ZANGHIERI, MARCELLO
ZANGHIERI, MARCELLO
DIPARTIMENTO DI INGEGNERIA DELL'ENERGIA ELETTRICA E DELL'INFORMAZIONE "GUGLIELMO MARCONI"
Assegnisti
A Microcontroller is All You Need: Enabling Transformer Execution on Low-Power IoT Endnodes
2021 Burrello A.; Scherer M.; Zanghieri M.; Conti F.; Benini L.
AI-Powered Collision Avoidance Safety System for Industrial Woodworking Machinery
2021 Conti F., Indirli F., Latella A., Puglia G. M., Tecce F., Urlini G., Zanghieri M.
Event-based Low-Power and Low-Latency Regression Method for Hand Kinematics from Surface EMG
2023 Zanghieri, M; Benatti, S; Benini, L; Donati, Elisa
Low-latency detection of epileptic seizures from IEEG with temporal convolutional networks on a low-power parallel MCU
2021 Zanghieri M.; Burrello A.; Benatti S.; Schindler K.; Benini L.
Motor-Unit Ordering of Blindly-Separated Surface-EMG Signals for Gesture Recognition
2022 Mattia Orlandi, Marcello Zanghieri, Davide Schiavone, Elisa Donati, Francesco Conti, Simone Benatti
Node centrality measures identify relevant structural MRI features of subjects with autism
2021 Zanghieri M.; Menichetti G.; Retico A.; Calderoni S.; Castellani G.; Remondini D.
Prediction of Thermal Hazards in a Real Datacenter Room Using Temporal Convolutional Networks
2021 Seyedkazemi Ardebili M.; Zanghieri M.; Burrello A.; Beneventi F.; Acquaviva A.; Benini L.; Bartolini A.
Robust Real-Time Embedded EMG Recognition Framework Using Temporal Convolutional Networks on a Multicore IoT Processor
2020 Zanghieri, Marcello; Benatti, Simone; Burrello, Alessio; Kartsch, Victor; Conti, Francesco; Benini, Luca
sEMG Neural Spikes Reconstruction for Gesture Recognition on a Low-Power Multicore Processor. In: Biomedical Circuits and Systems
2022 Mattia Orlandi, Marcello Zanghieri, Victor Javier Kartsch Morinigo, Francesco Conti, Davide Schiavone, Luca Benini, Simone Benatti
SEMG-based Regression of Hand Kinematics with Temporal Convolutional Networks on a Low-Power Edge Microcontroller
2021 Zanghieri M.; Benatti S.; Burrello A.; Kartsch Morinigo V.J.; Meattini R.; Palli G.; Melchiorri C.; Benini L.
Tackling time-variability in semg-based gesture recognition with on-device incremental learning and temporal convolutional networks
2021 Burrello A.; Zanghieri M.; Sarti C.; Ravaglia L.; Benatti S.; Benini L.
TCN Mapping Optimization for Ultra-Low Power Time-Series Edge Inference
2021 Burrello A.; Dequino A.; Pagliari D.J.; Conti F.; Zanghieri M.; MacIi E.; Benini L.; Poncino M.
TCN Mapping Optimization for Ultra-Low Power Time-Series Edge Inference
2021 Alessio Burrello; Alberto Dequino; Daniele Jahier Pagliari; Francesco Conti; Marcello Zanghieri; Enrico Macii; Luca Benini; Massimo Poncino
Temporal Variability Analysis in sEMG Hand Grasp Recognition using Temporal Convolutional Networks
2020 Zanghieri M.; Benatti S.; Conti F.; Burrello A.; Benini L.
| Titolo | Autore(i) | Anno | Periodico | Editore | Tipo | File |
|---|---|---|---|---|---|---|
| A Microcontroller is All You Need: Enabling Transformer Execution on Low-Power IoT Endnodes | Burrello A.; Scherer M.; Zanghieri M.; Conti F.; Benini L. | 2021-01-01 | - | Institute of Electrical and Electronics Engineers Inc. | 4.01 Contributo in Atti di convegno | - |
| AI-Powered Collision Avoidance Safety System for Industrial Woodworking Machinery | Conti F., Indirli F., Latella A., Puglia G. M., Tecce F., Urlini G., Zanghieri M. | 2021-01-01 | - | River Publishers | 2.01 Capitolo / saggio in libro | - |
| Event-based Low-Power and Low-Latency Regression Method for Hand Kinematics from Surface EMG | Zanghieri, M; Benatti, S; Benini, L; Donati, Elisa | 2023-01-01 | - | IEEE | 4.01 Contributo in Atti di convegno | - |
| Low-latency detection of epileptic seizures from IEEG with temporal convolutional networks on a low-power parallel MCU | Zanghieri M.; Burrello A.; Benatti S.; Schindler K.; Benini L. | 2021-01-01 | - | Institute of Electrical and Electronics Engineers Inc. | 4.01 Contributo in Atti di convegno | - |
| Motor-Unit Ordering of Blindly-Separated Surface-EMG Signals for Gesture Recognition | Mattia Orlandi, Marcello Zanghieri, Davide Schiavone, Elisa Donati, Francesco Conti, Simone Benatti | 2022-01-01 | - | Springer | 4.01 Contributo in Atti di convegno | - |
| Node centrality measures identify relevant structural MRI features of subjects with autism | Zanghieri M.; Menichetti G.; Retico A.; Calderoni S.; Castellani G.; Remondini D. | 2021-01-01 | BRAIN SCIENCES | - | 1.01 Articolo in rivista | brainsci-11-00498-v3.pdf; brainsci-11-00498-s001.pdf |
| Prediction of Thermal Hazards in a Real Datacenter Room Using Temporal Convolutional Networks | Seyedkazemi Ardebili M.; Zanghieri M.; Burrello A.; Beneventi F.; Acquaviva A.; Benini L.; Bartol...ini A. | 2021-01-01 | - | Institute of Electrical and Electronics Engineers Inc. | 4.01 Contributo in Atti di convegno | - |
| Robust Real-Time Embedded EMG Recognition Framework Using Temporal Convolutional Networks on a Multicore IoT Processor | Zanghieri, Marcello; Benatti, Simone; Burrello, Alessio; Kartsch, Victor; Conti, Francesco; Benin...i, Luca | 2020-01-01 | IEEE TRANSACTIONS ON BIOMEDICAL CIRCUITS AND SYSTEMS | - | 1.01 Articolo in rivista | Robust Real-Time.pdf |
| sEMG Neural Spikes Reconstruction for Gesture Recognition on a Low-Power Multicore Processor. In: Biomedical Circuits and Systems | Mattia Orlandi, Marcello Zanghieri, Victor Javier Kartsch Morinigo, Francesco Conti, Davide Schia...vone, Luca Benini, Simone Benatti | 2022-01-01 | - | - | 4.01 Contributo in Atti di convegno | - |
| SEMG-based Regression of Hand Kinematics with Temporal Convolutional Networks on a Low-Power Edge Microcontroller | Zanghieri M.; Benatti S.; Burrello A.; Kartsch Morinigo V.J.; Meattini R.; Palli G.; Melchiorri C....; Benini L. | 2021-01-01 | - | Institute of Electrical and Electronics Engineers Inc. | 4.01 Contributo in Atti di convegno | - |
| Tackling time-variability in semg-based gesture recognition with on-device incremental learning and temporal convolutional networks | Burrello A.; Zanghieri M.; Sarti C.; Ravaglia L.; Benatti S.; Benini L. | 2021-01-01 | - | Institute of Electrical and Electronics Engineers Inc. | 4.01 Contributo in Atti di convegno | - |
| TCN Mapping Optimization for Ultra-Low Power Time-Series Edge Inference | Burrello A.; Dequino A.; Pagliari D.J.; Conti F.; Zanghieri M.; MacIi E.; Benini L.; Poncino M. | 2021-01-01 | - | Institute of Electrical and Electronics Engineers Inc. | 4.01 Contributo in Atti di convegno | - |
| TCN Mapping Optimization for Ultra-Low Power Time-Series Edge Inference | Alessio Burrello; Alberto Dequino; Daniele Jahier Pagliari; Francesco Conti; Marcello Zanghieri; ...Enrico Macii; Luca Benini; Massimo Poncino | 2021-01-01 | - | IEEE | 4.01 Contributo in Atti di convegno | - |
| Temporal Variability Analysis in sEMG Hand Grasp Recognition using Temporal Convolutional Networks | Zanghieri M.; Benatti S.; Conti F.; Burrello A.; Benini L. | 2020-01-01 | - | Institute of Electrical and Electronics Engineers Inc. | 4.01 Contributo in Atti di convegno | - |