Electroencephalogram (EEG) dataset with internet addiction and healthy teenagers under rest and executive function task
Description
A set of electroencephalogram (EEG) signals data obtained from NeuroSky. There are 30 participants (female = 15, male = 15) join the data collection.The EEG data were recorded through 6 protocols and 11 tasks. The six protocols are baseline(2 tasks), emotional state(4 tasks), memorize task, executive task, recall task, and baseline extension(2 tasks). We collected 12 minutes for each participant and separated the data into different tasks. The obtained data is used for analyzing the pattern of internet addiction. Further analysis of pre-processing, feature extraction and classification will be applied to the data.
Files
Steps to reproduce
1. The data is a csv file type 2. The subject information with the internet addiction result, personality result, memory task result saved in the ResultCombine.xlsx file 3. There are 11 tasks for each subject: eye close ( 60s), eye open(60s), happy(60s), calm (60s), sad(60s), fear(60s), memory(60s), executive(120s), recall(60s), eye close(60s), eye open(60s). 4. Each csv file row presents one second, the columns present: attention，meditation，LowAlpha，HighAlpha，LowBeta，HighBeta，Delta，Theta，LowGamma，MiddleGamma.