• DocumentCode
    741171
  • Title

    Data compression of excitatory postsynaptic potentials

  • Author

    Hyejin An ; Kab-mun Cha ; Se-young Choi ; Hyun-Chool Shin

  • Author_Institution
    Dept. of Electron. Eng., Soongsil Univ., Seoul, South Korea
  • Volume
    51
  • Issue
    18
  • fYear
    2015
  • Firstpage
    1407
  • Lastpage
    1409
  • Abstract
    Reducing the size of biosignal data is important because a huge amount of data is made by various experiments. In this reported work excitatory postsynaptic potentials (EPSPs) which are one of the biosignal types are efficiently compressed. To the best of authors´ knowledge, EPSPs compression has not been studied yet. The EPSP signal has a feature that the adjacent signals in a single excitatory postsynaptic potential have similar characteristics. Using this feature, a method is proposed which removes the temporal redundancy and statistical redundancy of EPSPs. The compressed and reconstructed EPSPs are similar to the original signal without the loss of analytic information.
  • Keywords
    bioelectric potentials; data compression; medical signal processing; neurophysiology; signal reconstruction; statistical analysis; EPSP compression; EPSP reconstruction; biosignal data; data compression; excitatory postsynaptic potentials; statistical redundancy; temporal redundancy;
  • fLanguage
    English
  • Journal_Title
    Electronics Letters
  • Publisher
    iet
  • ISSN
    0013-5194
  • Type

    jour

  • DOI
    10.1049/el.2015.1133
  • Filename
    7229571