EEG correlates of acquiring race driving skills

M Sultana ¹, L Gheorghe ², S Perdikis ¹

⁰Brain-Computer Interfaces and Neural Engineering Laboratory, School of Computer Science and Electronic Engineering, University of Essex,Wivenhoe Park, Colchester CO4 3SQ, United Kingdom.

Journal of Neural Engineering +

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January 30, 2025

View abstract on PubMed

Summary

Learning race car driving involves specific brain activity patterns, particularly theta-band rhythms and frontocentral-occipital connectivity. Transcranial direct current stimulation (tDCS) may accelerate this skill acquisition process.

Area Of Science

Neuroscience
Motor Learning
Cognitive Science

Background

Race driving is a complex motor skill requiring integrated cognitive processes.
Understanding neuroplasticity in motor skill acquisition is key for optimizing training.
Identifying neural markers of expertise can inform skill development.

Purpose Of The Study

To identify neural correlates of learning to race using electroencephalography (EEG).
To investigate the potential of transcranial direct current stimulation (tDCS) in enhancing race driver training.
To establish neuromarkers for race driving proficiency.

Main Methods

Longitudinal monitoring of drivers using electroencephalography (EEG).
Analysis of EEG data and driving simulator telemetry.
Application of anodal transcranial direct current stimulation (tDCS) during training.

Main Results

Theta-band EEG rhythms are significant neuromarkers for acquiring racing skills.
Alpha-band functional connectivity between frontocentral and occipital areas indicates skill acquisition.
Preliminary evidence suggests tDCS may accelerate the learning curve for race drivers.

Conclusions

Specific EEG patterns serve as reliable neuromarkers for race driving proficiency.
tDCS shows potential as a tool to enhance motor skill learning in racing.
These findings pave the way for neurotechnology-driven training protocols in motorsports.

Keywords:

brain plasticity electroencephalography learning neuromarkers neurotechnology race driving transcranial direct current stimulation