Aug 19, 2022 · This paper discusses a novel approach to an EEG (electroencephalogram)-based driver distraction classification by using brain connectivity estimators as ...

This paper discusses a novel approach to an EEG (electroencephalogram)-based driver distraction classification by using brain connectivity estimators as ...

Aug 15, 2022 · This study suggests that the PDC connectivity estimator can yield better classification accuracy for driver distractions.

Mar 27, 2024 · Perera et al. [47] proposed an EEG-based driver distraction classification method with brain connectivity net- works. They calculated ...

This paper discusses a novel approach to an EEG (electroencephalogram)-based driver distraction classification by using brain connectivity estimators as ...

May 15, 2024 · Improving EEG-Based Driver Distraction Classification Using Brain Connectivity Estimators http://mdpi.com/1424-8220/22/16/6230…

The empirical results of this study demonstrate the feasibility of a practical system to continuously estimating cognitive attention through EEG spectra.

Jun 25, 2024 · In parallel, Perera et al. (2022) investigated EEG-based driver distraction classification, employing diverse brain connectivity estimation ...

Feb 21, 2024 · For example, Perera and colleagues [27] proposed to employ specific brain-connectivity estimators through the EEG signal analysis for detecting ...

Jul 4, 2024 · In this study, we propose an electrophysiological analysis-based brain network method for the augmented recognition of different types of ...