An integrative approach to analyze eeg signals and human brain dynamics in different cognitive states

Davis, JJJ; Lin, CT; Gillett, G; Kozma, R

An integrative approach to analyze eeg signals and human brain dynamics in different cognitive states

Davis, JJJ Lin, CT

Gillett, G Kozma, R

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Publication Type:: Journal Article
Citation:: Journal of Artificial Intelligence and Soft Computing Research, 2017, 7 (4), pp. 287 - 299
Issue Date:: 2017-10-01

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Field	Value	Language
dc.contributor.author	Davis, JJJ	en_US
dc.contributor.author	Lin, CT https://orcid.org/0000-0001-8371-8197	en_US
dc.contributor.author	Gillett, G	en_US
dc.contributor.author	Kozma, R	en_US
dc.date.issued	2017-10-01	en_US
dc.identifier.citation	Journal of Artificial Intelligence and Soft Computing Research, 2017, 7 (4), pp. 287 - 299	en_US
dc.identifier.uri	http://hdl.handle.net/10453/115696
dc.description.abstract	© 2017. Electroencephalograph (EEG) data provide insight into the interconnections and relationships between various cognitive states and their corresponding brain dynamics, by demonstrating dynamic connections between brain regions at different frequency bands. While sensory input tends to stimulate neural activity in different frequency bands, peaceful states of being and self-induced meditation tend to produce activity in the mid-range (Alpha). These studies were conducted with the aim of: (a) testing different equipment in order to assess two (2) different EEG technologies together with their benefits and limitations and (b) having an initial impression of different brain states associated with different experimental modalities and tasks, by analyzing the spatial and temporal power spectrum and applying our movie making methodology to engage in qualitative exploration via the art of encephalography. This study complements our previous study of measuring multichannel EEG brain dynamics using MINDO48 equipment associated with three experimental modalities measured both in the laboratory and the natural environment. Together with Hilbert analysis, we conjecture, the results will provide us with the tools to engage in more complex brain dynamics and mental states, such as Meditation, Mathematical Audio Lectures, Music Induced Meditation, and Mental Arithmetic Exercises. This paper focuses on open eye and closed eye conditions, as well as meditation states in laboratory conditions. We assess similarities and differences between experimental modalities and their associated brain states as well as differences between the different tools for analysis and equipment.	en_US
dc.relation.ispartof	Journal of Artificial Intelligence and Soft Computing Research	en_US
dc.relation.isbasedon	10.1515/jaiscr-2017-0020	en_US
dc.title	An integrative approach to analyze eeg signals and human brain dynamics in different cognitive states	en_US
dc.type	Journal Article
utslib.citation.volume	4	en_US
utslib.citation.volume	7	en_US
utslib.for	0903 Biomedical Engineering	en_US
pubs.embargo.period	Not known	en_US
pubs.organisational-group	/University of Technology Sydney
pubs.organisational-group	/University of Technology Sydney/Faculty of Engineering and Information Technology
pubs.organisational-group	/University of Technology Sydney/Faculty of Engineering and Information Technology/School of Computer Science
pubs.organisational-group	/University of Technology Sydney/Strength - CAI - Centre for Artificial Intelligence
utslib.copyright.status	open_access
pubs.issue	4	en_US
pubs.publication-status	Published	en_US
pubs.volume	7	en_US

Abstract:

© 2017. Electroencephalograph (EEG) data provide insight into the interconnections and relationships between various cognitive states and their corresponding brain dynamics, by demonstrating dynamic connections between brain regions at different frequency bands. While sensory input tends to stimulate neural activity in different frequency bands, peaceful states of being and self-induced meditation tend to produce activity in the mid-range (Alpha). These studies were conducted with the aim of: (a) testing different equipment in order to assess two (2) different EEG technologies together with their benefits and limitations and (b) having an initial impression of different brain states associated with different experimental modalities and tasks, by analyzing the spatial and temporal power spectrum and applying our movie making methodology to engage in qualitative exploration via the art of encephalography. This study complements our previous study of measuring multichannel EEG brain dynamics using MINDO48 equipment associated with three experimental modalities measured both in the laboratory and the natural environment. Together with Hilbert analysis, we conjecture, the results will provide us with the tools to engage in more complex brain dynamics and mental states, such as Meditation, Mathematical Audio Lectures, Music Induced Meditation, and Mental Arithmetic Exercises. This paper focuses on open eye and closed eye conditions, as well as meditation states in laboratory conditions. We assess similarities and differences between experimental modalities and their associated brain states as well as differences between the different tools for analysis and equipment.

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http://hdl.handle.net/10453/115696