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PLoS Comput Biol. 2008 Apr 25;4(4):e1000028. doi: 10.1371/journal.pcbi.1000028.

Dimensionality and dynamics in the behavior of C. elegans.

Author information

1
Lewis-Sigler Institute for Integrative Genomics, Princeton, New Jersey, United States of America. gstephen@princeton.edu

Abstract

A major challenge in analyzing animal behavior is to discover some underlying simplicity in complex motor actions. Here, we show that the space of shapes adopted by the nematode Caenorhabditis elegans is low dimensional, with just four dimensions accounting for 95% of the shape variance. These dimensions provide a quantitative description of worm behavior, and we partially reconstruct "equations of motion" for the dynamics in this space. These dynamics have multiple attractors, and we find that the worm visits these in a rapid and almost completely deterministic response to weak thermal stimuli. Stimulus-dependent correlations among the different modes suggest that one can generate more reliable behaviors by synchronizing stimuli to the state of the worm in shape space. We confirm this prediction, effectively "steering" the worm in real time.

PMID:
18389066
PMCID:
PMC2276863
DOI:
10.1371/journal.pcbi.1000028
[Indexed for MEDLINE]
Free PMC Article

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