Neurons in posterior cingulate cortex signal exploratory decisions in a dynamic multioption choice task
John M Pearson1, Benjamin Y Hayden, Sridhar Raghavachari
1Department of Neurobiology, Duke University School of Medicine and Center for Neuroeconomic Studies, Duke University, Durham, NC 27710, USA. pearson@neuro.duke.edu
The posterior cingulate cortex (CGp) integrates reward, uncertainty, and location to balance exploration and exploitation. CGp neurons predict upcoming strategy choices in dynamic environments.
Area of Science:
- Neuroscience
- Cognitive Neuroscience
- Decision Science
Background:
- Adaptive behavior requires balancing exploitation and exploration in dynamic environments.
- Previous research implicated several brain regions but lacked understanding of neuronal mechanisms for strategy selection.
Purpose of the Study:
- To investigate the role of the posterior cingulate cortex (CGp) in integrating variables for strategic decision-making.
- To understand the neuronal mechanisms underlying the balance between exploration and exploitation.
Main Methods:
- Recording neuronal activity in the CGp of monkeys performing a dynamic foraging task.
- Analyzing CGp neuron firing rates in relation to exploratory and exploitative decisions.
Main Results:
- CGp neurons were found to distinguish between exploratory and exploitative decisions.
- The firing rates of CGp neurons graded the likelihood of upcoming strategy selection.
- This encoding was independent of target switching and absolute reward magnitude.
Conclusions:
- The posterior cingulate cortex (CGp) plays a crucial role in integrating diverse variables for dynamic strategy modification.
- CGp neurons contribute to balancing exploitation and exploration by integrating outcomes and environmental statistics.
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