TAGLIAVINI, GIUSEPPE
TAGLIAVINI, GIUSEPPE
DISI - DIPARTIMENTO DI INFORMATICA - SCIENZA E INGEGNERIA
Ricercatori a tempo determinato
Enabling Real-Time Streaming Temporal Convolution Network Inference on Ultra-Low-Power Microcontrollers
2025 Mirsalari, Seyed Ahmad; Fariselli, Marco; Bijar, Léo; Paci, Francesco; Benini, Luca; Tagliavini, Giuseppe
Maestro: A 302 GFLOPS/W and 19.8GFLOPS RISC-V Vector-Tensor Architecture for Wearable Ultrasound Edge Computing
2025 Sinigaglia, Mattia; Kiamarzi, Amirhossein; Bertuletti, Marco; Ghionda, Luigi; Orlandi, Mattia; Tedeschi, Riccardo; Di Giampietro, Aurora; Tortorella, Yvan; Bertaccini, Luca; Benatti, Simone; Tagliavini, Giuseppe; Benini, Luca; Conti, Francesco; Rossi, Davide
Multi-Partner Project: Advancing the EDA Tools Landscape for the European RISC-V Ecosystem in TRISTAN
2025 Jebali, Fatma; Andriamisaina, Caaliph; Jan, Mathieu; Ecker, Wolfgang; Egert, Florian; Fischer, Bernhard; Burrello, Alessio; Pagliari, Daniele Jahier; Vinco, Sara; Tagliavini, Giuseppe; Feldner, Ingo; Mauderer, Andreas; Sauer, Axel; Kristmundsson, Arnór; Schober, Alexander; Bernier, Téo; Käyrä, Matti; Schlichtmann, Ulf; Jonack, Rocco
Open Source Heterogeneous SoCs for Artificial Intelligence: The PULP Platform experience
2025 Conti, Francesco; Garofalo, Angelo; Rossi, Davide; Tagliavini, Giuseppe; Benini, Luca
OpenBioNER: Lightweight Open-Domain Biomedical Named Entity Recognition Through Entity Type Description
2025 Cocchieri, Alessio; Frisoni, Giacomo; Martinez Galindo, Marcos; Moro, Gianluca; Tagliavini, Giuseppe; Candoli, Francesco
Parallelization is All System Identification Needs: End-to-End Vibration Diagnostics on a Multicore RISC-V Edge Device
2025 Kiamarzi, Amirhossein; Moallemi, Amirhossein; Zonzini, Federica; Brunelli, Davide; Rossi, Davide; Tagliavini, Giuseppe
Synergistic Memory Optimisations: Precision Tuning in Heterogeneous Memory Hierarchies
2025 Magnani, Gabriele; Cattaneo, Daniele; Denisov, Lev; Tagliavini, Giuseppe; Agosta, Giovanni; Cherubin, Stefano
Unobtrusive Multimodal Monitoring of Physiological Signals for Driver State Analysis
2025 Amidei, Andrea; Rapa, Pierangelo Maria; Tagliavini, Giuseppe; Rabbeni, Roberto; Benini, Luca; Pavan, Paolo; Benatti, Simone
ZeroNER: Fueling Zero-Shot Named Entity Recognition via Entity Type Descriptions
2025 Cocchieri, Alessio; Martínez Galindo, Marcos; Frisoni, Giacomo; Moro, Gianluca; Sartori, Claudio; Tagliavini, Giuseppe
Balancing Accuracy and Energy Efficiency on Ultra-Low-Power Platforms for ECG Analysis
2024 Mazzoni, Benedetta; Bompani, Luca; Orlandi, Mattia; Benatti, Simone; Tagliavini, Giuseppe
QR-PULP: Streamlining QR Decomposition for RISC-V Parallel Ultra-Low-Power Platforms
2024 Kiamarzi, Amirhossein; Rossi, Davide; Tagliavini, Giuseppe
SeTHet - Sending Tuned numbers over DMA onto Heterogeneous clusters: an automated precision tuning story
2024 Magnani, Gabriele; Cattaneo, Daniele; Denisov, Lev; Tagliavini, Giuseppe; Agosta, Giovanni; Cherubin, Stefano
StreamEase: Enabling Real-Time Inference of Temporal Convolution Networks on Low-Power MCUs with Stream-Oriented Automatic Transformation
2024 Mirsalari, Seyed Ahmad; Bijar, Léo; Fariselli, Marco; Croome, Martin; Paci, Francesco; Tagliavini, Giuseppe; Benini, Luca
Unleashing 8-Bit Floating Point Formats Out of the Deep-Learning Domain
2024 Mirsalari, Seyed Ahmad; Yousefzadeh, Saba; Hemani, Ahmed; Tagliavini, Giuseppe
An Optimized Heart Rate Detection System Based on Low-Power Microcontroller Platforms for Biosignal Processing
2023 Mazzoni B.; Tagliavini G.; Benini L.; Benatti S.
ANGELS - Smart Steering Wheel for Driver Safety
2023 Amidei, Andrea; Rapa, Pierangelo Maria; Tagliavini, Giuseppe; Rabbeni, Roberto; Pavan, Paolo; Benatti, Simone
DNN Is Not All You Need: Parallelizing Non-neural ML Algorithms on Ultra-low-power IoT Processors
2023 Tabanelli, Enrico; Tagliavini, Giuseppe; Benini, Luca
Dustin: A 16-Cores Parallel Ultra-Low-Power Cluster With 2b-to-32b Fully Flexible Bit-Precision and Vector Lockstep Execution Mode
2023 Gianmarco Ottavi; Angelo Garofalo; Giuseppe Tagliavini; Francesco Conti; Alfio Di Mauro; Luca Benini; Davide Rossi
End-to-End DNN Inference on a Massively Parallel Analog In Memory Computing Architecture
2023 Bruschi, Nazareno; Tagliavini, Giuseppe; Garofalo, Angelo; Conti, Francesco; Boybat, Irem; Benini, Luca; Rossi, Davide
HULK-V: a Heterogeneous Ultra-low-power Linux capable RISC-V SoC
2023 Valente, Luca; Tortorella, Yvan; Sinigaglia, Mattia; Tagliavini, Giuseppe; Capotondi, Alessandro; Benini, Luca; Rossi, Davide
| Titolo | Autore(i) | Anno | Periodico | Editore | Tipo | File |
|---|---|---|---|---|---|---|
| Enabling Real-Time Streaming Temporal Convolution Network Inference on Ultra-Low-Power Microcontrollers | Mirsalari, Seyed Ahmad; Fariselli, Marco; Bijar, Léo; Paci, Francesco; Benini, Luca; Tagliavini, ...Giuseppe | 2025-01-01 | - | IEEE Computer Society | 4.01 Contributo in Atti di convegno | - |
| Maestro: A 302 GFLOPS/W and 19.8GFLOPS RISC-V Vector-Tensor Architecture for Wearable Ultrasound Edge Computing | Sinigaglia, Mattia; Kiamarzi, Amirhossein; Bertuletti, Marco; Ghionda, Luigi; Orlandi, Mattia; Te...deschi, Riccardo; Di Giampietro, Aurora; Tortorella, Yvan; Bertaccini, Luca; Benatti, Simone; Tagliavini, Giuseppe; Benini, Luca; Conti, Francesco; Rossi, Davide | 2025-01-01 | IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS. I, REGULAR PAPERS | - | 1.01 Articolo in rivista | - |
| Multi-Partner Project: Advancing the EDA Tools Landscape for the European RISC-V Ecosystem in TRISTAN | Jebali, Fatma; Andriamisaina, Caaliph; Jan, Mathieu; Ecker, Wolfgang; Egert, Florian; Fischer, Be...rnhard; Burrello, Alessio; Pagliari, Daniele Jahier; Vinco, Sara; Tagliavini, Giuseppe; Feldner, Ingo; Mauderer, Andreas; Sauer, Axel; Kristmundsson, Arnór; Schober, Alexander; Bernier, Téo; Käyrä, Matti; Schlichtmann, Ulf; Jonack, Rocco | 2025-01-01 | - | Institute of Electrical and Electronics Engineers Inc. | 4.01 Contributo in Atti di convegno | - |
| Open Source Heterogeneous SoCs for Artificial Intelligence: The PULP Platform experience | Conti, Francesco; Garofalo, Angelo; Rossi, Davide; Tagliavini, Giuseppe; Benini, Luca | 2025-01-01 | IEEE SOLID-STATE CIRCUITS MAGAZINE | - | 1.01 Articolo in rivista | - |
| OpenBioNER: Lightweight Open-Domain Biomedical Named Entity Recognition Through Entity Type Description | Cocchieri, Alessio; Frisoni, Giacomo; Martinez Galindo, Marcos; Moro, Gianluca; Tagliavini, Giuse...ppe; Candoli, Francesco | 2025-01-01 | - | - | 4.01 Contributo in Atti di convegno | 2025.findings-naacl.47.pdf |
| Parallelization is All System Identification Needs: End-to-End Vibration Diagnostics on a Multicore RISC-V Edge Device | Kiamarzi, Amirhossein; Moallemi, Amirhossein; Zonzini, Federica; Brunelli, Davide; Rossi, Davide;... Tagliavini, Giuseppe | 2025-01-01 | IEEE INTERNET OF THINGS JOURNAL | - | 1.01 Articolo in rivista | Parallelization_is_All_System_Identification_Needs_End-to-end_Vibration_Diagnostics_on_a_Multi-Core_RISC-V_Edge_Device.pdf |
| Synergistic Memory Optimisations: Precision Tuning in Heterogeneous Memory Hierarchies | Magnani, Gabriele; Cattaneo, Daniele; Denisov, Lev; Tagliavini, Giuseppe; Agosta, Giovanni; Cheru...bin, Stefano | 2025-01-01 | IEEE TRANSACTIONS ON COMPUTERS | - | 1.01 Articolo in rivista | - |
| Unobtrusive Multimodal Monitoring of Physiological Signals for Driver State Analysis | Amidei, Andrea; Rapa, Pierangelo Maria; Tagliavini, Giuseppe; Rabbeni, Roberto; Benini, Luca; Pav...an, Paolo; Benatti, Simone | 2025-01-01 | IEEE SENSORS JOURNAL | - | 1.01 Articolo in rivista | Unobtrusive_Multimodal_Monitoring_of_Physiological_Signals_for_Driver_State_Analysis_compressed.pdf |
| ZeroNER: Fueling Zero-Shot Named Entity Recognition via Entity Type Descriptions | Cocchieri, Alessio; Martínez Galindo, Marcos; Frisoni, Giacomo; Moro, Gianluca; Sartori, Claudio;... Tagliavini, Giuseppe | 2025-01-01 | - | - | 4.01 Contributo in Atti di convegno | 2025.findings-acl.805 (1).pdf |
| Balancing Accuracy and Energy Efficiency on Ultra-Low-Power Platforms for ECG Analysis | Mazzoni, Benedetta; Bompani, Luca; Orlandi, Mattia; Benatti, Simone; Tagliavini, Giuseppe | 2024-01-01 | - | Institute of Electrical and Electronics Engineers Inc. | 4.01 Contributo in Atti di convegno | - |
| QR-PULP: Streamlining QR Decomposition for RISC-V Parallel Ultra-Low-Power Platforms | Kiamarzi, Amirhossein; Rossi, Davide; Tagliavini, Giuseppe | 2024-01-01 | - | Association for Computing Machinery, Inc | 4.01 Contributo in Atti di convegno | - |
| SeTHet - Sending Tuned numbers over DMA onto Heterogeneous clusters: an automated precision tuning story | Magnani, Gabriele; Cattaneo, Daniele; Denisov, Lev; Tagliavini, Giuseppe; Agosta, Giovanni; Cheru...bin, Stefano | 2024-01-01 | - | Association for Computing Machinery, Inc | 4.01 Contributo in Atti di convegno | - |
| StreamEase: Enabling Real-Time Inference of Temporal Convolution Networks on Low-Power MCUs with Stream-Oriented Automatic Transformation | Mirsalari, Seyed Ahmad; Bijar, Léo; Fariselli, Marco; Croome, Martin; Paci, Francesco; Tagliavini..., Giuseppe; Benini, Luca | 2024-01-01 | - | - | 4.01 Contributo in Atti di convegno | StreamEase AAM.pdf |
| Unleashing 8-Bit Floating Point Formats Out of the Deep-Learning Domain | Mirsalari, Seyed Ahmad; Yousefzadeh, Saba; Hemani, Ahmed; Tagliavini, Giuseppe | 2024-01-01 | - | Institute of Electrical and Electronics Engineers Inc. | 4.01 Contributo in Atti di convegno | Float8_PULP_ICECS.pdf |
| 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 | - | Springer | 4.01 Contributo in Atti di convegno | ECG_Efficient_ postprint.pdf |
| ANGELS - Smart Steering Wheel for Driver Safety | Amidei, Andrea; Rapa, Pierangelo Maria; Tagliavini, Giuseppe; Rabbeni, Roberto; Pavan, Paolo; Ben...atti, Simone | 2023-01-01 | - | - | 4.01 Contributo in Atti di convegno | IEEE_IWASI_2023_postprint.pdf |
| DNN Is Not All You Need: Parallelizing Non-neural ML Algorithms on Ultra-low-power IoT Processors | Tabanelli, Enrico; Tagliavini, Giuseppe; Benini, Luca | 2023-01-01 | ACM TRANSACTIONS ON EMBEDDED COMPUTING SYSTEMS | - | 1.01 Articolo in rivista | DNNIsNotAllYouNeed.pdf |
| Dustin: A 16-Cores Parallel Ultra-Low-Power Cluster With 2b-to-32b Fully Flexible Bit-Precision and Vector Lockstep Execution Mode | Gianmarco Ottavi; Angelo Garofalo; Giuseppe Tagliavini; Francesco Conti; Alfio Di Mauro; Luca Ben...ini; Davide Rossi | 2023-01-01 | IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS. I, REGULAR PAPERS | - | 1.01 Articolo in rivista | 2201.08656.pdf |
| End-to-End DNN Inference on a Massively Parallel Analog In Memory Computing Architecture | Bruschi, Nazareno; Tagliavini, Giuseppe; Garofalo, Angelo; Conti, Francesco; Boybat, Irem; Benini..., Luca; Rossi, Davide | 2023-01-01 | - | IEEE | 4.01 Contributo in Atti di convegno | IMA_RESNET_DATE_postprint.pdf |
| HULK-V: a Heterogeneous Ultra-low-power Linux capable RISC-V SoC | Valente, Luca; Tortorella, Yvan; Sinigaglia, Mattia; Tagliavini, Giuseppe; Capotondi, Alessandro;... Benini, Luca; Rossi, Davide | 2023-01-01 | - | IEEE | 4.01 Contributo in Atti di convegno | HULK-V_a_Heterogeneous_Ultra-low-power_Linux_capable_RISC-V_SoC-accepted.pdf |