DocumentCode
1901566
Title
Auxiliary Neurofeedback System for Diagnostic of Attention Deficit Hyperactivity Disorder
Author
Gnecchi, José Antonio Gutiérrez ; García, Julio César Herrera ; de Dios Ortiz Alvarado, J.
Author_Institution
Inst. Tecnologico de Morelia, Morelia
fYear
2007
fDate
25-28 Sept. 2007
Firstpage
135
Lastpage
138
Abstract
This paper describes a neurofeedback system for auxiliary diagnostic of attention deficit/hyperactivity disorder (ADHD). The design stresses ease of use and modification so that different interfaces can be added, and different signal processing procedures can be implemented as required. An isolated data acquisition system based on the MC68HC908GP32 microcontroller transfers the acquired EEG signals to a PC. The interface and signal processing procedures were implemented using the Labview (National Instruments) virtual instrumentation software. The software calculates the power density spectrum (PDS) of the signals using the Welch PDS estimation method and Kaiser-Bessel windowing functions, to determine the ratio beta-EEG/thetas-EEG. Two different screen layouts are available for carrying out the tests. A clinical study was conducted on 4 unmedicated young adults suspected of suffering from ADHD. The test consisted of 6 10-minute sessions, divided in two stages of 5 minutes, over a period of 12 days. The results obtained showed an increased beta/thetas ratio as sessions progressed.
Keywords
data acquisition; diseases; electroencephalography; medical diagnostic computing; medical signal processing; microcontrollers; neurophysiology; patient treatment; virtual instrumentation; EEG signal; Kaiser-Bessel windowing functions; Labview; MC68HC908GP32 microcontroller; Welch PDS estimation; attention deficit hyperactivity disorder; auxiliary diagnostic; data acquisition system; neurofeedback system; power density spectrum; signal processing; virtual instrumentation; Biomedical signal processing; Data acquisition; Electroencephalography; Instruments; Neurofeedback; Signal analysis; Signal design; Signal processing; Stress; Testing;
fLanguage
English
Publisher
ieee
Conference_Titel
Electronics, Robotics and Automotive Mechanics Conference, 2007. CERMA 2007
Conference_Location
Morelos
Print_ISBN
978-0-7695-2974-5
Type
conf
DOI
10.1109/CERMA.2007.4367674
Filename
4367674
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