• DocumentCode
    1776463
  • Title

    A study on the changes in the autonomic nervous system and cardio-electric physiology after viewing comedy movie clip: A case study

  • Author

    Nayak, Shriguru ; Champaty, Biswajeet ; Ray, Sanchita Saha ; Pal, K.

  • Author_Institution
    Dept. of Biotechnol. & Med. Eng., Nat. Inst. of Technol.-Rourkela, Rourkela, India
  • fYear
    2014
  • fDate
    10-11 July 2014
  • Firstpage
    1039
  • Lastpage
    1042
  • Abstract
    Watching of comedy movies has been reported to alter the cardiac autonomic modulation. The study has been designed to investigate the autonomic modulation using heart rate variability (HRV) parameters. An attempt was made to understand whether the normal state can be classified from the post-stimulus state using artificial neural network (ANN) classification. Further, time domain and wavelet processed ECG signals were tried to be classified. ECG signals provide information about the cardiac physiology and the conduction pathway of the heart. The HRV results indicated sympathetic dominance after watching the comedy movie clip. A classification efficiency of 97.5 % was achieved using RBF algorithm. Time domain parameters showed a classification efficiency of 92.50% using RBF algorithm whereas the classification efficiency was 100.00 % for the wavelet processed signals using both RBF and MLP algorithms. The results indicated that watching of the comedy movies either alters the conduction pathway or the cardiac physiology.
  • Keywords
    electrocardiography; medical signal processing; multilayer perceptrons; neurophysiology; radial basis function networks; signal classification; ANN classification; ECG signal processing; HRV parameters; MLP algorithm; RBF algorithm; artificial neural network; autonomic nervous system; cardiac autonomic modulation; cardioelectric physiology; comedy movie clip; heart rate variability; Artificial neural networks; Electrocardiography; Heart rate variability; Motion pictures; Physiology; Reactive power; Time-domain analysis; ANN; HRV; comedy; wavelet;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control, Instrumentation, Communication and Computational Technologies (ICCICCT), 2014 International Conference on
  • Conference_Location
    Kanyakumari
  • Print_ISBN
    978-1-4799-4191-9
  • Type

    conf

  • DOI
    10.1109/ICCICCT.2014.6993113
  • Filename
    6993113