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  1. Evaluation of a New Lightweight EEG Technology for Translational Applications of Passive Brain-Computer Interfaces.Nicolina Sciaraffa, Gianluca Di Flumeri, Daniele Germano, Andrea Giorgi, Antonio Di Florio, Gianluca Borghini, Alessia Vozzi, Vincenzo Ronca, Fabio Babiloni & Pietro Aricò - 2022 - Frontiers in Human Neuroscience 16.
    Technologies like passive brain-computer interfaces can enhance human-machine interaction. Anyhow, there are still shortcomings in terms of easiness of use, reliability, and generalizability that prevent passive-BCI from entering real-life situations. The current work aimed to technologically and methodologically design a new gel-free passive-BCI system for out-of-the-lab employment. The choice of the water-based electrodes and the design of a new lightweight headset met the need for easy-to-wear, comfortable, and highly acceptable technology. The proposed system showed high reliability in both laboratory and (...)
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  • Human Mental Workload: A Survey and a Novel Inclusive Definition.Luca Longo, Christopher D. Wickens, Gabriella Hancock & P. A. Hancock - 2022 - Frontiers in Psychology 13.
    Human mental workload is arguably the most invoked multidimensional construct in Human Factors and Ergonomics, getting momentum also in Neuroscience and Neuroergonomics. Uncertainties exist in its characterization, motivating the design and development of computational models, thus recently and actively receiving support from the discipline of Computer Science. However, its role in human performance prediction is assured. This work is aimed at providing a synthesis of the current state of the art in human mental workload assessment through considerations, definitions, measurement techniques (...)
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  • Warmer Environments Increase Implicit Mental Workload Even If Learning Efficiency Is Enhanced.Tsukasa Kimura, Noriko Takemura, Yuta Nakashima, Hirokazu Kobori, Hajime Nagahara, Masayuki Numao & Kazumitsu Shinohara - 2020 - Frontiers in Psychology 11.
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  • EEG-Based Index for Timely Detecting User’s Drowsiness Occurrence in Automotive Applications.Gianluca Di Flumeri, Vincenzo Ronca, Andrea Giorgi, Alessia Vozzi, Pietro Aricò, Nicolina Sciaraffa, Hong Zeng, Guojun Dai, Wanzeng Kong, Fabio Babiloni & Gianluca Borghini - 2022 - Frontiers in Human Neuroscience 16.
    Human errors are widely considered among the major causes of road accidents. Furthermore, it is estimated that more than 90% of vehicle crashes causing fatal and permanent injuries are directly related to mental tiredness, fatigue, and drowsiness of the drivers. In particular, driving drowsiness is recognized as a crucial aspect in the context of road safety, since drowsy drivers can suddenly lose control of the car. Moreover, the driving drowsiness episodes mostly appear suddenly without any prior behavioral evidence. The present (...)
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  • Brain–Computer Interface-Based Adaptive Automation to Prevent Out-Of-The-Loop Phenomenon in Air Traffic Controllers Dealing With Highly Automated Systems.Gianluca Di Flumeri, Francesca De Crescenzio, Bruno Berberian, Oliver Ohneiser, Jan Kramer, Pietro Aricò, Gianluca Borghini, Fabio Babiloni, Sara Bagassi & Sergio Piastra - 2019 - Frontiers in Human Neuroscience 13.
  • Editorial: Psychophysiological Contributions to Traffic Safety.Guido P. H. Band, Gianluca Borghini, Karel Brookhuis & Bruce Mehler - 2019 - Frontiers in Human Neuroscience 13.
  • How Neurophysiological Measures Can be Used to Enhance the Evaluation of Remote Tower Solutions.Pietro Aricò, Maxime Reynal, Gianluca Di Flumeri, Gianluca Borghini, Nicolina Sciaraffa, Jean-Paul Imbert, Christophe Hurter, Michela Terenzi, Ana Ferreira, Simone Pozzi, Viviana Betti, Matteo Marucci, Alexandru C. Telea & Fabio Babiloni - 2019 - Frontiers in Human Neuroscience 13.