Evidence accumulation from experience and observation in the cingulate cortex
Ruidong Chen1,2, Setayesh Radkani1,2, Neelima Valluru2
1Department of Brain & Cognitive Sciences, Massachusetts Institute of Technology, Cambridge, MA, USA.
Humans and monkeys integrate personal experiences and social observations to form beliefs. The anterior cingulate cortex (ACC) in the brain processes this evidence, showing how we learn in social settings.
Area of Science:
- Neuroscience
- Cognitive Science
- Primate Behavior
Background:
- Beliefs about the world are formed and updated through personal experiences and by observing others.
- The neural mechanisms for integrating experiential and observational evidence remain largely unknown.
Purpose of the Study:
- To investigate how the brain integrates experiential and observational evidence for belief updating.
- To identify the neural substrates involved in social learning and evidence accumulation.
Main Methods:
- A two-player game with volatile hidden states was used to study evidence integration in humans and monkeys.
- Electrophysiological recordings were performed in animals during the task.
- Analysis of population activity geometry to understand computational architecture.
Main Results:
- Both humans and monkeys updated beliefs using both experiential and observational evidence, with experiential evidence being more effective.
- The anterior cingulate cortex (ACC) was identified as a key region integrating these independent evidence streams.
- Neural population activity geometry provided insights into the integration process and behavioral asymmetry.
Conclusions:
- The anterior cingulate cortex (ACC) forms a coherent neural representation of dynamic beliefs by integrating diverse evidence sources.
- This study elucidates the neural basis for evidence accumulation in social contexts within the primate brain.
- Findings offer a foundation for understanding social cognition and decision-making under uncertainty.
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