Concentration level detection for left/right brain dominance using electroencephalogram signal
Some features of left and right brained people can be determined using the left and right brain dominance theories. It can assist in the development of training syllabus for brain-balancing education topics. When performing any action, human focus or concentration is essential. This paper will exami...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
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ICI Publishing House
2022-09-01
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| Series: | Revista Română de Informatică și Automatică |
| Subjects: | |
| Online Access: | https://rria.ici.ro/wp-content/uploads/2022/09/art._Chowdhuri_Mal.pdf |
| _version_ | 1828342108045443072 |
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| author | Swati CHOWDHURI Dibyendu MAL |
| author_facet | Swati CHOWDHURI Dibyendu MAL |
| author_sort | Swati CHOWDHURI |
| collection | DOAJ |
| description | Some features of left and right brained people can be determined using the left and right brain dominance theories. It can assist in the development of training syllabus for brain-balancing education topics. When performing any action, human focus or concentration is essential. This paper will examine the concentration levels of patients with left and right brain dominance using electroencephalogram (EEG) data. Brain activity may be tracked and recorded using EEG waves. The human brain’s thinking and attention cause brain waves to alter in distinct frequency bands. A frequency-based EEG signal can be cleaned up and characteristics can be extracted using the baseline correction method. As a result, the EEG Topographical Power Spectral Density Value is created. The main objective of this paper is to compare the concentration levels of people with different brain dominance. Inversely, EEG signal can be used to predict whether a person has a left or a right brain dominance. |
| first_indexed | 2024-04-13T23:24:44Z |
| format | Article |
| id | doaj.art-e7a8d1234b964136b52e5186a568f4ac |
| institution | Directory Open Access Journal |
| issn | 1220-1758 1841-4303 |
| language | English |
| last_indexed | 2024-04-13T23:24:44Z |
| publishDate | 2022-09-01 |
| publisher | ICI Publishing House |
| record_format | Article |
| series | Revista Română de Informatică și Automatică |
| spelling | doaj.art-e7a8d1234b964136b52e5186a568f4ac2022-12-22T02:25:06ZengICI Publishing HouseRevista Română de Informatică și Automatică1220-17581841-43032022-09-0132310911810.33436/v32i3y202209Concentration level detection for left/right brain dominance using electroencephalogram signalSwati CHOWDHURI0Dibyendu MAL1Department of EEE, Institute of Engineering & Management, Kolkata, IndiaDepartment of PHYSICS, Heritage Institute of Technology, Kolkata, IndiaSome features of left and right brained people can be determined using the left and right brain dominance theories. It can assist in the development of training syllabus for brain-balancing education topics. When performing any action, human focus or concentration is essential. This paper will examine the concentration levels of patients with left and right brain dominance using electroencephalogram (EEG) data. Brain activity may be tracked and recorded using EEG waves. The human brain’s thinking and attention cause brain waves to alter in distinct frequency bands. A frequency-based EEG signal can be cleaned up and characteristics can be extracted using the baseline correction method. As a result, the EEG Topographical Power Spectral Density Value is created. The main objective of this paper is to compare the concentration levels of people with different brain dominance. Inversely, EEG signal can be used to predict whether a person has a left or a right brain dominance.https://rria.ici.ro/wp-content/uploads/2022/09/art._Chowdhuri_Mal.pdfbrain dominanceconcentrationelectroencephalogrampower spectral densitytopographical value |
| spellingShingle | Swati CHOWDHURI Dibyendu MAL Concentration level detection for left/right brain dominance using electroencephalogram signal Revista Română de Informatică și Automatică brain dominance concentration electroencephalogram power spectral density topographical value |
| title | Concentration level detection for left/right brain dominance using electroencephalogram signal |
| title_full | Concentration level detection for left/right brain dominance using electroencephalogram signal |
| title_fullStr | Concentration level detection for left/right brain dominance using electroencephalogram signal |
| title_full_unstemmed | Concentration level detection for left/right brain dominance using electroencephalogram signal |
| title_short | Concentration level detection for left/right brain dominance using electroencephalogram signal |
| title_sort | concentration level detection for left right brain dominance using electroencephalogram signal |
| topic | brain dominance concentration electroencephalogram power spectral density topographical value |
| url | https://rria.ici.ro/wp-content/uploads/2022/09/art._Chowdhuri_Mal.pdf |
| work_keys_str_mv | AT swatichowdhuri concentrationleveldetectionforleftrightbraindominanceusingelectroencephalogramsignal AT dibyendumal concentrationleveldetectionforleftrightbraindominanceusingelectroencephalogramsignal |