RT Journal Article
SR Electronic
T1 The geometry of decision-making
JF bioRxiv
FD Cold Spring Harbor Laboratory
SP 2021.05.26.445795
DO 10.1101/2021.05.26.445795
A1 Vivek Hari Sridhar
A1 Liang Li
A1 Dan Gorbonos
A1 Máté Nagy
A1 Bianca R. Schell
A1 Timothy Sorochkin
A1 Nir S. Gov
A1 Iain D. Couzin
YR 2021
UL http://biorxiv.org/content/early/2021/05/27/2021.05.26.445795.abstract
AB Choosing among spatially-distributed options is a central challenge for animals, from deciding among alternative potential food sources or refuges, to choosing with whom to associate. Using an integrated theoretical and experimental approach (employing immersive virtual reality), we consider the interplay between movement and vectorial integration during decision-making regarding two, or more, options in space. In computational models of this process we reveal the occurrence of spontaneous and abrupt “critical” transitions (associated with specific geometrical relationships) whereby organisms spontaneously switch from averaging vectorial information among, to suddenly excluding one, among the remaining options. This bifurcation process repeats until only one option---the one ultimately selected---remains. Thus we predict that the brain repeatedly breaks multi-choice decisions into a series of binary decisions in space-time. Experiments with fruit flies, desert locusts, and larval zebrafish reveal that they exhibit these same bifurcations, demonstrating that across taxa and ecological context, we show that there exist fundamental geometric principles that are essential to explain how, and why, animals move the way they do.Competing Interest StatementThe authors have declared no competing interest.