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Internally generated hippocampal sequences as a vantage point to probe future-oriented cognition.

Giovanni Pezzulo1, Caleb Kemere2, Matthijs A A van der Meer3

  • 1Institute of Cognitive Sciences and Technologies, National Research Council, Rome, Italy.

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Summary

Internally generated sequences (IGSs) in the rodent hippocampus, during theta and sharp wave-ripple states, reflect an inferential process. This unified view explains distinct cognitive functions based on network states and action-perception coupling.

Keywords:
future-oriented cognitiongenerative modelinternally generated hippocampal sequencespredictionprospection

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Area of Science:

  • Neuroscience
  • Computational Neuroscience
  • Cognitive Science

Background:

  • Hippocampal information processing relies on internally generated sequences (IGSs).
  • Two distinct network states, theta and sharp wave-ripple (SWR), express these IGSs.
  • Current understanding of IGS functions is fragmented.

Purpose of the Study:

  • To propose a unitary view of internally generated sequences (IGSs) in the rodent hippocampus.
  • To explain the diverse functional roles of IGSs through a unified computational principle.
  • To link IGSs to distinct network states and cognitive functions.

Main Methods:

  • Theoretical modeling of hippocampal function.
  • Review and synthesis of rodent electrophysiology and behavioral studies.
  • Computational principles applied to explain theta and SWR sequences.

Main Results:

  • IGSs reflect an inferential process sampling a policy from a generative model.
  • Theta sequences support online functions (decisions, prediction, encoding) via action-perception coupling.
  • SWR sequences support offline functions (consolidation, simulation, imagination) when decoupled.

Conclusions:

  • A unified inferential framework explains IGSs in different hippocampal network states.
  • The framework elucidates how distinct dynamical modes yield varied cognitive functions.
  • This principle offers insights into future-oriented cognition in humans.