Title :
Extraction of ERP from EEG data
Author :
Ivannikov, Andriy ; Kärkkäinen, Tommi ; Ristaniemi, Tapani ; Lyytinen, Heikki
Author_Institution :
Dept. of MIT, Univ. of Jyvaskyla, Jyvaskyla
Abstract :
In this article, a simple but novel technique for extracting a linear subspace related to event related potentials (ERPs) from ElectroEncephaloGraphy (EEG) data is introduced. The technique consists of a sequence of basic linear operations applied to multidimensional EEG data in a problem-specific manner. The derivation of the proposed technique is given and results with real data are described together with overall conclusions.
Keywords :
electroencephalography; medical signal processing; EEG; electroencephalography; event related potentials; linear subspace; Acoustic noise; Clinical diagnosis; Data mining; Data processing; Electroencephalography; Enterprise resource planning; Frequency; Independent component analysis; Multidimensional systems; Psychology;
Conference_Titel :
Signal Processing and Its Applications, 2007. ISSPA 2007. 9th International Symposium on
Conference_Location :
Sharjah
Print_ISBN :
978-1-4244-0778-1
Electronic_ISBN :
978-1-4244-1779-8
DOI :
10.1109/ISSPA.2007.4555470
