Published May 20, 2021 | Version v1
Journal article Open

Maximally efficient prediction in the early fly visual system may support evasive flight maneuvers

  • 1. University of Chicago
  • 2. Hebrew University of Jerusalem
  • 3. Max Planck Institute of Neurobiology

Description

The visual system must make predictions to compensate for inherent delays in its processing. Yet little is known, mechanistically, about how prediction aids natural behaviors. Here, we show that despite a 20-30ms intrinsic processing delay, the vertical motion sensitive (VS) network of the blowfly achieves maximally efficient prediction. This prediction enables the fly to fine-tune its complex, yet brief, evasive flight maneuvers according to its initial ego-rotation at the time of detection of the visual threat. Combining a rich database of behavioral recordings with detailed compartmental modeling of the VS network, we further show that the VS network has axonal gap junctions that are critical for optimal prediction. During evasive maneuvers, a VS subpopulation that directly innervates the neck motor center can convey predictive information about the fly's future ego-rotation, potentially crucial for ongoing flight control. These results suggest a novel sensory-motor pathway that links sensory prediction to behavior.

Data availability

The paper is a theoretical work and does not contain experimental data. All the parameters and open source software packages required to reproduce our simulation and results are specified in this Materials and Methods section. We prepared a github repository https://github.com/siwei-wang/VS_pred including all intermediate data and code we used to generate figures in the manuscript.

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journal.pcbi.1008965.pdf

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Additional details

Identifiers

DOI
10.1371/journal.pcbi.1008965
Other
oai:uchicago.tind.io:5958

Funding

Gatsby Charitable Foundation
Max Planck Hebrew University Center for Sensory Processing of the Brain in Action
National Science Foundation
CAREER award
National Science Foundation
Center for the Physics of Biological Function
National Institutes of Health
BRAIN

UChicago Information

Division(s)
Biological Sciences Division, Physical Sciences Division
Department(s)
Organismal Biology and Anatomy, Physics