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| Zajednički prostorni uzorak× | Analiza mišićnih sinergija× | |
|---|---|---|
| Područje | Biomehanika | Biomehanika |
| Obitelj | Process / pipeline | Process / pipeline |
| Godina nastanka≠ | 2000 | 1999 |
| Tvorac≠ | Herbert Ramoser | Marc Tresch |
| Vrsta≠ | Spatial filtering and feature extraction | Dimensionality reduction and pattern extraction |
| Temeljni izvor≠ | Ramoser, H., Mueller-Gerking, J., & Pfurtscheller, G. (2000). Optimal spatial filtering of single trial EEG during imagined hand movement. IEEE Transactions on Rehabilitation Engineering, 8(4), 441-446. DOI ↗ | Tresch, M. C., Saltiel, P., Bizzi, E., & Bizzi, E. (1999). The construction of movement by the spinal cord. Nature Neuroscience, 2(2), 162-167. DOI ↗ |
| Drugi nazivi | CSP, Spatial filtering, CSP decomposition | Motor synergy, Synergy extraction, Motor primitives |
| Srodne | 3 | 3 |
| Sažetak≠ | Common Spatial Pattern (CSP) is a spatial filtering technique that identifies electrode combinations that maximize the variance difference between two classes of EEG activity, typically used in brain-computer interfaces to enhance motor imagery discrimination. Introduced by Ramoser and colleagues in 2000, CSP has become a standard feature extraction method in BCI research. | Muscle synergy analysis decomposes complex motor behavior into a small set of coactivated muscle groups (synergies or motor primitives). Pioneered by Marc Tresch and colleagues studying frog motor control, this approach reveals how the nervous system simplifies the control of many muscles by organizing them into task-relevant combinations. |
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