Predictive coding and oscillations underlie the optomotor response in distant insect lineages
Dauzere-Peres, O.; de Wever, S.; Wystrach, A.
Show abstract
The optomotor response (OMR) refers to animals distinctive turning response to rotating visual stimuli. It is assumed to be a predictable Stimulus-Response (S-R) behavior. Here we show in two phylogenetically and ecologically distant insects (ants and earwigs) that it is not the case. Insects turning responses were not determined by the detected visual-motion, but by the computation of optic flow prediction errors, which we could infer by manipulating the visual-feedback expected from their own movements. Moreover, both insects displayed regular oscillations of angular velocity, which were modulated by the prediction errors. This produces a closed-loop system yielding complex dynamics and a stochastic moment-to-moment behavior, which can be captured with a simple predictive computational model. We conclude that internal oscillators and predictive coding, as well as their closed-loop interaction, are ancestral features of insect brains conserved across more than 350 million years. The OMR is a by-product of this control system and appears deterministic only when averaging animals responses.
Matching journals
The top 3 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Integration of parallel pathways for flight control in a hawkmoth reflects prevalence and relevance of natural visual cues 97%
- Walking Drosophila navigate complex plumes using stochastic decisions biased by the timing of odor encounters 96%
- Descending neuron population dynamics during odor-evoked and spontaneous limb-dependent behaviors 96%
Similar papers in this journal
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.