Shifts in attention drive context-dependent subspace encoding in anterior cingulate cortex during decision making.
Márton Albert Hajnal1, Duy Tran2,3, Zsombor Szabó1
1Department of Computational Sciences, Wigner Research Center for Physics, Budapest, 1121, Hungary.
The anterior cingulate cortex (ACC) uses internal cues to suppress irrelevant stimuli, unlike the visual cortex (V1). This brain region effectively combines sensory information with internal goals to guide decisions during conflict.
Area of Science:
- Neuroscience
- Cognitive Science
Background:
- Attention selects percepts using external cues or internal goals.
- Neural mechanisms involve enhancing attended information and inhibiting distractors.
- Internal cue-based attention from conflicting stimuli remains poorly understood.
Approach:
- Recorded neural activity in the anterior cingulate cortex (ACC) during an attention-shifting task in mice.
- Utilized analytical tools and a recurrent neural network (RNN) model to analyze neural representations.
- Compared ACC findings with previous studies in the primary visual cortex (V1).
Key Points:
- ACC neurons showed decreasing decodability of irrelevant stimuli, unlike V1.
- A RNN model revealed ACC's suitability for context-gated suppression via specific connection structures.
- Neural network predictions on contextual modulation correlated with neuronal responsiveness in ACC, but not V1.
Conclusions:
- The ACC employs low-dimensional neuronal subspaces to integrate stimulus information with internal cues.
- This mechanism facilitates context-gated suppression of irrelevant stimuli for action selection under conflict.
- Findings highlight distinct roles of ACC and V1 in attention and decision-making.
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