MONTAGNA, FABIO
MONTAGNA, FABIO
DIPARTIMENTO DI INGEGNERIA DELL'ENERGIA ELETTRICA E DELL'INFORMAZIONE "GUGLIELMO MARCONI"
Assegnisti
A Low-Power Transprecision Floating-Point Cluster for Efficient Near-Sensor Data Analytics
2022 Montagna F.; Mach S.; Benatti S.; Garofalo A.; Ottavi G.; Benini L.; Rossi D.; Tagliavini G.
Streamlining the OpenMP Programming Model on Ultra-Low-Power Multi-core MCUs
2021 Montagna, Fabio; Tagliavini, Giuseppe; Rossi, Davide; Garofalo, Angelo; Benini, Luca
Modular Design and Optimization of Biomedical Applications for UltraLow Power Heterogeneous Platforms
2020 De Giovanni, Elisabetta; Montagna, Fabio; Denkinger, Benoit W.; Machetti, Simone; Peon-Quiros, Miguel; Benatti, Simone; Rossi, Davide; Benini, Luca; Atienza, David
Scalable and energy efficient seizure detection based on direct use of compressively-sensed EEG data on an ultra low power multi-core architecture
2020 Aghazadeh R.; Frounchi J.; Montagna F.; Benatti S.
An Energy-Efficient IoT node for HMI applications based on an ultra-low power Multicore Processor
2019 Kartsch, V.; Guermandi, M.; Benatti, S.; Montagna, F.; Benini, L.
Online Learning and Classification of EMG-Based Gestures on a Parallel Ultra-Low Power Platform Using Hyperdimensional Computing
2019 Benatti S.; Montagna F.; Kartsch V.; Rahimi A.; Rossi D.; Benini L.
Towards Versatile Fast Training for Wearable Interfaces in Prosthetics
2019 Benatti, S., Montagna, F., Kartsch, V., Rahimi, A., Benini, L.
Ultra Low-Power Drowsiness Detection System with BioWolf
2019 Kartsch V.; Benatti S.; Guermandi M.; Montagna F.; Benini L.
Compressed sensing based seizure detection for an ultra low power multi-core architecture
2018 Aghazadeh, Roghayeh; Montagna, Fabio; Benatti, Simone; Rossi, Davide; Frounchi, Javad
PULP-HD: Accelerating brain-inspired high-dimensional computing on a parallel ultra-low power platform
2018 Fabio Montagna, Abbas Rahimi, Simone Benatti, Davide Rossi, Luca Benini
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 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
Flexible, scalable and energy efficient bio-signals processing on the PULP platform: A case study on seizure detection
2017 Montagna, Fabio; Benatti, Simone; Rossi, Davide
Scalable EEG seizure detection on an ultra low power multi-core architecture
2016 Benatti, S.; Montagna, F.; Rossi, D.; Benini, L.
| Titolo | Autore(i) | Anno | Periodico | Editore | Tipo | File |
|---|---|---|---|---|---|---|
| A Low-Power Transprecision Floating-Point Cluster for Efficient Near-Sensor Data Analytics | Montagna F.; Mach S.; Benatti S.; Garofalo A.; Ottavi G.; Benini L.; Rossi D.; Tagliavini G. | 2022-01-01 | IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS | - | 1.01 Articolo in rivista | Low-Power_Transprecision_Cluster_pp.pdf |
| Streamlining the OpenMP Programming Model on Ultra-Low-Power Multi-core MCUs | Montagna, Fabio; Tagliavini, Giuseppe; Rossi, Davide; Garofalo, Angelo; Benini, Luca | 2021-01-01 | - | Springer | 4.01 Contributo in Atti di convegno | ARCS_2021_OMP_postprint.pdf |
| Modular Design and Optimization of Biomedical Applications for UltraLow Power Heterogeneous Platforms | De Giovanni, Elisabetta; Montagna, Fabio; Denkinger, Benoit W.; Machetti, Simone; Peon-Quiros, Mi...guel; Benatti, Simone; Rossi, Davide; Benini, Luca; Atienza, David | 2020-01-01 | IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS | - | 1.01 Articolo in rivista | tcadnocopy.pdf |
| Scalable and energy efficient seizure detection based on direct use of compressively-sensed EEG data on an ultra low power multi-core architecture | Aghazadeh R.; Frounchi J.; Montagna F.; Benatti S. | 2020-01-01 | COMPUTERS IN BIOLOGY AND MEDICINE | - | 1.01 Articolo in rivista | - |
| An Energy-Efficient IoT node for HMI applications based on an ultra-low power Multicore Processor | Kartsch, V.; Guermandi, M.; Benatti, S.; Montagna, F.; Benini, L. | 2019-01-01 | - | Institute of Electrical and Electronics Engineers Inc. | 4.01 Contributo in Atti di convegno | Kartsch_2019_SAS_postprint.pdf |
| Online Learning and Classification of EMG-Based Gestures on a Parallel Ultra-Low Power Platform Using Hyperdimensional Computing | Benatti S.; Montagna F.; Kartsch V.; Rahimi A.; Rossi D.; Benini L. | 2019-01-01 | IEEE TRANSACTIONS ON BIOMEDICAL CIRCUITS AND SYSTEMS | - | 1.01 Articolo in rivista | PULP_HD.pdf; PULP_HD_EDITORIAL.pdf |
| Towards Versatile Fast Training for Wearable Interfaces in Prosthetics | Benatti, S., Montagna, F., Kartsch, V., Rahimi, A., Benini, L. | 2019-01-01 | - | - | 4.01 Contributo in Atti di convegno | - |
| Ultra Low-Power Drowsiness Detection System with BioWolf | Kartsch V.; Benatti S.; Guermandi M.; Montagna F.; Benini L. | 2019-01-01 | - | IEEE Computer Society | 4.01 Contributo in Atti di convegno | Ner2019.pdf |
| Compressed sensing based seizure detection for an ultra low power multi-core architecture | Aghazadeh, Roghayeh; Montagna, Fabio; Benatti, Simone; Rossi, Davide; Frounchi, Javad | 2018-01-01 | - | Institute of Electrical and Electronics Engineers Inc. | 4.01 Contributo in Atti di convegno | CS.pdf |
| PULP-HD: Accelerating brain-inspired high-dimensional computing on a parallel ultra-low power platform | Fabio Montagna, Abbas Rahimi, Simone Benatti, Davide Rossi, Luca Benini | 2018-01-01 | - | IEEE | 4.01 Contributo in Atti di convegno | DAC_pap.pdf |
| 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 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 |
| Flexible, scalable and energy efficient bio-signals processing on the PULP platform: A case study on seizure detection | Montagna, Fabio; Benatti, Simone; Rossi, Davide | 2017-01-01 | JOURNAL OF LOW POWER ELECTRONICS AND APPLICATIONS | - | 1.01 Articolo in rivista | jlpea-flexible.pdf |
| Scalable EEG seizure detection on an ultra low power multi-core architecture | Benatti, S.; Montagna, F.; Rossi, D.; Benini, L. | 2016-01-01 | - | Institute of Electrical and Electronics Engineers Inc. | 4.01 Contributo in Atti di convegno | - |