2024
DOI: 10.1101/2024.03.05.583541
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Time-separated Mutual Information Reveals Key Characteristics of Asymmetric Leader-Follower Interactions in Golden Shiners

Katherine Daftari,
Michael L. Mayo,
Bertrand H. Lemasson
et al.

Abstract: Leader-follower modalities and other asymmetric interactions that drive the collective motion of organisms are often quantified using information theory metrics like transfer or causation entropy. These metrics are difficult to accurately evaluate without a much larger amount of data than is typically available from a time series of animal trajectories collected in the field or from experiments. In this paper, we use a generalized leader follower model to argue that the time-separated mutual information betwee… Show more

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