NeurosciencebioRxiv
Systematic exploration of unsupervised methods for mapping behavior
Jeremy G Todd, Jamey S Kain, Benjamin de Bivort
The paper evaluates seven unsupervised clustering methods for mapping fly leg behavior, finding that higher-dimensional clustering improves performance and reveals distinct fore and hind leg behavioral modes.
DOI 10.1088/1478-3975/14/1/015002