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Monitoring the Cortical Activity of Children and Adults during Cognitive Task Completion.
Khramova, Marina V; Kuc, Alexander K; Maksimenko, Vladimir A; Frolov, Nikita S; Grubov, Vadim V; Kurkin, Semen A; Pisarchik, Alexander N; Shusharina, Natalia N; Fedorov, Alexander A; Hramov, Alexander E.
Afiliação
  • Khramova MV; Baltic Center for Artificial Intelligence and Neurotechnology, Immanuel Kant Baltic Federal University, 236041 Kaliningrad, Russia.
  • Kuc AK; Faculty of Computer Science and Information Technology, Saratov State University, 410012 Saratov, Russia.
  • Maksimenko VA; Baltic Center for Artificial Intelligence and Neurotechnology, Immanuel Kant Baltic Federal University, 236041 Kaliningrad, Russia.
  • Frolov NS; Baltic Center for Artificial Intelligence and Neurotechnology, Immanuel Kant Baltic Federal University, 236041 Kaliningrad, Russia.
  • Grubov VV; Neuroscience and Cognitive Technology Laboratory, Innopolis University, 420500 Kazan, Russia.
  • Kurkin SA; Baltic Center for Artificial Intelligence and Neurotechnology, Immanuel Kant Baltic Federal University, 236041 Kaliningrad, Russia.
  • Pisarchik AN; Neuroscience and Cognitive Technology Laboratory, Innopolis University, 420500 Kazan, Russia.
  • Shusharina NN; Baltic Center for Artificial Intelligence and Neurotechnology, Immanuel Kant Baltic Federal University, 236041 Kaliningrad, Russia.
  • Fedorov AA; Neuroscience and Cognitive Technology Laboratory, Innopolis University, 420500 Kazan, Russia.
  • Hramov AE; Baltic Center for Artificial Intelligence and Neurotechnology, Immanuel Kant Baltic Federal University, 236041 Kaliningrad, Russia.
Sensors (Basel) ; 21(18)2021 Sep 08.
Article em En | MEDLINE | ID: mdl-34577225
In this paper, we used an EEG system to monitor and analyze the cortical activity of children and adults at a sensor level during cognitive tasks in the form of a Schulte table. This complex cognitive task simultaneously involves several cognitive processes and systems: visual search, working memory, and mental arithmetic. We revealed that adults found numbers on average two times faster than children in the beginning. However, this difference diminished at the end of table completion to 1.8 times. In children, the EEG analysis revealed high parietal alpha-band power at the end of the task. This indicates the shift from procedural strategy to less demanding fact-retrieval. In adults, the frontal beta-band power increased at the end of the task. It reflects enhanced reliance on the top-down mechanisms, cognitive control, or attentional modulation rather than a change in arithmetic strategy. Finally, the alpha-band power of adults exceeded one of the children in the left hemisphere, providing potential evidence for the fact-retrieval strategy. Since the completion of the Schulte table involves a whole set of elementary cognitive functions, the obtained results were essential for developing passive brain-computer interfaces for monitoring and adjusting a human state in the process of learning and solving cognitive tasks of various types.
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Texto completo: 1 Bases de dados: MEDLINE Assunto principal: Encéfalo / Eletroencefalografia Limite: Adult / Child / Humans Idioma: En Revista: Sensors (Basel) Ano de publicação: 2021 Tipo de documento: Article País de afiliação: Federação Russa

Texto completo: 1 Bases de dados: MEDLINE Assunto principal: Encéfalo / Eletroencefalografia Limite: Adult / Child / Humans Idioma: En Revista: Sensors (Basel) Ano de publicação: 2021 Tipo de documento: Article País de afiliação: Federação Russa