2010
DOI: 10.1007/978-3-642-13039-7_43
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Mental and Motor Task Classification by LDA

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Cited by 7 publications
(9 citation statements)
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“…EEG signal analyses are done by extracting parameters in time and frequency domain. For each channel ( 3 canal ,the sub-set of canal) after splitting up the signal into 3 specific bands at (8-12) Hz, (12)(13)(14)(15)(16)(17)(18)(19)(20) Hz and (20-30) Hz , the absolute power of each band is calculated the spectrogram is created.…”
Section: Relative Band-power (Rbp)mentioning
confidence: 99%
See 1 more Smart Citation
“…EEG signal analyses are done by extracting parameters in time and frequency domain. For each channel ( 3 canal ,the sub-set of canal) after splitting up the signal into 3 specific bands at (8-12) Hz, (12)(13)(14)(15)(16)(17)(18)(19)(20) Hz and (20-30) Hz , the absolute power of each band is calculated the spectrogram is created.…”
Section: Relative Band-power (Rbp)mentioning
confidence: 99%
“…a) LDA: is a very popular, classical classification method. It is simple to implement and often used as the baseline method for comparison of different classification methods [16]. b) KNN:is a non-parametric approach, which classifies a given data point according to the majority of its neighbors.…”
Section: Classificationmentioning
confidence: 99%
“…A 64 channel Biosemi ActiveTwo EEG system was used to record the EEG data. All experiments were carried out at the Mechanical Engineering Department of Karadeniz Technical University [18]. Apart from the literature, the recordings were all performed eyes closed which enables participants to concentrate thoroughly.…”
Section: 1experimental Setup and Data Descriptionmentioning
confidence: 99%
“…Then the first feature is selected as the highest PSD peak value in the alpha band (8-13 Hz), which is referred to as f1 in the Figure 3. The second and third features are the arbitrary first and second highest PSD peak values in beta band (13)(14)(15)(16)(17)(18)(19)(20)(21)(22)(23)(24)(25)(26)(27)(28)(29)(30) , which are referred to as f2 and f3 in Figure 3. Proposed feature extraction scheme.…”
Section: Feature Extractionmentioning
confidence: 99%
“…Left hand movement task (LHM): It is the same as right hand moving. 3) Recordings: All data used in this study were recorded at Mechanical Engineering Department of Karadeniz Technical University by using a 64 Channel Biosemi ActiveTwo EEG system [13,14]. International 10-20 electrode placement system is used for EEG signal processing with 64 Ag/AgCl electrodes.…”
Section: A Experiments Andmentioning
confidence: 99%