Search Results for author: Paolo Meloni

Found 6 papers, 0 papers with code

A Tiny Transformer for Low-Power Arrhythmia Classification on Microcontrollers

no code implementations16 Feb 2024 Paola Busia, Matteo Antonio Scrugli, Victor Jean-Baptiste Jung, Luca Benini, Paolo Meloni

Wearable systems for the continuous and real-time monitoring of cardiovascular diseases are becoming widespread and valuable assets in diagnosis and therapy.

An adaptable cognitive microcontroller node for fitness activity recognition

no code implementations13 Jan 2022 Matteo Antonio Scrugli, Bojan Blažica, Paolo Meloni

In this work, we present a portable and battery-powered microcontroller-based device applicable to a wobble board.

Activity Recognition

An adaptive cognitive sensor node for ECG monitoring in the Internet of Medical Things

no code implementations11 Jun 2021 Matteo Antonio Scrugli, Daniela Loi, Luigi Raffo, Paolo Meloni

Second, novel, increasingly accurate, data analysis algorithms, such as those based on artificial intelligence and Deep Learning, must be exploited.

Edge-computing

Proceedings of the DATE Friday Workshop on System-level Design Methods for Deep Learning on Heterogeneous Architectures (SLOHA 2021)

no code implementations27 Jan 2021 Frank Hannig, Paolo Meloni, Matteo Spallanzani, Matthias Ziegler

This volume contains the papers accepted at the first DATE Friday Workshop on System-level Design Methods for Deep Learning on Heterogeneous Architectures (SLOHA 2021), held virtually on February 5, 2021.

Optimizing Temporal Convolutional Network inference on FPGA-based accelerators

no code implementations7 May 2020 Marco Carreras, Gianfranco Deriu, Luigi Raffo, Luca Benini, Paolo Meloni

Convolutional Neural Networks are extensively used in a wide range of applications, commonly including computer vision tasks like image and video classification, recognition, and segmentation.

Scheduling Time Series Analysis +1

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