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The convergence of a neuromuscular impulse response towards a lognormal, from theory to practice

Réjean Plamondon, Chunhua Feng and Moussa Djioua

Technical Report (2008)

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Lognormal functions have been found among the best descriptors of the impulse response of neuromuscular systems under various experimental conditions. This arises from the fact that lognormal patterns automatically emerge when a large number of coupled systems interact to produce a response. This paper evaluates the error of convergence towards a lognormal. Under the umbrella of the Central Limit Theorem, the error functions for lognormal and delta-lognormal equations are derived and analyzed. It is shown that these errors can be computed from the estimated values of the lognormal parameters, without any explicit reference to the number of subsystems involved. The resulting theoretical framework is then exploited in three applications: the comparative benchmarking of parameter extraction algorithms, the validation of the results in analysis-by-synthesis experiments and the estimation of the range of acceptable movement times in tests involving rapid movements.

Subjects: 2500 Electrical and electronic engineering > 2500 Electrical and electronic engineering
2700 Information technology > 2717 Modelling and simulation studies
Department: Department of Electrical Engineering
Research Center: Other
Grant number: RGPIN-915
PolyPublie URL: https://publications.polymtl.ca/2630/
Report number: EPM-RT-2008-08
Date Deposited: 05 Oct 2017 11:36
Last Modified: 09 Apr 2024 02:25
Cite in APA 7: Plamondon, R., Feng, C., & Djioua, M. (2008). The convergence of a neuromuscular impulse response towards a lognormal, from theory to practice. (Technical Report n° EPM-RT-2008-08). https://publications.polymtl.ca/2630/


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