SYNS {musclesyneRgies} | R Documentation |
Muscle synergies example
Description
A list created by synsNMF containing muscle synergies extracted from 15 humans walking on a treadmill.
Usage
SYNS
Format
A list containing 15 objects of class musclesyneRgies
, each of which represents
a walking trial from a different person.
ID0012_TW_01
ID0001_TW_01
ID0002_TW_01
ID0003_TW_01
ID0004_TW_01
ID0005_TW_01
ID0006_TW_01
ID0007_TW_01
ID0008_TW_01
ID0009_TW_01
ID0010_TW_01
ID0011_TW_01
ID0012_TW_01
ID0013_TW_01
ID0014_TW_01
ID0015_TW_01
Objects of class
musclesyneRgies
containing the following items:syns
Factorisation rank or minimum number of synergies.
M
Motor modules (time-invariant coefficients)
P
Motor primitives (time-dependent coefficients)
V
Original data, muscles named as:
ME=gluteus medius
MA=gluteus maximus
FL=tensor fasciae latae
RF=rectus femoris
VM=vastus medialis
VL=vastus lateralis
ST=semitendinosus
BF=biceps femoris
TA=tibialis anterior
PL=peroneus longus
GM=gastrocnemius medialis
GL=gastrocnemius lateralis
SO=soleusVr
Reconstructed data, muscles named as in
Vr
iterations
Number of iterations to convergence
R2
Quality of reconstruction (coefficient of determination)
classification
Classification type (e.g.,
none
,k-means
,NMF
, etc.)
Source
doi:10.1016/j.isci.2019.100796