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Discretized representations in V1 predict suboptimal orientation discrimination
Julien Corbo1, O Batuhan Erkat1,2, John McClure1,2
1Center for Molecular and Behavioral Neuroscience, Rutgers University-Newark, Newark, NJ, USA.
Sensory cortex V1 neurons form categorical representations, not direct stimulus orientation, to guide decisions. This categorical integration of discretized features explains perceptual decision-making.
Area of Science:
- Neuroscience
- Computational Neuroscience
- Sensory Perception
Background:
- Neuronal population activity in sensory cortices underlies perceptual decisions.
- The relationship between neuronal information content and behavioral reports remains unclear.
- Reconciling neurometric and psychometric performance is crucial for understanding decision-making.
Purpose of the Study:
- To investigate how neuronal information in the primary visual cortex (V1) relates to behavioral reports in a sensory discrimination task.
- To understand the neural mechanisms underlying perceptual decisions.
- To bridge the gap between neural activity and behavioral outcomes.
Main Methods:
- Recorded V1 neuronal activity in mice performing a Go/NoGo orientation discrimination task.
- Analyzed neuronal representations around the discrimination threshold.
- Correlated neuronal activity patterns with decision probabilities.
Main Results:
- V1 neurons did not represent stimulus orientation directly at the discrimination threshold.
- V1 exhibited categorical representations with activity relocation in orientation space.
- Relative neuronal activity in discrete domains predicted decision probabilities.
Conclusions:
- Perceptual decisions may arise from the categorical integration of discretized feature representations from sensory cortices.
- V1's role in decision-making involves categorical, rather than purely continuous, stimulus representation.
- The findings offer a new perspective on how sensory information is transformed into behavioral choices.
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