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Power of the SMR brainwaves in the mental imagery experiment in sport: the "Training Session" scenario.
Opis
The data were collected to perform research on the neural oscillation during mental imagery in sport. The study's main aim was to examine the cortical correlations of imagery depending on instructional modality (guided vs self-produced) using various sport-related scripts. The research was based on the EEG signals recorded during the session with the experienced Olympic sailor athlete. The raw electroencephalographic data were collected using the 32-channels (incl. ground and reference) g. Nautilus wearable EEG headset with 24-bit ADC accuracy at 250 Hz sampling rate. All signals were properly preprocessed to remove any artifacts and filter unnecessary frequencies. At the processing stage, the Fast Fourier Transform (FFT) with Kaiser windowing, bandpass filters, and the inverse FFT were applied to obtain the pure SMR brainwaves. Finally, the power of the SMR brainwaves was calculated.
The dataset is arranged in 30 columns. Each column corresponds to one EEG electrode. The first 37 seconds (i.e. 9250 samples) of the SMR brainwaves' power are related to the guided imagery part of the "Training Session" situation. Then, there is 2 seconds break (500 samples), after which the self-produced imagery part of the "Training Session" situation is presented with a duration of 60 seconds (i.e. 15000 samples).
Plik z danymi badawczymi
hexmd5(md5(part1)+md5(part2)+...)-{parts_count} gdzie pojedyncza część pliku jest wielkości 512 MBPrzykładowy skrypt do wyliczenia:
https://github.com/antespi/s3md5
Informacje szczegółowe o pliku
- Licencja:
-
otwiera się w nowej karcie
CC BY-NC-SAUżycie niekomercyjne - Na tych samych warunkach
Informacje szczegółowe
- Rok publikacji:
- 2021
- Data zatwierdzenia:
- 2021-04-28
- Język danych badawczych:
- angielski
- Dyscypliny:
-
- psychologia (Dziedzina nauk społecznych)
- inżynieria biomedyczna (Dziedzina nauk inżynieryjno-technicznych)
- nauki o zdrowiu (Dziedzina nauk medycznych i nauk o zdrowiu)
- DOI:
- Identyfikator DOI 10.34808/fy6v-rj30 otwiera się w nowej karcie
- Seria:
- Weryfikacja:
- Politechnika Gdańska
Słowa kluczowe
- EEG
- flow state
- attentional focus
- neural efficiency
- transient hypofrontality hypothesis
- athlete
- mental imagery
- neural oscillation
- biosignal processing
- SMR brainwaves
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