Determination of the Inaccuracies of Calculated EEG Indices
The data obtained as a result of an EEG measurement are burdened with inaccuracies related to the measurement process itself and the need to remove recorded disturbances. The article presents an example of how to calculate the Approach-Withdraw Index (EEG-AW) and Memorization Index (MI) indices in s...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
| Published: |
MDPI AG
2020-10-01
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| Series: | Sensors |
| Subjects: | |
| Online Access: | https://www.mdpi.com/1424-8220/20/19/5715 |
| _version_ | 1797551583014158336 |
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| author | Mariusz Borawski Konrad Biercewicz Jarosław Duda |
| author_facet | Mariusz Borawski Konrad Biercewicz Jarosław Duda |
| author_sort | Mariusz Borawski |
| collection | DOAJ |
| description | The data obtained as a result of an EEG measurement are burdened with inaccuracies related to the measurement process itself and the need to remove recorded disturbances. The article presents an example of how to calculate the Approach-Withdraw Index (EEG-AW) and Memorization Index (MI) indices in such a way that their inaccuracy resulting from the removal of artifacts can be periodically calculated. This inaccuracy is expressed in terms of standard deviation. This allows you to determine the reliability of the obtained conclusions in the context of examining elements in a 2D computer game created in the Unity engine. |
| first_indexed | 2024-03-10T15:47:06Z |
| format | Article |
| id | doaj.art-d3c08802314047d08399fb3d3ecbe4ab |
| institution | Directory Open Access Journal |
| issn | 1424-8220 |
| language | English |
| last_indexed | 2024-03-10T15:47:06Z |
| publishDate | 2020-10-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Sensors |
| spelling | doaj.art-d3c08802314047d08399fb3d3ecbe4ab2023-11-20T16:22:00ZengMDPI AGSensors1424-82202020-10-012019571510.3390/s20195715Determination of the Inaccuracies of Calculated EEG IndicesMariusz Borawski0Konrad Biercewicz1Jarosław Duda2Department of Multimedia Systems, Faculty of Computer Science and Information Technology, West Pomeranian University of Technology Szczecin, Żołnierska 49, 71-210 Szczecin, PolandDepartment of Multimedia Systems, Faculty of Computer Science and Information Technology, West Pomeranian University of Technology Szczecin, Żołnierska 49, 71-210 Szczecin, PolandDepartment of Multimedia Systems, Faculty of Computer Science and Information Technology, West Pomeranian University of Technology Szczecin, Żołnierska 49, 71-210 Szczecin, PolandThe data obtained as a result of an EEG measurement are burdened with inaccuracies related to the measurement process itself and the need to remove recorded disturbances. The article presents an example of how to calculate the Approach-Withdraw Index (EEG-AW) and Memorization Index (MI) indices in such a way that their inaccuracy resulting from the removal of artifacts can be periodically calculated. This inaccuracy is expressed in terms of standard deviation. This allows you to determine the reliability of the obtained conclusions in the context of examining elements in a 2D computer game created in the Unity engine.https://www.mdpi.com/1424-8220/20/19/5715EEGICAstandard deviation |
| spellingShingle | Mariusz Borawski Konrad Biercewicz Jarosław Duda Determination of the Inaccuracies of Calculated EEG Indices Sensors EEG ICA standard deviation |
| title | Determination of the Inaccuracies of Calculated EEG Indices |
| title_full | Determination of the Inaccuracies of Calculated EEG Indices |
| title_fullStr | Determination of the Inaccuracies of Calculated EEG Indices |
| title_full_unstemmed | Determination of the Inaccuracies of Calculated EEG Indices |
| title_short | Determination of the Inaccuracies of Calculated EEG Indices |
| title_sort | determination of the inaccuracies of calculated eeg indices |
| topic | EEG ICA standard deviation |
| url | https://www.mdpi.com/1424-8220/20/19/5715 |
| work_keys_str_mv | AT mariuszborawski determinationoftheinaccuraciesofcalculatedeegindices AT konradbiercewicz determinationoftheinaccuraciesofcalculatedeegindices AT jarosławduda determinationoftheinaccuraciesofcalculatedeegindices |