151. Regulation of brain cognitive states through auditory, gustatory, and olfactory stimulation with wearable monitoring
- Author
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Fekri Azgomi, Hamid, F. Branco, Luciano R, Amin, Md Rafiul, Khazaei, Saman, and Faghih, Rose T
- Subjects
Bioengineering ,Behavioral and Social Science ,Neurosciences ,Clinical Research ,Basic Behavioral and Social Science ,Assistive Technology ,Neurological ,Mental health ,Humans ,Quality of Life ,Brain ,Arousal ,Cognition ,Wearable Electronic Devices - Abstract
Inspired by advances in wearable technologies, we design and perform human-subject experiments. We aim to investigate the effects of applying safe actuation (i.e., auditory, gustatory, and olfactory) for the purpose of regulating cognitive arousal and enhancing the performance states. In two proposed experiments, subjects are asked to perform a working memory experiment called n-back tasks. Next, we incorporate listening to different types of music, drinking coffee, and smelling perfume as safe actuators. We employ signal processing methods to seamlessly infer participants' brain cognitive states. The results demonstrate the effectiveness of the proposed safe actuation in regulating the arousal state and enhancing performance levels. Employing only wearable devices for human monitoring and using safe actuation intervention are the key components of the proposed experiments. Our dataset fills the existing gap of the lack of publicly available datasets for the self-management of internal brain states using wearable devices and safe everyday actuators. This dataset enables further machine learning and system identification investigations to facilitate future smart work environments. This would lead us to the ultimate idea of developing practical automated personalized closed-loop architectures for managing internal brain states and enhancing the quality of life.
- Published
- 2023