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visual3d:documentation:statistics:find_representative_signal

Find Representative Signal

Find the signal that is most representative of a set of signals. This implementation is based on the following article:

Shadmehr R and Mussa-Ivaldi FA (1994) Adaptive Representation of Dynamics during Learning of a Motor Task. J. Neuroscience 14(5), pp 3208-3224.

Note: there is an error in the appendix that we have accounted for.

For example, to find the representative Knee Flexion Angle over the range RHS to RHS:

Find_Representative_Signal
/SIGNAL_TYPES=LINK_MODEL_BASED 
/SIGNAL_NAMES=RKNEE_ANGLE 
/SIGNAL_FOLDER=ORIGINAL 
/SIGNAL_COMPONENTS=X 
/EVENT_SEQUENCE=RHS+RHS 
! /EXCLUDE_EVENTS= 
! /NORMALIZE_RESULT_POINTS= 
/RESULT_NAME=RKNEE_ANGLE_REP 
! /RESULT_FOLDER=ORIGINAL 
;

The resulting signal RKNEE_ANGLE_REP is located in the GLOBAL::P2D folder.

visual3d/documentation/statistics/find_representative_signal.txt · Last modified: 2024/07/17 15:46 by sgranger