FARELLA, ELISABETTA
FARELLA, ELISABETTA
Collaboratori
E. FARELLA; FARELLA; FARELLA E.; Elisabetta Farella
Large-scale structural controls on hot spring mineral deposits of geothermal systems (Mt. Amiata, Italy) highlighted by machine learning algorithms?
2023 Garofalo P. S.; Capitanio L.; Remondino F.; Farella E.; Rigon S.; Callegari I.; Rappuoli D.
Poster: Evaluating RFID for Automatic Checkout in Smart Retail
2022 Elia Leoni, Amy L. Murphy, Elisabetta Farella
Sub-mW Keyword Spotting on an MCU: Analog Binary Feature Extraction and Binary Neural Networks
2022 Gianmarco Cerutti; Lukas Cavigelli; Renzo Andri; Michele Magno; Elisabetta Farella; Luca Benini
Compact Recurrent Neural Networks for Acoustic Event Detection on Low-Energy Low-Complexity Platforms
2020 Cerutti G.; Prasad R.; Brutti A.; Farella E.
Sound event detection with binary neural networks on tightly power-constrained IoT devices
2020 Cerutti G.; Andri R.; Cavigelli L.; Farella E.; Magno M.; Benini L.
Convolutional Neural Network on Embedded Platform for People Presence Detection in Low Resolution Thermal Images
2019 Cerutti G.; Prasad R.; Farella E.
Neural network distillation on IoT platforms for sound event detection
2019 Cerutti G.; Prasad R.; Brutti A.; Farella E.
People/Car Classification using an Ultra-Low-Power Smart Vision Sensor
2019 Paissan F.; Cerutti G.; Gottardi M.; Farella E.
Always-ON visual node with a hardware-software event-based binarized neural network inference engine
2018 Rusci, Manuele; Rossi, Davide; Flamand, Eric; Gottardi, Massimo; Farella, Elisabetta; Benini, Luca
Bluetooth-based Indoor Positioning through ToF and RSSI Data Fusion
2018 Giovanelli Davide; Farella Elisabetta; Fontanelli Daniele; Macii David
Exploring Arm Posture and Temporal Variability in Myoelectric Hand Gesture Recognition
2018 Milosevic, Bojan; Farella, Elisabetta; Benatti, Simone
Outdoor People Detection in Low Resolution Thermal Images
2018 Cerutti G.; Milosevic B.; Farella E.
RSSI or Time-of-flight for Bluetooth Low Energy based localization? An experimental evaluation
2018 Giovanelli Davide; Farella Elisabetta
A machine learning approach for automated wide-range frequency tagging analysis in embedded neuromonitoring systems
2017 Montagna, Fabio; Buiatti, Marco; Benatti, Simone; Rossi, Davide; Farella, Elisabetta; Benini, Luca
A prosthetic hand body area controller based on efficient pattern recognition control strategies
2017 Benatti, Simone; Milosevic, Bojan; Farella, Elisabetta; Gruppioni, Emanuele; Benini, Luca
A sub-10mW real-Time implementation for EMG hand gesture recognition based on a multi-core biomedical SoC
2017 Benatti, Simone; Rovere, Giovanni; Bosser, Jonathan; Montagna, Fabio; Farella, Elisabetta; Glaser, Florian; Schonle, Philipp; Burger, Thomas; Fateh, Schekeb; Huang, Qiuting; Benini, Luca
A Sub-mW IoT-Endnode for Always-On Visual Monitoring and Smart Triggering
2017 Rusci, Manuele; Rossi, Davide; Farella, Elisabetta; Benini, Luca
Design challenges for wearable EMG applications
2017 Milosevic, Bojan; Benatti, Simone; Farella, Elisabetta
Enhancing Bluetooth Low Energy with wake-up radios for IoT applications
2017 Giovanelli, D.; Milosevic, B.; Brunelli, D.; Farella, E.
Technologies for a Thing-Centric Internet of Things
2017 Farella, Elisabetta; Rusci, Manuele; Milosevic, Bojan; Murphy, Amy Lynn
| Titolo | Autore(i) | Anno | Periodico | Editore | Tipo | File |
|---|---|---|---|---|---|---|
| Large-scale structural controls on hot spring mineral deposits of geothermal systems (Mt. Amiata, Italy) highlighted by machine learning algorithms? | Garofalo P. S.; Capitanio L.; Remondino F.; Farella E.; Rigon S.; Callegari I.; Rappuoli D. | 2023-01-01 | - | - | 4.01 Contributo in Atti di convegno | - |
| Poster: Evaluating RFID for Automatic Checkout in Smart Retail | Elia Leoni, Amy L. Murphy, Elisabetta Farella | 2022-01-01 | - | - | 4.03 Poster | - |
| Sub-mW Keyword Spotting on an MCU: Analog Binary Feature Extraction and Binary Neural Networks | Gianmarco Cerutti; Lukas Cavigelli; Renzo Andri; Michele Magno; Elisabetta Farella; Luca Benini | 2022-01-01 | IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS. I, REGULAR PAPERS | - | 1.01 Articolo in rivista | - |
| Compact Recurrent Neural Networks for Acoustic Event Detection on Low-Energy Low-Complexity Platforms | Cerutti G.; Prasad R.; Brutti A.; Farella E. | 2020-01-01 | IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING | - | 1.01 Articolo in rivista | - |
| Sound event detection with binary neural networks on tightly power-constrained IoT devices | Cerutti G.; Andri R.; Cavigelli L.; Farella E.; Magno M.; Benini L. | 2020-01-01 | - | Association for Computing Machinery | 4.01 Contributo in Atti di convegno | - |
| Convolutional Neural Network on Embedded Platform for People Presence Detection in Low Resolution Thermal Images | Cerutti G.; Prasad R.; Farella E. | 2019-01-01 | - | Institute of Electrical and Electronics Engineers Inc. | 4.01 Contributo in Atti di convegno | - |
| Neural network distillation on IoT platforms for sound event detection | Cerutti G.; Prasad R.; Brutti A.; Farella E. | 2019-01-01 | - | International Speech Communication Association | 4.01 Contributo in Atti di convegno | - |
| People/Car Classification using an Ultra-Low-Power Smart Vision Sensor | Paissan F.; Cerutti G.; Gottardi M.; Farella E. | 2019-01-01 | - | Institute of Electrical and Electronics Engineers Inc. | 4.01 Contributo in Atti di convegno | - |
| Always-ON visual node with a hardware-software event-based binarized neural network inference engine | Rusci, Manuele; Rossi, Davide; Flamand, Eric; Gottardi, Massimo; Farella, Elisabetta; Benini, Luca | 2018-01-01 | - | Association for Computing Machinery, Inc | 4.01 Contributo in Atti di convegno | Always-ON Visual node.pdf |
| Bluetooth-based Indoor Positioning through ToF and RSSI Data Fusion | Giovanelli Davide; Farella Elisabetta; Fontanelli Daniele; Macii David | 2018-01-01 | - | - | 4.01 Contributo in Atti di convegno | - |
| Exploring Arm Posture and Temporal Variability in Myoelectric Hand Gesture Recognition | Milosevic, Bojan; Farella, Elisabetta; Benatti, Simone | 2018-01-01 | - | IEEE Computer Society | 4.01 Contributo in Atti di convegno | Download File.pdf |
| Outdoor People Detection in Low Resolution Thermal Images | Cerutti G.; Milosevic B.; Farella E. | 2018-01-01 | - | Institute of Electrical and Electronics Engineers Inc. | 4.01 Contributo in Atti di convegno | - |
| RSSI or Time-of-flight for Bluetooth Low Energy based localization? An experimental evaluation | Giovanelli Davide; Farella Elisabetta | 2018-01-01 | - | - | 4.01 Contributo in Atti di convegno | - |
| A machine learning approach for automated wide-range frequency tagging analysis in embedded neuromonitoring systems | Montagna, Fabio; Buiatti, Marco; Benatti, Simone; Rossi, Davide; Farella, Elisabetta; Benini, Luca | 2017-01-01 | METHODS | - | 1.01 Articolo in rivista | Methods2107.pdf |
| A prosthetic hand body area controller based on efficient pattern recognition control strategies | Benatti, Simone; Milosevic, Bojan; Farella, Elisabetta; Gruppioni, Emanuele; Benini, Luca | 2017-01-01 | SENSORS | - | 1.01 Articolo in rivista | sensors-17-00869-v2.pdf |
| A sub-10mW real-Time implementation for EMG hand gesture recognition based on a multi-core biomedical SoC | Benatti, Simone; Rovere, Giovanni; Bosser, Jonathan; Montagna, Fabio; Farella, Elisabetta; Glaser..., Florian; Schonle, Philipp; Burger, Thomas; Fateh, Schekeb; Huang, Qiuting; Benini, Luca | 2017-01-01 | - | Institute of Electrical and Electronics Engineers Inc. | 4.01 Contributo in Atti di convegno | IWASI2107.pdf |
| A Sub-mW IoT-Endnode for Always-On Visual Monitoring and Smart Triggering | Rusci, Manuele; Rossi, Davide; Farella, Elisabetta; Benini, Luca | 2017-01-01 | IEEE INTERNET OF THINGS JOURNAL | - | 1.01 Articolo in rivista | - |
| Design challenges for wearable EMG applications | Milosevic, Bojan; Benatti, Simone; Farella, Elisabetta | 2017-01-01 | - | Institute of Electrical and Electronics Engineers Inc. | 4.01 Contributo in Atti di convegno | - |
| Enhancing Bluetooth Low Energy with wake-up radios for IoT applications | Giovanelli, D.; Milosevic, B.; Brunelli, D.; Farella, E. | 2017-01-01 | - | Institute of Electrical and Electronics Engineers Inc. | 4.01 Contributo in Atti di convegno | - |
| Technologies for a Thing-Centric Internet of Things | Farella, Elisabetta; Rusci, Manuele; Milosevic, Bojan; Murphy, Amy Lynn | 2017-01-01 | - | - | 4.01 Contributo in Atti di convegno | - |