Simone Machetti

About
Privacy
Disclaimer

Graph Chatbot

Related publications (4)

ACE: Automated optimization towards iterative Classification in Edge health monitors

David Atienza Alonso, Giovanni Ansaloni, Lara Orlandic, Simone Machetti

Wearable devices for health monitoring are essential for tracking individuals' health status and facilitating early detection of diseases. However, processing biomedical signals online for real-time monitoring is challenging due to limited computational re ...

Institute of Electrical and Electronics Engineers (IEEE)2024

X-HEEP: An Open-Source, Configurable and Extendible RISC-V Microcontroller

Ruben Rodriguez, David Atienza Alonso, Benoît Walter Denkinger, Thomas Christoph Müller, Miguel Peon Quiros, Saverio Nasturzio, Simone Machetti, Pasquale Davide Schiavone, José Angel Miranda Calero, Rubén Rodríguez Álvarez

In this work, we present eXtendible Heterogeneous Energy-Efficient Platform (X-HEEP), a configurable and extendible single-core RISC-V-based ultra-low-power microcontroller. X-HEEP can be used standalone as a low-cost microcontroller, or it can be integrat ...

New York2023

A hardware/software co-design vision for deep learning at the edge

David Atienza Alonso, Benoît Walter Denkinger, Giovanni Ansaloni, Miguel Peon Quiros, Alexandre Sébastien Julien Levisse, Flavio Ponzina, Marco Antonio Rios, Simone Machetti

The growing popularity of edgeAI requires novel solutions to support the deployment of compute-intense algorithms in embedded devices. In this article, we advocate for a holistic approach, where application-level transformations are jointly conceived with ...

2022

Modular Design and Optimization of Biomedical Applications for Ultra-Low Power Heterogeneous Platforms

David Atienza Alonso, Luca Benini, Benoît Walter Denkinger, Elisabetta De Giovanni, Miguel Peon Quiros, Fabio Montagna, Simone Machetti

In the last years, remote health monitoring is becoming an essential branch of health care with the rapid development of wearable sensors technology. To meet the demand of new more complex applications and ensuring adequate battery lifetime, wearable senso ...

2020

Page 1 of 1