Anterior cingulate cortex provides the neural substrates for feedback-driven iteration of decision and value
Wenqi Chen1, Jiejunyi Liang2, Qiyun Wu2
1Department of Neurobiology, School of Basic Medicine, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, China.
The anterior cingulate cortex (ACC) helps mice adapt decision-making by updating internal values based on feedback. This neural activity drives learning rates and strategy switching in dynamic environments.
Area of Science:
- Neuroscience
- Cognitive Science
- Computational Neuroscience
Background:
- Decision-making under uncertainty requires adapting strategies based on feedback.
- The anterior cingulate cortex (ACC) is implicated in processing error and reward signals that guide behavioral adaptation.
- The precise neural mechanisms by which the ACC encodes stimulus-action mapping changes and drives decision adaptation remain unclear.
Purpose of the Study:
- To investigate how anterior cingulate cortex (ACC) neural activity encodes dynamic stimulus-action contingencies during behavioral adaptation.
- To elucidate the role of ACC neuronal computations in driving adaptive decision-making strategies.
- To understand the feedback-driven updating system within the ACC that facilitates appropriate decision switches.
Main Methods:
- Tracking single-unit activity in the ACC of male mice performing go/no-go auditory discrimination tasks.
- Manipulating stimulus-reward contingencies to induce behavioral adaptation.
- Utilizing optogenetic suppression of ACC activity to assess its causal role in decision switching.
Main Results:
- Individual ACC neurons were found to integrate outcome information, updating value representations for subsequent trials.
- Dynamic recruitment of ACC neurons determined the learning rate for error-guided value iteration and decision adaptation.
- Optogenetic suppression of the ACC significantly impaired feedback-driven decision switching, while established strategy execution remained unaffected.
Conclusions:
- The ACC functions as a non-linear, feedback-driven updating system crucial for adaptive decision-making.
- ACC neuronal ensembles dynamically encode learning rates and facilitate appropriate strategy switching in response to changing environmental contingencies.
- The ACC plays a causal role in feedback-driven decision adaptation, essential for navigating uncertain and dynamic situations.
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