The purpose of this work was to analyze the spatial and temporal dynamics of EEG parameters during performance of tasks with dominance of mental and sensory attention. In addition, an attempt to identify differences in dynamics of EEG parameters in such close mentally oriented tasks as a productive and reproductive imagination was made. EEG wavelet spectrum and phase coherence (relationships between EEG-channels) were studied for θ, α and β frequency ranges of EEG. Analysis of the data showed significant numerous differences of EEG wavelet spectrum and phase coherence between tasks with the dominance of mental and sensory attention and also between such close mental states as productive and reproductive imagination. Time dynamics of EEG differences, obtained in different frequency ranges, allows us to trace which processes were consequentially involved in realization of investigated states on different time intervals and provide new information for understanding of brain mechanisms of these states.

Original languageEnglish
Title of host publicationStudies in Computational Intelligence
PublisherSpringer Nature
Pages321-327
Number of pages7
Volume799
DOIs
StatePublished - 1 Jan 2019

Publication series

NameStudies in Computational Intelligence
Volume799
ISSN (Print)1860-949X

    Scopus subject areas

  • Artificial Intelligence

    Research areas

  • Analysis of non-stationary signals, EEG, Mental and sensory attention, Reproductive and productive imagination

ID: 36122093