Fabio Montagna

According to our database, Fabio Montagna authored at least 15 papers between 2016 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Analysis of the evolution of COVID-19 disease understanding through temporal knowledge graphs.

Alessandro Negro, Fabio Montagna, Michael N. Teng, Tempestt J. Neal, Sylvia Thomas, Sayde King, Ridita Khan

Frontiers Res. Metrics Anal., April, 2023

2022

A Low-Power Transprecision Floating-Point Cluster for Efficient Near-Sensor Data Analytics.

Fabio Montagna, Stefan Mach, Simone Benatti, Angelo Garofalo, Gianmarco Ottavi, Luca Benini, Davide Rossi, Giuseppe Tagliavini

IEEE Trans. Parallel Distributed Syst., 2022

2021

Streamlining the OpenMP Programming Model on Ultra-Low-Power Multi-core MCUs.

Fabio Montagna, Giuseppe Tagliavini, Davide Rossi, Angelo Garofalo, Luca Benini

Proceedings of the Architecture of Computing Systems - 34th International Conference, 2021

2020

Optimized Biosignals Processing Algorithms for New Designs of Human Machine Interfaces on Parallel Ultra-Low Power Architectures.

Fabio Montagna

PhD thesis, 2020

Modular Design and Optimization of Biomedical Applications for Ultralow Power Heterogeneous Platforms.

Elisabetta De Giovanni, Fabio Montagna, Benoît W. Denkinger, Simone Machetti, Miguel Peón-Quirós, Simone Benatti, Davide Rossi, Luca Benini, David Atienza

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2020

A transprecision floating-point cluster for efficient near-sensor data analytics.

Fabio Montagna, Stefan Mach, Simone Benatti, Angelo Garofalo, Gianmarco Ottavi, Luca Benini, Davide Rossi, Giuseppe Tagliavini

CoRR, 2020

Scalable and energy efficient seizure detection based on direct use of compressively-sensed EEG data on an ultra low power multi-core architecture.

Roghayeh Aghazadeh, Javad Frounchi, Fabio Montagna, Simone Benatti

Comput. Biol. Medicine, 2020

An Event-Based System for Low-Power ECG QRS Complex Detection.

Silvio Zanoli, Tomás Teijeiro, Fabio Montagna, David Atienza

Proceedings of the 2020 Design, Automation & Test in Europe Conference & Exhibition, 2020

2019

Online Learning and Classification of EMG-Based Gestures on a Parallel Ultra-Low Power Platform Using Hyperdimensional Computing.

Simone Benatti, Fabio Montagna, Victor Javier Kartsch, Abbas Rahimi, Davide Rossi, Luca Benini

IEEE Trans. Biomed. Circuits Syst., 2019

An Energy-Efficient IoT node for HMI applications based on an ultra-low power Multicore Processor.

Victor Javier Kartsch, Marco Guermandi, Simone Benatti, Fabio Montagna, Luca Benini

Proceedings of the IEEE Sensors Applications Symposium, 2019

Ultra Low-Power Drowsiness Detection System with BioWolf.

Victor Javier Kartsch, Simone Benatti, Marco Guermandi, Fabio Montagna, Luca Benini

Proceedings of the 2019 9th International IEEE/EMBS Conference on Neural Engineering (NER), 2019

2018

Compressed Sensing Based Seizure Detection for an Ultra Low Power Multi-core Architecture.

Roghayeh Aghazadeh, Fabio Montagna, Simone Benatti, Davide Rossi, Javad Frounchi

Proceedings of the 2018 International Conference on High Performance Computing & Simulation, 2018

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

Proceedings of the 55th Annual Design Automation Conference, 2018

2017

A sub-10mW real-time implementation for EMG hand gesture recognition based on a multi-core biomedical SoC.

Simone Benatti, Giovanni Rovere, Jonathan Bosser, Fabio Montagna, Elisabetta Farella, Horian Glaser, Philipp Schönle, Thomas Burger, Schekeb Fateh, Qiuting Huang, Luca Benini

Proceedings of the 7th IEEE International Workshop on Advances in Sensors and Interfaces, 2017

2016

Scalable EEG seizure detection on an ultra low power multi-core architecture.

Simone Benatti, Fabio Montagna, Davide Rossi, Luca Benini

Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2016