EEG signal analysis and classificati...
Siuly, Siuly.

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  • EEG signal analysis and classification = techniques and applications /
  • 紀錄類型: 書目-電子資源 : Monograph/item
    正題名/作者: EEG signal analysis and classification/ by Siuly Siuly, Yan Li, Yanchun Zhang.
    其他題名: techniques and applications /
    作者: Siuly, Siuly.
    其他作者: Li, Yan.
    出版者: Cham :Springer International Publishing : : 2016.,
    面頁冊數: xiii, 256 p. :ill., digital ;24 cm.
    內容註: Electroencephalogram (EEG) and its background -- Significance of EEG signals in medical and health research -- Objectives and structures of the book -- Random sampling in the detection of epileptic EEG signals -- A novel clustering technique for the detection of epileptic seizures -- A statistical framework for classifying epileptic seizure from multi-category EEG signals -- Injecting principal component analysis with the OA scheme in the epileptic EEG signal classification -- Cross-correlation aided logistic regression model for the identification of motor imagery EEG signals in BCI applications -- Modified CC-LR Algorithm for identification of MI based EEG signals -- Improving prospective performance in the MI recognition: LS-SVM with tuning hyper parameters -- Comparative study: Motor area EEG and All-channels EEG -- Optimum allocation aided Naive Bayes based learning process for the detection of MI tasks -- Summary discussions on the methods, future directions and conclusions.
    Contained By: Springer eBooks
    標題: Electroencephalography. -
    電子資源: http://dx.doi.org/10.1007/978-3-319-47653-7
    ISBN: 9783319476537
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W9313305 電子資源 11.線上閱覽_V 電子書 EB RC386.6.E43 S623 2016 一般使用(Normal) 在架 0
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