Wearable device to decode human mind by neurometrics for a new concept of smart interaction with the surrounding environment

Project Information

Mindtooth

Grant agreement ID: 950998

DOI 10.3030/950998

Project closed

EC signature date 24 May 2020

Start date 1 June 2020

End date 30 September 2022

Funded under

• Horizon 2020 Framework Programme

Total cost € 2 712 135,00

EU contribution € 2 033 494,00

Coordinated by

BRAINSIGNS SRL
Italy

Publications

Peer reviewed articles (8)

Wearable Technologies for Mental Workload, Stress, and Emotional State Assessment during Working-Like Tasks: A Comparison with Laboratory Technologies

Author(s): Andrea Giorgi, Vincenzo Ronca, Alessia Vozzi, Nicolina Sciaraffa, Antonello di Florio, Luca Tamborra, Ilaria Simonetti, Pietro Aricò, Gianluca Di Flumeri, Dario Rossi, Gianluca Borghini
Published in: Sensors, Issue 21/7, 2021, Page(s) 2332, ISSN 1424-8220
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s21072332

Joint Analysis of Eye Blinks and Brain Activity to Investigate Attentional Demand during a Visual Search Task

Author(s): Nicolina Sciaraffa, Gianluca Borghini, Gianluca Di Flumeri, Febo Cincotti, Fabio Babiloni, Pietro Aricò
Published in: Brain Sciences, Issue 11/5, 2021, Page(s) 562, ISSN 2076-3425
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/brainsci11050562

A Video-Based Technique for Heart Rate and Eye Blinks Rate Estimation: A Potential Solution for Telemonitoring and Remote Healthcare

Author(s): Vincenzo Ronca, Andrea Giorgi, Dario Rossi, Antonello Di Florio, Gianluca Di Flumeri, Pietro Aricò, Nicolina Sciaraffa, Alessia Vozzi, Luca Tamborra, Ilaria Simonetti, Gianluca Borghini
Published in: Sensors, Issue 21/5, 2021, Page(s) 1607, ISSN 1424-8220
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s21051607

The sample size matters: to what extent the participant reduction affects the outcome of a neuroscientific research: a case-study in neuromarketing field

Author(s): Alessia Vozzi, Vincenzo Ronca, Pietro Aricò, Gianluca Borghini, Nicolina Sciaraffa, Patrizia Cherubino, Arianna Trettel, Fabio Babiloni and Gianluca Di Flumeri
Published in: sensors, 2021, ISSN 1424-8220
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s21186088

Air Force Pilot Expertise Assessment during Unusual Attitude Recovery Flight

Author(s): Gianluca Borghini, Pietro Aricò, Gianluca Di Flumeri, Vincenzo Ronca, Andrea Giorgi, Nicolina Sciaraffa, Claudio Conca, Simone Stefani, Paola Verde, Angelo Landolfi, Roberto Isabella and Fabio Babiloni
Published in: safety, 2022, ISSN 2313-576X
Publisher: MDPI
DOI: 10.3390/safety8020038

Validation of a Light EEG-Based Measure for Real-Time Stress Monitoring during Realistic Driving

Author(s): Nicolina Sciaraffa, Gianluca Di Flumeri, Daniele Germano, Andrea Giorgi, Antonio Di Florio, Gianluca Borghini, Alessia Vozzi, Vincenzo Ronca, Rodrigo Varga, Marteyn van Gasteren, Fabio Babiloni and Pietro Aricò
Published in: Validation of a Light EEG-Based Measure for Real-Time Stress Monitoring during Realistic Driving, 2022, ISSN 2076-3425
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/brainsci12030304

Evaluation of a New Lightweight EEG Technology for Translational Applications of Passive Brain-Computer Interfaces

Author(s): Nicolina Sciaraffa, Gianluca Di Flumeri, Daniele Germano, Andrea Giorgi, Antonio Di Florio, Gianluca Borghini, Alessia Vozzi, Vincenzo Ronca, Fabio Babiloni and Pietro Aricò
Published in: Frontiers in Human Neuroscience, 2022, ISSN 1662-5161
Publisher: Frontiers Research Foundation
DOI: 10.3389/fnhum.2022.901387

EEG-Based Index for Timely Detecting User’s Drowsiness Occurrence in Automotive Applications

Author(s): Gianluca Di Flumeri, Vincenzo Ronca, Andrea Giorgi, Alessia Vozzi, Pietro Aricò, Nicolina Sciaraffa, Hong Zeng, Guojun Dai, Wanzeng Kong, Fabio Babiloni and Gianluca Borghini
Published in: EEG-Based Index for Timely Detecting User’s Drowsiness Occurrence in Automotive Applications, 2022, ISSN 1662-5161
Publisher: Frontiers Research Foundation
DOI: 10.3389/fnhum.2022.866118

Conference proceedings (3)

Real-time Pilot Crew's Mental Workload and Arousal Assessment During Simulated Flights for Training Evaluation: a Case Study

Author(s): Gianluca Borghini; Pietro Aricò; Gianluca Di Flumeri; Nicolina Sciaraffa; Antonello Di Florio; Vincenzo Ronca; Andrea Giorgi; Lorenzo Mezzadri; Renzo Gasparini; Roberto Tartaglino; Arianna Trettel; Fabio Babiloni
Published in: 2022
Publisher: IEEE
DOI: 10.1109/embc48229.2022.9871893

Mental Effort Estimation by Passive BCI: A Cross-Subject Analysis

Author(s): Nicolina Sciaraffa; Daniele Germano; Andrea Giorgi; Vincenzo Ronca; Alessia Vozzi; Gianluca Borghini; Gianluca Di Flumeri; Fabio Babiloni; Pietro Aricò
Published in: Mental Effort Estimation by Passive BCI: A Cross-Subject Analysis, 2021
Publisher: IEEE
DOI: 10.1109/embc46164.2021.9630613

Validation of an EEG-based Neurometric for online monitoring and detection of mental drowsiness while driving

Author(s): Vincenzo Ronca; Gianluca Di Flumeri; Alessia Vozzi; Andrea Giorgi; Pietro Aricò; Nicolina Sciaraffa; Fabio Babiloni; Gianluca Borghini
Published in: 2022
Publisher: IEEE
DOI: 10.1109/embc48229.2022.9871505

Intellectual Property Rights

Trademark (1)

MINDTOOTH

Application/Publication number: EU 018277143
Date: 2020-11-19
Applicant(s): BRAINSIGNS SRL

Registered design (1)

Mindtooth Touch EEG headset

Application/Publication number: EUIPO 008641393-0001
Date: 2021-08-04
Applicant(s): BRAINSIGNS SRL