Σύγκριση μεθόδων

	Κοινό Χωρικό Πρότυπο	Ανάλυση Συνεργειών Μυών
Πεδίο	Εμβιομηχανική	Εμβιομηχανική
Οικογένεια	Process / pipeline	Process / pipeline
Έτος προέλευσης	2000	1999
Δημιουργός	Herbert Ramoser	Marc Tresch
Τύπος	Spatial filtering and feature extraction	Dimensionality reduction and pattern extraction
Θεμελιώδης πηγή	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.	Tresch, M. C., Saltiel, P., Bizzi, E., & Bizzi, E. (1999). The construction of movement by the spinal cord. Nature Neuroscience, 2(2), 162-167.
Εναλλακτικές ονομασίες	CSP, Spatial filtering, CSP decomposition	Motor synergy, Synergy extraction, Motor primitives
Συναφείς	3	3
Σύνοψη	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.