Visual Imagery of geometric  Shapes

Dataset Author: Fabio R. Llorella Costa 

Affilation: Universitat de Girona, Girona, Catalonia, Spain 

The dataset is about brain signals from visual imagery of seven geometric shapes: Triangle, Circle, Square, Pentagon, Straight line, Hexagon and Parallelogram.

The EEG signals have been extracted from five subjects (three women and  two men).:

DataBase File Zip size Uncompressed size Date
Visual Imagery of geometric Shapes v1.0 datos_shapes.rar   225 MB (236.597.181 bytes) 896 MB 20/01/2020
         

DESCRIPTION:

The EEG signals have been recorded with the device g.Nautilus from g.Tec, with eight electrodes.

The data has been recorded with a sampling frequency of 250 Hz

The EEG signals are filtered with a Butterworth band 4 order ban​d filter between 0.01 to 60 Hz and a Notch filter between 48 and 52 Hz. 

Four of the five subjects have registered only one day, subject nº.5 has registered three different days, each session is registered on the same day. 

Subject 1 (Female) -> 1 Day --> 15 sessions  

Subject 2 (Male) -> 1 Day --> 20 sessions

Subject 3 (Female) -> 1 Day --> 20 sessions

Subject 4 (Female) -> 1 Day --> 20 sessions

Subject 5 (Male) -> 3 Day --> Day 1: 18 sessions  / Day 2: 20 sessions  / Day 3: 20 sessions

Each session consists of 14 trials, and of each figure there are 2 trials per session (2 * 7 = 14 trials). 

The registration protocol has been carried out through OpenVibe, with two .csv files:

-a file called "eeg # number.csv" containing the EEG signal, for example "eeg01.csv"

-and another called "estimulos # number.csv" stimuli containing the events have been generated for each session, for example "estimulos01.csv"

The registration protocol is as follows: :

During the first second a white arrow appears on a black background indicating the start of the trial, during the next two seconds the figure that the person must imagine appears, the figure appears in white on a black background, then the person imagines for six seconds the indicated figure.   

Channels used:

The channels used using the 10/20 notation are:

David Vivancos Brain 10/20 Locations

The correspondence of the channels on the file are as follows:   

Channel 1 -> Oz 

Channel 2 -> P3 

Channel 3 -> POz 

Channel 4 -> P4 

Channel 5 -> PO7 

Channel 6 -> PO4 

Channel 7 -> PO3 

Channel 8 -> PO8 

Correspondence between events number and geometric shapes :

33025 -> Triangle 

33026 -> Circle 

33027 -> Square 

33028 -> ​Pentagon 

33029 -> ​Straight line 

33030 -> ​Hexagon  

33031 -> ​Parallelogram   

Figures of the geometric shapes that were used in the record:

David Vivancos Brain 10/20 Locations

This dataset of EEG signals is authorized to be made public, so that the scientific community can carry out scientific studies on it, therefore the distribution, transformation and public communication is allowed with the sole condition of referring the author (Fabio R. Llorella Costa).

For any information regarding the dataset please contact the author at fricardocorreo@gmail.com

MindBigData.com only serves as a host for the information regarding this dataset, helping the author spread its existance.