The neural basis of predictive pursuit

Seng Bum Michael Yoo, Jiaxin Cindy Tu, Steven T. Piantadosi, Benjamin Yost Hayden

Research output: Contribution to journalArticlepeer-review

11 Scopus citations

Abstract

It remains unclear whether and, if so, how nonhuman animals make on-the-fly predictions during pursuit. Here we used a novel laboratory pursuit task that incentivizes the prediction of future prey positions. We trained three macaques to perform a joystick-controlled pursuit task in which prey follow intelligent escape algorithms. Subjects aimed toward the likely future positions of the prey, which indicated that they generate internal predictions and use these to guide behavior. We then developed a generative model that explains real-time pursuit trajectories and showed that our subjects use prey position, velocity and acceleration to make predictions. We identified neurons in the dorsal anterior cingulate cortex whose responses track these three variables. These neurons multiplexed prediction-related variables with a distinct and explicit representation of the future position of the prey. Our results provide a clear demonstration that the brain can explicitly represent future predictions and highlight the critical role of anterior cingulate cortex for future-oriented cognition.

Original languageEnglish (US)
Pages (from-to)252-259
Number of pages8
JournalNature neuroscience
Volume23
Issue number2
DOIs
StatePublished - Feb 1 2020

Bibliographical note

Funding Information:
The authors thank A. Thomé for his critical role in designing the task, for devising the training protocols and for developing our joysticks. They thank M. Mancarella for his critical help with joystick training, and appreciate invaluable help from M. Schieber, A. Rouse and S. Heilbronner. This work was supported by an award from the Templeton Foundation to B.Y.H. and by an R01 from NIDA (DA038615).

Publisher Copyright:
© 2020, The Author(s), under exclusive licence to Springer Nature America, Inc.

PubMed: MeSH publication types

  • Journal Article
  • Research Support, N.I.H., Extramural
  • Research Support, Non-U.S. Gov't

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