Statistical test for peri-stimulus time histograms in assessing motor neuron activity

J. Ushiba, Y. Tomita, Y. Masakado, Y. Komune, Yoshihiro Muraoka

Research output: Contribution to journalArticle

4 Citations (Scopus)

Abstract

The peri-stimulus time histogram is a valuable tool for evaluating neural connections in humans. To detect the degree to which a conditioning stimulus to a sensory nerve modulates motor neuron activity, a histogram of motor unit spike intervals after a conditioning stimulus is measured. This histogram allows the effect of the conditioning stimulus to be visualised. By comparison with a reference histogram of motor unit spike intervals after a sham stimulus, the noise caused by spontaneous firing sway can be removed. However, no valid statistical test has yet been developed to separate the physiological effect from the spontaneous sway and statistical noise. A computational method has been proposed to detect modulation caused by a conditioning stimulus. To clarify the effect of a conditioning stimulus, this new method used reference histograms to calculate a confidence interval. A simulated experiment demonstrated that about 2000 re-samplings were sufficient to estimate a confidence interval for a histogram with 1 ms bin width constructed from 300 triggers. Testing of the experimental data, measured from the tibialis anterior muscles during the elicitation of the excitatory spinal reflex, confirmed that significant peaks were produced at 30, 34, 35 and 38 ms after the conditioning stimulus. These correspond appropriately to the delay of the spinal reflex.

Original languageEnglish
Pages (from-to)462-468
Number of pages7
JournalMedical and Biological Engineering and Computing
Volume40
Issue number4
Publication statusPublished - 2002 Jul
Externally publishedYes

Fingerprint

Statistical tests
Motor Neurons
Neurons
Motor Activity
Bins
Computational methods
Reflex
Muscle
Modulation
Confidence Intervals
Sampling
Testing
Noise
Conditioning (Psychology)
Experiments
Muscles

Keywords

  • Re-sampling
  • Statistics
  • Triggered peri-stimulus time histograms

ASJC Scopus subject areas

  • Biomedical Engineering
  • Health Informatics
  • Health Information Management
  • Computer Science Applications
  • Computational Theory and Mathematics

Cite this

Statistical test for peri-stimulus time histograms in assessing motor neuron activity. / Ushiba, J.; Tomita, Y.; Masakado, Y.; Komune, Y.; Muraoka, Yoshihiro.

In: Medical and Biological Engineering and Computing, Vol. 40, No. 4, 07.2002, p. 462-468.

Research output: Contribution to journalArticle

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