Peak Performance Trainer (PPTTM): Interactive Neuro-educational Technology to Increase the Pace and Efficiency of Rifle Marksmanship Training

Autor:	Djordje Popovic, Gene Davis, Giby Raphael, Gregory K. W. K. Chung, Adrienne Behneman, Sam O. Nagashima, Chris Berka, Robin Johnson
Rok vydání:	2009
Předmět:	Trainer business.industry Educational technology Workload Machine learning computer.software_genre Coaching Dreyfus model of skill acquisition Distraction Artificial intelligence Cognitive skill Psychology business Set (psychology) computer
Zdroj:	Foundations of Augmented Cognition. Neuroergonomics and Operational Neuroscience ISBN: 9783642028113 HCI (16)
DOI:	10.1007/978-3-642-02812-0_72
Popis:	Marksmanship training involves a combination of classroom instructional learning and field practice involving the instantiation of a well-defined set of sensory, motor and cognitive skills. Current training procedures rely heavily on conventional classroom instruction often with qualitative assessment based on observation (i.e. coaching). We have developed a novel device called the Peak Performance Trainer (PPTTM) which can accelerate the progression from novice-to-expert based on automated inferences from neurophysiological measurements. Our previous work has revealed specific EEG correlates to stages of skill acquisition in simple learning and memory tasks. We have incorporated this knowledge as well as an array of other physiological metrics to develop a field-deployable training technology with continuous physiological monitoring in combination with simultaneous measures of performance, workload, engagement and distraction, accuracy, speed and efficiency. This paper outlines the features of the PPT and the preliminary results of its use in marksmanship training.
Databáze:	OpenAIRE
Externí odkaz:	https://explore.openaire.eu/search/publication?articleId=doi_________::7e1e35101a4d7d1209e4db4ba902ccef https://doi.org/10.1007/978-3-642-02812-0_72 Zobrazit plný text záznamu