BRUNELLI, DAVIDE
BRUNELLI, DAVIDE
CENTRO RICERCA SISTEMI ELETTRONICI INGEGN.INF. E TELECOM."ERCOLE DE CASTRO"
Collaboratori
Parallel Execution of the Viola-Jones Algorithm on MCUs for Low-Cost Automated Pest Detection
2023 Rusci, Manuele; Bompani, Luca; Baldoni, Olmo; Montanari, Carlo; Brunelli, Davide; Benini, Luca
Speeding up System Identification Algorithms on a Parallel RISC-V MCU for Fast Near-Sensor Vibration Diagnostic
2023 Moallemi, A; Gaspari, R; Zonzini, F; De Marchi, L; Brunelli, D; Benini, L
UNSUPERVISED VEHICLE CLASSIFICATION USING A STRUCTURAL HEALTH MONITORING SYSTEM
2023 MOALLEMI, AMIRHOSSEIN; ZANATTA, LUCA; BURRELLO, ALESSIO; SALVARO, MATTIA; LONGO, MONICA; DARO, PAOLA; BARCHI, FRANCESCO; BRUNELLI, DAVIDE; BENINI, LUCA; ACQUAVIVA, ANDREA
Adversarially-Trained Tiny Autoencoders for Near-Sensor Continuous Structural Health Monitoring
2022 Burrello, A; Sintoni, G; Brunelli, D; Benini, L
Exploring Scalable, Distributed Real-Time Anomaly Detection for Bridge Health Monitoring
2022 Amirhossein Moallemi; Alessio Burrello; Davide Brunelli; Luca Benini
Time and Frequency Domain Assessment of Low-Power MEMS Accelerometers for Structural Health Monitoring
2022 Parisi, E; Moallemi, A; Barchi, F; Bartolini, A; Brunelli, D; Buratti, N; Acquaviva, A
Traffic Load Estimation from Structural Health Monitoring sensors using supervised learning
2022 Alessio Burrello; Giovanni Zara; Luca Benini; Davide Brunelli; Enrico Macii; Massimo Poncino; Daniele Jahier Pagliari
Trimming Feature Extraction and Inference for MCU-based Edge NILM: a Systematic Approach
2022 Tabanelli, E.; Brunelli, D.; Acquaviva, A.; Benini, L.
Cluster-based Vibration Analysis of Structures with GSP
2021 Federica Zonzini; Alberto Girolami; Luca De Marchi; Alessandro Marzani; Davide Brunelli
Damage detection in structural health monitoring with spiking neural networks
2021 Zanatta L.; Barchi F.; Burrello A.; Bartolini A.; Brunelli D.; Acquaviva A.
Embedded Streaming Principal Components Analysis for Network Load Reduction in Structural Health Monitoring
2021 Burrello, Alessio; Marchioni, Alex; Brunelli, Davide; Benatti, Simone; Mangia, Mauro; Benini, Luca
Spiking neural network-based near-sensor computing for damage detection in structural health monitoring
2021 Barchi F.; Zanatta L.; Parisi E.; Burrello A.; Brunelli D.; Bartolini A.; Acquaviva A.
A Feature Reduction Strategy for Enabling Lightweight Non-Intrusive Load Monitoring on Edge Devices
2020 Tabanelli E.; Brunelli D.; Benini L.
A Graph Signal Processing Technique for Vibration Analysis with Clustered Sensor Networks
2020 Federica Zonzini; Alberto GIrolami; Davide Brunelli; Nicola Testoni; Alessandro Marzani; Luca De Marchi
An Energy Optimized JPEG Encoder for Parallel Ultra-Low-Power Processing-Platforms
2020 Polonelli T.; Battistini D.; Rusci M.; Brunelli D.; Benini L.
Enhancing structural health monitoring with vehicle identification and tracking
2020 Burrello A.; Brunelli D.; Malavisi M.; Benini L.
Ultra-low energy pest detection for smart agriculture
2020 Brunelli D.; Polonelli T.; Benini L.
A LoRaWAN wireless sensor network for data center temperature monitoring
2019 Polonelli T.; Brunelli D.; Bartolini A.; Benini L.
A multi-protocol system for configurable data streaming on IoT healthcare devices
2019 Polonelli T.; Brunelli D.; Girolami A.; Demmi G.N.; Benini L.
An interoperable tool-chain for energy monitoring applications
2019 Davide Brunelli, Tullio Salmon Cinotti, Hugo Woehrl, Cristiano Aguzzi, Federico Montori, Luca Benini
| Titolo | Autore(i) | Anno | Periodico | Editore | Tipo | File |
|---|---|---|---|---|---|---|
| Parallel Execution of the Viola-Jones Algorithm on MCUs for Low-Cost Automated Pest Detection | Rusci, Manuele; Bompani, Luca; Baldoni, Olmo; Montanari, Carlo; Brunelli, Davide; Benini, Luca | 2023-01-01 | - | - | 4.01 Contributo in Atti di convegno | rusci execution of the viola jones algorithm post print .pdf |
| Speeding up System Identification Algorithms on a Parallel RISC-V MCU for Fast Near-Sensor Vibration Diagnostic | Moallemi, A; Gaspari, R; Zonzini, F; De Marchi, L; Brunelli, D; Benini, L | 2023-01-01 | IEEE SENSORS LETTERS | - | 1.01 Articolo in rivista | speeding up system post print.pdf |
| UNSUPERVISED VEHICLE CLASSIFICATION USING A STRUCTURAL HEALTH MONITORING SYSTEM | MOALLEMI, AMIRHOSSEIN; ZANATTA, LUCA; BURRELLO, ALESSIO; SALVARO, MATTIA; LONGO, MONICA; DARO, PA...OLA; BARCHI, FRANCESCO; BRUNELLI, DAVIDE; BENINI, LUCA; ACQUAVIVA, ANDREA | 2023-01-01 | - | - | 4.01 Contributo in Atti di convegno | - |
| Adversarially-Trained Tiny Autoencoders for Near-Sensor Continuous Structural Health Monitoring | Burrello, A; Sintoni, G; Brunelli, D; Benini, L | 2022-01-01 | - | IEEE | 4.01 Contributo in Atti di convegno | adversarially trained post print.pdf |
| Exploring Scalable, Distributed Real-Time Anomaly Detection for Bridge Health Monitoring | Amirhossein Moallemi; Alessio Burrello; Davide Brunelli; Luca Benini | 2022-01-01 | IEEE INTERNET OF THINGS JOURNAL | - | 1.01 Articolo in rivista | exploring scalable post print.pdf |
| Time and Frequency Domain Assessment of Low-Power MEMS Accelerometers for Structural Health Monitoring | Parisi, E; Moallemi, A; Barchi, F; Bartolini, A; Brunelli, D; Buratti, N; Acquaviva, A | 2022-01-01 | - | IEEE | 4.01 Contributo in Atti di convegno | 2022_MetroInd.pdf |
| Traffic Load Estimation from Structural Health Monitoring sensors using supervised learning | Alessio Burrello; Giovanni Zara; Luca Benini; Davide Brunelli; Enrico Macii; Massimo Poncino; Dan...iele Jahier Pagliari | 2022-01-01 | SUSTAINABLE COMPUTING | - | 1.01 Articolo in rivista | - |
| Trimming Feature Extraction and Inference for MCU-based Edge NILM: a Systematic Approach | Tabanelli, E.; Brunelli, D.; Acquaviva, A.; Benini, L. | 2022-01-01 | IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS | - | 1.01 Articolo in rivista | trimming feature extraction post print.pdf |
| Cluster-based Vibration Analysis of Structures with GSP | Federica Zonzini; Alberto Girolami; Luca De Marchi; Alessandro Marzani; Davide Brunelli | 2021-01-01 | IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS | - | 1.01 Articolo in rivista | TIE_GraphFront_postprint.pdf |
| Damage detection in structural health monitoring with spiking neural networks | Zanatta L.; Barchi F.; Burrello A.; Bartolini A.; Brunelli D.; Acquaviva A. | 2021-01-01 | - | Institute of Electrical and Electronics Engineers Inc. | 4.01 Contributo in Atti di convegno | - |
| Embedded Streaming Principal Components Analysis for Network Load Reduction in Structural Health Monitoring | Burrello, Alessio; Marchioni, Alex; Brunelli, Davide; Benatti, Simone; Mangia, Mauro; Benini, Luca | 2021-01-01 | IEEE INTERNET OF THINGS JOURNAL | - | 1.01 Articolo in rivista | iotmerged.pdf |
| Spiking neural network-based near-sensor computing for damage detection in structural health monitoring | Barchi F.; Zanatta L.; Parisi E.; Burrello A.; Brunelli D.; Bartolini A.; Acquaviva A. | 2021-01-01 | FUTURE INTERNET | - | 1.01 Articolo in rivista | 2021_spiking_neural_network.pdf |
| A Feature Reduction Strategy for Enabling Lightweight Non-Intrusive Load Monitoring on Edge Devices | Tabanelli E.; Brunelli D.; Benini L. | 2020-01-01 | - | Institute of Electrical and Electronics Engineers Inc. | 4.01 Contributo in Atti di convegno | - |
| A Graph Signal Processing Technique for Vibration Analysis with Clustered Sensor Networks | Federica Zonzini; Alberto GIrolami; Davide Brunelli; Nicola Testoni; Alessandro Marzani; Luca De ...Marchi | 2020-01-01 | - | Springer Nature | 4.01 Contributo in Atti di convegno | ApplePies19_Graph.pdf; A Graph Signal_aam.pdf |
| An Energy Optimized JPEG Encoder for Parallel Ultra-Low-Power Processing-Platforms | Polonelli T.; Battistini D.; Rusci M.; Brunelli D.; Benini L. | 2020-01-01 | - | Springer | 4.01 Contributo in Atti di convegno | - |
| Enhancing structural health monitoring with vehicle identification and tracking | Burrello A.; Brunelli D.; Malavisi M.; Benini L. | 2020-01-01 | - | Institute of Electrical and Electronics Engineers Inc. | 4.01 Contributo in Atti di convegno | Enhancing Structural Health.pdf; Enhancing Structural Health_Postprint.pdf |
| Ultra-low energy pest detection for smart agriculture | Brunelli D.; Polonelli T.; Benini L. | 2020-01-01 | - | Institute of Electrical and Electronics Engineers Inc. | 4.01 Contributo in Atti di convegno | ultra low energy post print.pdf |
| A LoRaWAN wireless sensor network for data center temperature monitoring | Polonelli T.; Brunelli D.; Bartolini A.; Benini L. | 2019-01-01 | - | Springer Verlag | 4.01 Contributo in Atti di convegno | - |
| A multi-protocol system for configurable data streaming on IoT healthcare devices | Polonelli T.; Brunelli D.; Girolami A.; Demmi G.N.; Benini L. | 2019-01-01 | - | Institute of Electrical and Electronics Engineers Inc. | 4.01 Contributo in Atti di convegno | - |
| An interoperable tool-chain for energy monitoring applications | Davide Brunelli, Tullio Salmon Cinotti, Hugo Woehrl, Cristiano Aguzzi, Federico Montori, Luca Benini | 2019-01-01 | - | - | 4.01 Contributo in Atti di convegno | 2019-AEIT.NILM.Hugo.postprint.pdf |