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Complexity of the Electroencephalogram of the Sprague-Dawley Rat

Smith, Phillip James

Abstract Details

2010, Doctor of Philosophy, Case Western Reserve University, EECS - System and Control Engineering.
Complexity measures, spectral entropy, approximate entropy, and sample entropy are described and applied to an archive of electroencephalogram traces from a series of 32 male Sprague-Dawley rats to evaluate effects of maternal deprivation and alertness states on the recorded traces. Also, the method of surrogate data is described and applied to evaluate the traces for evidence of non-stochastic structure. A novel technique for assessing the significance of the surrogate data results for multiple epochs of the traces was developed and applied.
Kenneth Loparo, Dr. (Committee Chair)
Vira Chankong, Dr (Committee Member)
Kingman Strohl, Dr (Committee Member)
Pingfu Feng, Dr (Committee Member)
176 p.

Recommended Citations

Citations

  • Smith, P. J. (2010). Complexity of the Electroencephalogram of the Sprague-Dawley Rat [Doctoral dissertation, Case Western Reserve University]. OhioLINK Electronic Theses and Dissertations Center. http://rave.ohiolink.edu/etdc/view?acc_num=case1277913687

    APA Style (7th edition)

  • Smith, Phillip. Complexity of the Electroencephalogram of the Sprague-Dawley Rat. 2010. Case Western Reserve University, Doctoral dissertation. OhioLINK Electronic Theses and Dissertations Center, http://rave.ohiolink.edu/etdc/view?acc_num=case1277913687.

    MLA Style (8th edition)

  • Smith, Phillip. "Complexity of the Electroencephalogram of the Sprague-Dawley Rat." Doctoral dissertation, Case Western Reserve University, 2010. http://rave.ohiolink.edu/etdc/view?acc_num=case1277913687

    Chicago Manual of Style (17th edition)