crossrefFrontiers in Psychology2026-07-02
The determination of human creative thinking by employing machine learning classification on EEG signals
Jilin Zou, Fang Yuan, Silin Zhou, Jiaqin Yang, Chunlei Liu
Background and objective Traditional creativity assessments are limited by subjectivity and high labor costs. Although machine learning (ML) offers objective alternatives, its application to EEG-based creativity evaluation remains scarce. This study aimed to classify high and low…