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M

Massimo Poncino

Department of Control and Computer Engineering

41H-index
543Paper Count
6.8KCitation Count
Published Papers 68
Publication Date
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Foundation Models for Structural Health Monitoring
errIEEE Transactions on Sustainable Computing
IF3.9
err2025-07-23
err0
PREAI
errLuca Benfenati; Daniele Jahier Pagliari; Luca Zanatta; Yhorman Alexander Bedoya Velez; Andrea Acquaviva; Massimo Poncino; Enrico Macii; Luca Benini; Alessio Burrello
errShare
errSave
Joint Pruning and Channel-Wise Mixed-Precision Quantization for Efficient Deep Neural Networks
errIEEE TRANSACTIONS ON COMPUTERS
IF3.8
err2024-11-01
err0
errOAAI
errMotetti, Beatrice Alessandra; Risso, Matteo; Burrello, Alessio; Macii, Enrico; Poncino, Massimo; Pagliari, Daniele Jahier
errShare
errSave
Extending lifetime of portable systems by battery scheduling
errdesign automation test in europe
IF0
err2024-09-06
err50
PREAI
errBenini, L; Castelli, G; Macii, A; Macii, E; Poncino, M; Scarsi, R
errShare
errSave
Integrating SystemC-AMS Power Modeling with a RISC-V ISS for Virtual Prototyping of Battery-operated Embedded Devices
errproceedings of the
IF0
err2024-07-01
err0
errOAAI
errHamdi, Mohamed Amine; Pollo, Giovanni; Risso, Matteo; Haugou, Germain; Burrello, Alessio; Macii, Enrico; Poncino, Massimo; Vinco, Sara; Pagliari, Daniele Jahier
errShare
errSave
Dynamic Decision Tree Ensembles for Energy-Efficient Inference on IoT Edge Nodes
errIEEE INTERNET OF THINGS JOURNAL
IF8.9
err2024-01-01
err2
errOAAI
errDaghero, Francesco; Burrello, Alessio; Macii, Enrico; Montuschi, Paolo; Poncino, Massimo; Jahier Pagliari, Daniele
errShare
errSave
Model-Driven Dataset Generation for Data-Driven Battery SOH Models
err2023 IEEE/ACM INTERNATIONAL SYMPOSIUM ON LOW POWER ELECTRONICS AND DESIGN, ISLPED
IF0
err2023-08-07
err0
errOAAI
errAlamin, Khaled Sidahmed Sidahmed; Daghero, Francesco; Pollo, Giovanni; Pagliari, Daniele Jahier; Chen, Yukai; Macii, Enrico; Poncino, Massimo; Vinco, Sara
errShare
errSave
Efficient Deep Learning Models for Privacy-Preserving People Counting on Low-Resolution Infrared Arrays
errIEEE INTERNET OF THINGS JOURNAL
IF8.9
err2023-08-01
err5
errOAAI
errXie, Chen; Daghero, Francesco; Chen, Yukai; Castellano, Marco; Gandolfi, Luca; Calimera, Andrea; Macii, Enrico; Poncino, Massimo; Pagliari, Daniele Jahier
errShare
errSave
Multi-Criteria Coordinated Electric Vehicle-Drone Hybrid Delivery Service Planning
errIEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY
IF7.1
err2023-05-01
err4
PREAI
errCho, Young Hoo; Baek, Donkyu; Chen, Yukai; Jung, Min Jae; Vinco, Sara; Macii, Enrico; Poncino, Massimo
errShare
errSave
Energy-efficient Wearable-to-Mobile Offload of ML Inference for PPG-based Heart-Rate Estimation
err2023 DESIGN, AUTOMATION & TEST IN EUROPE CONFERENCE & EXHIBITION, DATE
IF0
err2023-04-01
err2
errOAAI
errBurrello, Alessio; Risso, Matteo; Tomasello, Noemi; Chen, Yukai; Benini, Luca; Macii, Enrico; Poncino, Massimo; Pagliari, Daniele Jahier
errShare
errSave
Reducing the Energy Consumption of sEMG-Based Gesture Recognition at the Edge Using Transformers and Dynamic Inference
errSENSORS
IF3.5
err2023-02-12
err0
errOAAI
errXie, Chen; Burrello, Alessio; Daghero, Francesco; Benini, Luca; Calimera, Andrea; Macii, Enrico; Poncino, Massimo; Jahier Pagliari, Daniele
errShare
errSave
A Framework for Economic and Environmental Benefit Through Renewable Energy Community
errieee open journal of circuits and systems
IF4.4
err2023-01-01
err4
PREAI
errOrlando, Matteo; Bottaccioli, Lorenzo; Quer, Stefano; Poncino, Massimo; Vinco, Sara; Patti, Edoardo
errShare
errSave
Low-Overhead Early-Stopping Policies for Efficient Random Forests Inference on Microcontrollers
errVLSI-SOC: TECHNOLOGY ADVANCEMENT ON SOC DESIGN (VLSI-SOC 2021)
IF0
err2022-09-22
err0
PREAI
errDaghero, Francesco; Burrello, Alessio; Xie, Chen; Benini, Luca; Calimera, Andrea; Macii, Enrico; Poncino, Massimo; Pagliari, Daniele Jahier
errShare
errSave
Traffic Load Estimation from Structural Health Monitoring sensors using supervised learning
errSUSTAINABLE COMPUTING-INFORMATICS & SYSTEMS
IF5.7
err2022-09-01
err0
PREAI
errBurrello, Alessio; Zara, Giovanni; Benini, Luca; Brunelli, Davide; Macii, Enrico; Poncino, Massimo; Pagliari, Daniele Jahier
errShare
errSave
Human Activity Recognition on Microcontrollers with Quantized and Adaptive Deep Neural Networks
errACM TRANSACTIONS ON EMBEDDED COMPUTING SYSTEMS
IF2.6
err2022-08-23
err15
errOAAI
errDaghero, Francesco; Burrello, Alessio; Xie, Chen; Castellano, Marco; Gandolfi, Luca; Calimera, Andrea; Macii, Enrico; Poncino, Massimo; Pagliari, Daniele Jahier
errShare
errSave
A Machine Learning-based Digital Twin for Electric Vehicle Battery Modeling
err2022 IEEE INTERNATIONAL CONFERENCE ON OMNI-LAYER INTELLIGENT SYSTEMS (IEEE COINS 2022)
IF0
err2022-08-01
err6
errOAAI
errAlamin, Khaled Sidahmed Sidahmed; Chen, Yukai; Macii, Enrico; Poncino, Massimo; Vinco, Sara
errShare
errSave
A Smart Meter Infrastructure for Smart Grid IoT Applications
errIEEE INTERNET OF THINGS JOURNAL
IF8.9
err2022-07-15
err58
errOAAI
errOrlando, Matteo; Estebsari, Abouzar; Pons, Enrico; Pau, Marco; Quer, Stefano; Poncino, Massimo; Bottaccioli, Lorenzo; Patti, Edoardo
errShare
errSave
Two-stage Human Activity Recognition on Microcontrollers with Decision Trees and CNNs
errprime:
IF0
err2022-06-12
err13
errOAAI
errDaghero, Francesco; Pagliari, Daniele Jahier; Poncino, Massimo
errShare
errSave
Lightweight Neural Architecture Search for Temporal Convolutional Networks at the Edge
errIEEE TRANSACTIONS ON COMPUTERS
IF3.8
err2022-01-01
err20
errOAAI
errRisso, Matteo; Burrello, Alessio; Conti, Francesco; Lamberti, Lorenzo; Chen, Yukai; Benini, Luca; Macii, Enrico; Poncino, Massimo; Pagliari, Daniele Jahier
errShare
errSave
Digital Transformation of a Production Line: Network Design, Online Data Collection and Energy Monitoring
errIEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTING
IF5.4
err2022-01-01
err24
PREAI
errDalla'Ora, Nicola; Alamin, Khaled; Fraccaroli, Enrico; Poncino, Massimo; Quaglia, Davide; Vinco, Sara
errShare
errSave
Q-PPG: Energy-Efficient PPG-Based Heart Rate Monitoring on Wearable Devices
errieee transactions on circuits and systems i regular papers
IF4.9
err2021-12-01
err27
errOAAI
errBurrello, Alessio; Pagliari, Daniele Jahier; Risso, Matteo; Benatti, Simone; Macii, Enrico; Benini, Luca; Poncino, Massimo
errShare
errSave

Research Directions

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Co-authors
Cooperation Journals
L
Luca Benini
H-index: 107 · Papers: 2.3K
G
Giovanni De Micheli
H-index: 86 · Papers: 1.1K
O
Olga Goloubeva
H-index: 52 · Papers: 332
D
Davide Brunelli
H-index: 51 · Papers: 385
E
Enrico Macii
H-index: 48 · Papers: 835
View more