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  • Liljenström, Hans (author)
  • Study on Single-Channel EEG Pattern Induced by Acupuncture
  • 2016
  • In: Advances in Cognitive Neurodynamics (V). - Singapore : Springer Singapore. - 9789811002076 ; :5, s. 485-491
  • Book chapter (peer-reviewed)abstract
    • A new approach for recognizing single-channel EEG pattern induced by acupuncture on acupoint of Zusanli was presented. EEG was decomposed by ensemble empirical mode decomposition (EEMD) into a small number of intrinsic mode functions (IMFs) based on intrinsic local characteristic time scale. The power, standard deviation, and analytic amplitude of first two IMFs expressed the difference between normal EEG and EEG affected by acupuncture. The two EEG patterns could be classified by extreme learning machine (ELM) with faster and better classification performance compared with BP. Similar classification accuracy of different channels indicated the global EEG pattern affected by acupuncture.
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  • Result 1-1 of 1
Type of publication
book chapter (1)
Type of content
peer-reviewed (1)
Author/Editor
Liljenström, Hans (1)
University
Swedish University of Agricultural Sciences (1)
Language
English (1)
Research subject (UKÄ/SCB)
Engineering and Technology (1)
Year
2016 (1)

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