
2015 Tagliavini, Giuseppe; Haugou, Germain; Marongiu, Andrea; Benini, Luca
Always-on motion detection with application-level error control on a near-threshold approximate computing platform
2016 Tagliavini, Giuseppe; Marongiu, Andrea; Rossi, Davide; Benini, Luca
An Optimized Heart Rate Detection System Based on Low-Power Microcontroller Platforms for Biosignal Processing
2023 Mazzoni B.; Tagliavini G.; Benini L.; Benatti S.
BioWolf: A Sub-10-mW 8-Channel Advanced Brain-Computer Interface Platform with a Nine-Core Processor and BLE Connectivity
2019 Kartsch V.; Tagliavini G.; Guermandi M.; Benatti S.; Rossi D.; Benini L.
Combining learning and optimization for transprecision computing
2020 Borghesi, Andrea; Tagliavini, Giuseppe; Lombardi, Michele; Benini, Luca; Milano, Michela
Design and Evaluation of SmallFloat SIMD extensions to the RISC-V ISA
2019 Tagliavini G.; MacH S.; Rossi D.; Marongiu A.; Benini L.
DORY: Automatic End-to-End Deployment of Real-World DNNs on Low-Cost IoT MCUs
2021 Burrello, Alessio; Garofalo, Angelo; Bruschi, Nazareno; Tagliavini, Giuseppe; Rossi, Davide; Conti, Francesco
Efficient Transform Algorithms for Parallel Ultra-Low-Power IoT End Nodes
2021 Mazzoni B.; Benatti S.; Benini L.; Tagliavini G.
Enabling Fine-Grained OpenMP Tasking on Tightly-Coupled Shared Memory Clusters
2013 Paolo Burgio;Giuseppe Tagliavini;Andrea Marongiu;Luca Benini
Enabling mixed-precision quantized neural networks in extreme-edge devices
2020 Nazareno Bruschi, Angelo Garofalo, Francesco Conti, Giuseppe Tagliavini, Davide Rossi
Enabling OpenVX support in mW-scale parallel accelerators
2016 Tagliavini, Giuseppe; Haugou, Germain; Marongiu, Andrea; Benini, Luca
Energy efficient parallel computing on the PULP platform with support for OpenMP
2014 Rossi, Davide; Loi, Igor; Conti, Francesco.; Tagliavini, Giuseppe; Pullini, Antonio.; Marongiu, Andrea
Energy-Efficient Hardware-Accelerated Synchronization for Shared-L1-Memory Multiprocessor Clusters
2021 Florian Glaser; Giuseppe Tagliavini; Davide Rossi; Germain Haugoug; Qiuting Huang; Luca Benini
| Titolo | Autore(i) | Anno | Periodico | Editore | Tipo | File |
|---|---|---|---|---|---|---|
| 4.4 A 1.3TOPS/W @ 32GOPS Fully Integrated 10-Core SoC for IoT End-Nodes with 1.7μW Cognitive Wake-Up from MRAM-Based State-Retentive Sleep Mode | Rossi D.; Conti F.; Eggiman M.; Mach S.; Mauro A.D.; Guermandi M.; Tagliavini G.; Pullini A.; Loi... I.; Chen J.; Flamand E.; Benini L. | 2021-01-01 | - | Institute of Electrical and Electronics Engineers Inc. | 4.01 Contributo in Atti di convegno | 09365939.pdf; paper_proofread_d.pdf |
| A 1.15 TOPS/W, 16-Cores Parallel Ultra-Low Power Cluster with 2b-to-32b Fully Flexible Bit-Precision and Vector Lockstep Execution Mode | Garofalo A.; Ottavi G.; Di Mauro A.; Conti F.; Tagliavini G.; Benini L.; Rossi D. | 2021-01-01 | - | Institute of Electrical and Electronics Engineers Inc. | 4.01 Contributo in Atti di convegno | DUSTIN_REDUX.pdf |
| A framework for optimizing OpenVX applications performance on embedded manycore accelerators | Tagliavini, Giuseppe; Haugou, Germain; Marongiu, Andrea; Benini, Luca | 2015-01-01 | - | ACM | 4.02 Riassunto (Abstract) | - |
| A Low-Power Transprecision Floating-Point Cluster for Efficient Near-Sensor Data Analytics | Montagna F.; Mach S.; Benatti S.; Garofalo A.; Ottavi G.; Benini L.; Rossi D.; Tagliavini G. | 2022-01-01 | IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS | - | 1.01 Articolo in rivista | Low-Power_Transprecision_Cluster_pp.pdf |
| A mixed-precision RISC-V processor for extreme-edge DNN inference | Ottavi G.; Garofalo A.; Tagliavini G.; Conti F.; Benini L.; Rossi D. | 2020-01-01 | - | IEEE Computer Society | 4.01 Contributo in Atti di convegno | ISVLSI_STATUS_BASED.pdf |
| A Transprecision Floating-Point Architecture for Energy-Efficient Embedded Computing | Mach, Stefan; Rossi, Davide; Tagliavini, Giuseppe; Marongiu, Andrea; Benini, Luca | 2018-01-01 | - | Institute of Electrical and Electronics Engineers Inc. | 4.01 Contributo in Atti di convegno | ISCAS18_postprint.pdf |
| A Transprecision Floating-Point Platform for Ultra-Low Power Computing | Giuseppe, Tagliavini; Stefan, Mach; Davide, Rossi; Andrea, Marongiu; Luca, Benini | 2018-01-01 | - | IEEE | 4.01 Contributo in Atti di convegno | Tagliavini_et_al_2018_DATE_postprint.pdf |
| ADRENALINE: An OpenVX Environment to Optimize Embedded Vision Applications on Many-core Accelerators | Tagliavini, Giuseppe; Haugou, Germain; Marongiu, Andrea; Benini, Luca | 2015-01-01 | - | Institute of Electrical and Electronics Engineers Inc. | 4.01 Contributo in Atti di convegno | ADRENALINE-MCSOC.pdf |
| Always-on motion detection with application-level error control on a near-threshold approximate computing platform | Tagliavini, Giuseppe; Marongiu, Andrea; Rossi, Davide; Benini, Luca | 2016-01-01 | - | Institute of Electrical and Electronics Engineers Inc. | 4.01 Contributo in Atti di convegno | - |
| An Optimized Heart Rate Detection System Based on Low-Power Microcontroller Platforms for Biosignal Processing | Mazzoni B.; Tagliavini G.; Benini L.; Benatti S. | 2023-01-01 | - | - | 4.01 Contributo in Atti di convegno | - |
| BioWolf: A Sub-10-mW 8-Channel Advanced Brain-Computer Interface Platform with a Nine-Core Processor and BLE Connectivity | Kartsch V.; Tagliavini G.; Guermandi M.; Benatti S.; Rossi D.; Benini L. | 2019-01-01 | IEEE TRANSACTIONS ON BIOMEDICAL CIRCUITS AND SYSTEMS | - | 1.01 Articolo in rivista | - |
| Combining learning and optimization for transprecision computing | Borghesi, Andrea; Tagliavini, Giuseppe; Lombardi, Michele; Benini, Luca; Milano, Michela | 2020-01-01 | - | - | 4.01 Contributo in Atti di convegno | Combining Learning and Optimization for Transprecision.pdf |
| Design and Evaluation of SmallFloat SIMD extensions to the RISC-V ISA | Tagliavini G.; MacH S.; Rossi D.; Marongiu A.; Benini L. | 2019-01-01 | - | Institute of Electrical and Electronics Engineers Inc. (IEEE) | 4.01 Contributo in Atti di convegno | DATE19-isaext-IRIS.pdf |
| DORY: Automatic End-to-End Deployment of Real-World DNNs on Low-Cost IoT MCUs | Burrello, Alessio; Garofalo, Angelo; Bruschi, Nazareno; Tagliavini, Giuseppe; Rossi, Davide; Cont...i, Francesco | 2021-01-01 | IEEE TRANSACTIONS ON COMPUTERS | - | 1.01 Articolo in rivista | 2008.0127pp.pdf |
| Efficient Transform Algorithms for Parallel Ultra-Low-Power IoT End Nodes | Mazzoni B.; Benatti S.; Benini L.; Tagliavini G. | 2021-01-01 | IEEE EMBEDDED SYSTEMS LETTERS | - | 1.01 Articolo in rivista | ESL_transforms_FINAL.pdf |
| Enabling Fine-Grained OpenMP Tasking on Tightly-Coupled Shared Memory Clusters | Paolo Burgio;Giuseppe Tagliavini;Andrea Marongiu;Luca Benini | 2013-01-01 | - | 2013 IEEE Conference Proceedings | 4.01 Contributo in Atti di convegno | - |
| Enabling mixed-precision quantized neural networks in extreme-edge devices | Nazareno Bruschi, Angelo Garofalo, Francesco Conti, Giuseppe Tagliavini, Davide Rossi | 2020-01-01 | - | Association for Computing Machinery, Inc | 4.01 Contributo in Atti di convegno | Enabling_Mixed_Precision_Quantized_Neural_Networks_in_Extreme_Edge_Devices.pdf |
| Enabling OpenVX support in mW-scale parallel accelerators | Tagliavini, Giuseppe; Haugou, Germain; Marongiu, Andrea; Benini, Luca | 2016-01-01 | - | Association for Computing Machinery, Inc | 4.01 Contributo in Atti di convegno | - |
| Energy efficient parallel computing on the PULP platform with support for OpenMP | Rossi, Davide; Loi, Igor; Conti, Francesco.; Tagliavini, Giuseppe; Pullini, Antonio.; Marongiu, A...ndrea | 2014-01-01 | - | IEEE | 4.01 Contributo in Atti di convegno | - |
| Energy-Efficient Hardware-Accelerated Synchronization for Shared-L1-Memory Multiprocessor Clusters | Florian Glaser; Giuseppe Tagliavini; Davide Rossi; Germain Haugoug; Qiuting Huang; Luca Benini | 2021-01-01 | IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS | - | 1.01 Articolo in rivista | GlaserTC2020_postprint.pdf |