Persistent coding of outcome-predictive cue features in the rat nucleus accumbens

Elife. 2018 Sep 20:7:e37275. doi: 10.7554/eLife.37275.

Abstract

The nucleus accumbens (NAc) is important for learning from feedback, and for biasing and invigorating behaviour in response to cues that predict motivationally relevant outcomes. NAc encodes outcome-related cue features such as the magnitude and identity of reward. However, little is known about how features of cues themselves are encoded. We designed a decision making task where rats learned multiple sets of outcome-predictive cues, and recorded single-unit activity in the NAc during performance. We found that coding of cue identity and location occurred alongside coding of expected outcome. Furthermore, this coding persisted both during a delay period, after the rat made a decision and was waiting for an outcome, and after the outcome was revealed. Encoding of cue features in the NAc may enable contextual modulation of on-going behaviour, and provide an eligibility trace of outcome-predictive stimuli for updating stimulus-outcome associations to inform future behaviour.

Keywords: credit assignment; motivated behavior; neuroscience; rat; reinforcement learning.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Animals
  • Behavior, Animal / physiology*
  • Conditioning, Operant / physiology
  • Decision Making
  • Formative Feedback*
  • Motivation / physiology*
  • Nucleus Accumbens / physiology*
  • Rats
  • Reward

Grants and funding

The funders had no role in study design, data collection and interpretation, or the decision to submit the work for publication.