A Battery-Free Long-Range Wireless Smart Camera for Face Detection. - Marco Giordano; Philipp Mayer; Michele Magno (ENSsys@SenSys, 2020)

A Battery-Free Long-Range Wireless Smart Camera for Face Recognition. - Marco Giordano; Michele Magno (SenSys, 2021)

Survey and Comparison of Milliwatts Micro controllers for Tiny Machine Learning at the Edge. - Marco Giordano; Luigi Piccinelli; Michele Magno (AICAS, 2022)

Real-Time Low Power Audio Distortion Circuit Modeling: a TinyML Deep Learning Approach. - Davide Plozza; Marco Giordano; Michele Magno (AICAS, 2022)

Survey, Analysis and Comparison of Radar Technologies for Embedded Vital Sign Monitoring. - Marco Giordano; Gamze Islamoglu; Viviane Potocnik; Christian Vogt 002; Michele Magno (EMBC, 2022)

Design and Performance Evaluation of an Ultralow-Power Smart IoT Device With Embedded TinyML for Asset Activity Monitoring. - Marco Giordano; Nicolas Baumann; Michele Crabolu; Raphael Fischer 002; Giovanni Bellusci; Michele Magno (IEEE Trans. Instrum. Meas., 2022)

TinyissimoYOLO: A Quantized, Low-Memory Footprint, TinyML Object Detection Network for Low Power Microcontrollers. - Julian Moosmann; Marco Giordano; Christian Vogt 002; Michele Magno (AICAS, 2023)

KP2Dtiny: Quantized Neural Keypoint Detection and Description on the Edge. - Thomas Rüegg; Marco Giordano; Michele Magno (AICAS, 2023)

Towards a Novel Ultrasound System Based on Low-Frequency Feature Extraction From a Fully-Printed Flexible Transducer. - Marco Giordano; Kirill Keller; Francesco Greco; Luca Benini; Michele Magno; Christoph Leitner (BioCAS, 2023)

Energy-Aware Adaptive Sampling for Self-Sustainability in Resource-Constrained IoT Devices. - Marco Giordano; Silvano Cortesi; Prodromos-Vasileios Mekikis; Michele Crabolu; Giovanni Bellusci; Michele Magno (ENSsys@SenSys, 2023)

Low-cost Smart Raven Deterrent System with Tiny Machine Learning for Smart Agriculture. - Seonyeong Heo; Nicolas Baumann; Carla Margelisch; Marco Giordano; Michele Magno (I2MTC, 2023)

On the perception of urgency in audition: sound design of an early warning alarm. - Marco Giordano; Claudia Rinaldi; Carlo Centofanti; Andrea Marotta (IS2, 2023)

Towards Robust Velocity and Position Estimation of Opponents for Autonomous Racing Using Low-Power Radar. - Andrea Ronco; Nicolas Baumann; Marco Giordano; Michele Magno (IWASI, 2023)

Towards Model Development for Sensor-Based Activity Recognition at the Construction Site. - Carla Tettamanti; Marco Giordano; Julia Altheimer; Lukas Linhart; Michele Magno (IWASI, 2023)

Optimizing IoT-Based Asset and Utilization Tracking: Efficient Activity Classification with MINIROCKET on Resource-Constrained Devices. - Marco Giordano; Silvano Cortesi; Michele Crabolu; Lavinia Pedrollo; Giovanni Bellusci; Tommaso Bendinelli; Engin Türetken; L. Andrea Dunbar; Michele Magno (WF-IoT, 2023)

A Non-Linear Body Machine Interface for Controlling Assistive Robotic Arms. - Fabio Rizzoglio; Marco Giordano; Ferdinando A. Mussa-Ivaldi; Maura Casadio (IEEE Trans. Biomed. Eng., 2023)

Transformer Fusion with Optimal Transport. - Moritz Imfeld; Jacopo Graldi; Marco Giordano; Thomas Hofmann 001; Sotiris Anagnostidis; Sidak Pal Singh (ICLR, 2024)

i-CardiAx: Wearable IoT-Driven System for Early Sepsis Detection Through Long-Term Vital Sign Monitoring. - Kanika S. Dheman; Marco Giordano; Cyriac Thomas; Philipp Schilk; Michele Magno (IoTDI, 2024)

The OCON Model: An Old but Green Solution for Distributable Supervised Classification for Acoustic Monitoring in Smart Cities. - Stefano Giacomelli; Marco Giordano; Claudia Rinaldi (IS2, 2024)

The OCON model: an old but gold solution for distributable supervised classification. - Stefano Giacomelli; Marco Giordano; Claudia Rinaldi (ISCC, 2024)

SepAl: Sepsis Alerts On Low Power Wearables With Digital Biomarkers and On-Device Tiny Machine Learning. - Marco Giordano; Kanika S. Dheman; Michele Magno (CoRR, 2024)

Nano VS: a Neural Perception Layer for Fully Onboard Visual Semantic Mapping on Tiny Robots. - Thomas Rüegg; Marco Giordano; Tommaso Polonelli; Luca Benini; Michele Magno (IJCNN, 2025)

Sub-Millisecond Event-Based Eye Tracking on a Resource-Constrained Microcontroller. - Marco Giordano; Pietro Bonazzi; Luca Benini; Michele Magno (IWASI, 2025)

A Survey on Spoken Italian Datasets and Corpora. - Marco Giordano; Claudia Rinaldi (IEEE Access, 2025)

From Large-scale Audio Tagging to Real-Time Explainable Emergency Vehicle Sirens Detection. - Stefano Giacomelli; Marco Giordano; Claudia Rinaldi; Fabio Graziosi (CoRR, 2025)

Real-Time Emergency Vehicle Siren Detection with Efficient CNNs on Embedded Hardware. - Marco Giordano; Stefano Giacomelli; Claudia Rinaldi; Fabio Graziosi (CoRR, 2025)

PuLsE: Accurate and Robust Ultrasound-Based Continuous Heart-Rate Monitoring on a Wrist-Worn IoT Device. - Marco Giordano; Christoph Leitner; Christian Vogt 002; Luca Benini; Michele Magno (IEEE Internet Things J., 2025)