Name
Title | ||
|---|---|---|
Visualization of trunk muscle synergies during sitting perturbations using self-organizing maps (SOM). |
Abstract | ||
|---|---|---|
The purpose of this study was to demonstrate the use of the self-organizing map (SOM) method for visualization, modeling, and comparison of trunk neuromuscular synergies during perturbed sitting. Thirteen participants were perturbed at the level of the sternum, in eight directions during sitting. Electromyographic (EMG) responses of ten trunk muscles involved in postural control were recorded. The... |
Year | DOI | Venue |
|---|---|---|
2012 | 10.1109/TBME.2012.2205577 | IEEE Transactions on Biomedical Engineering |
Keywords | Field | DocType |
Neuromuscular,Vectors,Electromyography,Mathematical model,Data visualization,Training | Computer vision,Data visualization,Computer science,Visualization,Electromyography,Self-organizing map,Postural control,Artificial intelligence,Sitting,Trunk muscles,Trunk | Journal |
Volume | Issue | ISSN |
59 | 9 | 0018-9294 |
Citations | PageRank | References |
2 | 0.52 | 2 |
Authors | ||
6 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Matija Milosevic | 1 | 3 | 1.23 |
| Kristiina M Valter McConville | 2 | 8 | 1.54 |
| Ervin Sejdic | 3 | 146 | 25.55 |
| Kei Masani | 4 | 2 | 1.20 |
| Matthew J. Kyan | 5 | 42 | 5.22 |
| Milos R. Popovic | 6 | 19 | 5.33 |