Enabling digital technologies for Holistic Health-lifestyle motivational and assisTed supeRvision supported by Artificial Intelligence Networks

Informazioni relative al progetto

H2TRAIN

ID dell’accordo di sovvenzione: 101140052

DOI

10.3030/101140052

Data della firma CE 1 Luglio 2024

Data di avvio 1 Maggio 2024

Data di completamento 30 Aprile 2027

Finanziato da

• Digital, Industry and Space

Costo totale

€ 24 050 477,23

Contributo UE

€ 7 276 633,50

Coordinato da

UNIVERSIDAD DE LAS PALMAS DE GRAN CANARIA
Spain

CORDIS fornisce collegamenti ai risultati finali pubblici e alle pubblicazioni dei progetti ORIZZONTE.

I link ai risultati e alle pubblicazioni dei progetti del 7° PQ, così come i link ad alcuni tipi di risultati specifici come dataset e software, sono recuperati dinamicamente da .OpenAIRE .

Risultati finali

Documents, reports (9)

Periodic Report of MDR Class I Standardization Process I

D7.9 (T7.6) - Periodic report of MDR class I standardization process I.

Initial Plan for the Exploitation and Dissemination (DEP)

D7.2 (T7.2) - Initial Plan for the Exploitation and Dissemination (DEP).

Risk Register I

Risk Register

Refined Plan for the Exploitation and Dissemination (DEP) I

D7.6 (T7.4) - Refined Plan for the Exploitation and Dissemination (DEP) I.

Handbook of Data Governance & Operation, and DMP

Handbook of data governance & operation, and DMP

H2TRAIN Kick-off Meting
Periodic Reports on DQM I

Periodic Reports on DQM

Periodic Reports on In-Vivo Interventional Studies I

Periodic Reports on in-vivo interventional studies

Project Website & and Visual Identity Report

D7.1 (T7.1) - Project Website & and Visual identity report.

Pubblicazioni

Peer reviewed articles (6)

Wearable Epilepsy Seizure Detection on FPGA with Spiking Neural Networks

Autori: Paola Busia, Gianluca Leone, Andrea Matticola, Luigi Raffo, Paolo Meloni
Pubblicato in: IEEE Transactions on Biomedical Circuits and Systems, 2025, ISSN 1932-4545
Editore: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/TBCAS.2025.3575327

An Edge Computing Application of Fundamental Frequency Extraction for Ocean Currents and Waves

Autori: Nieves G. Hernandez-Gonzalez, Juan Montiel-Caminos, Javier Sosa, Juan A. Montiel-Nelson
Pubblicato in: Sensors, Numero 24, 2024, ISSN 1424-8220
Editore: MDPI AG
DOI: 10.3390/S24051358

Recent Status on Lactate Monitoring in Sweat Using Biosensors: Can This Approach Be an Alternative to Blood Detection?

Autori: Leonardo Messina, Maria Teresa Giardi
Pubblicato in: Biosensors, Numero 15, 2024, ISSN 2079-6374
Editore: MDPI AG
DOI: 10.3390/BIOS15010003

Low-Power FPGA-Based Spiking Neural Networks for Real-Time Decoding of Intracortical Neural Activity

Autori: Luca Martis, Gianluca Leone, Luigi Raffo, Paolo Meloni
Pubblicato in: IEEE Sensors Journal, Numero 24, 2024, ISSN 1530-437X
Editore: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/JSEN.2024.3487021

IEEE Transactions on Biomedical Circuits and Systems

Autori: Busia, Paola; Leone, Gianluca; Matticola, Andrea; Raffo, Luigi; Meloni, Paolo
Pubblicato in: IEEE Transactions on Biomedical Circuits and Systems, Numero IEEE, 2025, ISSN 1932-4545
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/TBCAS.2025.3575327

ESTU: Enabling Spiking Transformers on Ultra-Low-Power FPGAs

Autori: Gianluca Leone, Paola Busia, Mauro Orrù, Luigi Raffo, Paolo Meloni
Pubblicato in: IEEE Transactions on Circuits and Systems II: Express Briefs, 2025, ISSN 1549-7747
Editore: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/TCSII.2025.3626209

Book chapters (1)

Endoscopy Image Classification for Wireless Capsules with CNNs on Microcontroller-Based Platforms

Autori: Paola Busia, Andrea Pinna, Paolo Meloni
Pubblicato in: Lecture Notes in Computer Science, Design and Architecture for Signal and Image Processing, 2025, ISBN 978-3-031-87897-8
Editore: Springer Nature Switzerland
DOI: 10.1007/978-3-031-87897-8_5

Conference proceedings (11)

SYNtzulA: Open-Source Hardware for Energy-Efficient Spiking Neural Network Inference

Autori: Luca Martis, Gianluca Leone, Luigi Raffo, Paolo Meloni
Pubblicato in: Proceedings of the 22nd ACM International Conference on Computing Frontiers: Workshops and Special Sessions, 2025
Editore: ACM
DOI: 10.1145/3706594.3726979

H2Train-Validation of an HRV-Algorithm to detect Ventilatory Thresholds

Autori: Lars Heinrich, Joshua Feuerbacher, Anna Dannemann, Moritz Schumann
Pubblicato in: 2025
Editore: H2TRAIN

Water Current Velocity Measurements by a Magnetometer-Based Tilt

Autori: Juan Montiel-Caminos, Nieves G. Hernandez-Gonzalez, Javier Sosa, Juan A. Montiel-Nelson
Pubblicato in: 2024 IEEE 67th International Midwest Symposium on Circuits and Systems (MWSCAS), 2024
Editore: IEEE
DOI: 10.1109/MWSCAS60917.2024.10658690

Multi-Partner Project: Enabling Digital Technologies for Holistic Health-Lifestyle Motivational and Assisted Supervision Supported by Artificial Intelligence Network (H2TRAIN)

Autori: Juan A. Montiel-Nelson, Marco Ottella, Paolo Azzoni
Pubblicato in: 2025 Design, Automation & Test in Europe Conference (DATE), 2025
Editore: IEEE
DOI: 10.23919/DATE64628.2025.10993023

ENABLING DIGITAL TECHNOLOGIES FOR HOLISTIC HEALTH-LIFESTYLE MOTIVATIONAL AND ASSISTED SUPERVISION SUPPORTED BY ARTIFICIAL INTELLIGENCE NETWORKS

Autori: Juan Antonio Montiel Nelson
Pubblicato in: 2024
Editore: H2TRAIN

Intelligent Filtering Tuning in Edge Computing

Autori: Nieves G. Hernandez-Gonzalez, Juan Montiel-Caminos, Javier Sosa, Juan A. Montiel-Nelson
Pubblicato in: 2024 IEEE 67th International Midwest Symposium on Circuits and Systems (MWSCAS), 2024
Editore: IEEE
DOI: 10.1109/MWSCAS60917.2024.10658954

WWDC 2024 – Expanding H2TRAIN Through XR, Vision Pro, and Apple Intelligence

Autori: Alexey Solomatin, Ivan Kiprin
Pubblicato in: 2024
Editore: H2TRAIN

Open-Source Design of a Low-Power SNN Hardware Accelerator for Edge AI

Autori: Luca Martis, Paolo Meloni
Pubblicato in: 2025
Editore: H2TRAIN

Biohybrid Colorimetric Tattoo Sensor for Real-Time Sweat pH-Monitoring and Dynamic Sweat Management

Autori: Paulina PILLER, Katrin UNGER, Stefanie AICHHOR , Viktoria SALZMANN, Rudolf HEER
Pubblicato in: 2025
Editore: H2TRAIN

Enabling SNN-Based Near-MEA Neural Decoding with Channel Selection: An Open-HW Approach

Autori: Gianluca Leone, Luca Martis, Luigi Raffo, Paolo Meloni
Pubblicato in: 2025 Design, Automation & Test in Europe Conference (DATE), 2025, ISBN 978-3-9826741-0-0
Editore: IEEE
DOI: 10.23919/DATE64628.2025.10993220

Colorimetric temporary tattoo-based sweat pH sensor

Autori: Katrin Unger, Paulina Piller, Rudolf Heer
Pubblicato in: 2025
Editore: H2TRAIN

Other (1)

INSIDE magazine: H2TRAIN

Autori: Juan Antonio Montiel Nelson and Marco Ottella
Pubblicato in: INSIDE magazine, 2024
Editore: INSIDE