The data acquisition process begins with capturing EEG signals from 20 healthy skilled volunteers who gave their written consent before performing the experiments. Each volunteer was asked to repeat an experiment for 10 times at different frequencies; each experiment was trigger by a visual stimulus.

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EEG brain recordings of ADHD and non-ADHD individuals during gameplay of a brain controlled game, recorded with an EMOTIV EEG headset. It can be used to design and test methods to detect individuals with ADHD.

Instructions: 

For details, please see:

Alaa Eddin Alchalabi, S. Shirmohammadi, A. N. Eddin and M. Elsharnouby, “FOCUS: Detecting ADHD Patients by an EEG-Based Serious Game”, IEEE Transactions on Instrumentation and Measurement, Vol. 67, No. 7, July 2018, pp. 1512-1520.

DOI: 10.1109/TIM.2018.2838158

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Participants were 61 children with ADHD and 60 healthy controls (boys and girls, ages 7-12). The ADHD children were diagnosed by an experienced psychiatrist to DSM-IV criteria, and have taken Ritalin for up to 6 months. None of the children in the control group had a history of psychiatric disorders, epilepsy, or any report of high-risk behaviors.

 

Instructions: 

 

Extract the Zip files. Load the ".mat" data into MATLAB.

 

If you want to import the electrode location into EEGLAB, please use the attached".ced" file.

 

 

 

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