Differential encoding of temporal context and expectation under representational drift across hierarchically
David G Wyrick1,2, Nicholas Cain2, Rylan S Larsen2
1Department of Biology and Institute of Neuroscience, University of Oregon.
Biorxiv : the Preprint Server for Biology
|June 19, 2023
Summary
Neural circuits in the visual cortex encode temporal context and expectations, challenging classic stimulus-response models. Different brain areas show distinct responses to expected versus unexpected visual stimuli, supporting predictive coding theories.
Area of Science:
- Neuroscience
- Computational Neuroscience
Background:
- The traditional view of sensory cortices encoding only incoming stimuli is challenged by recent findings.
- Behavioral state, movement, and trial history significantly influence neural responses, but the role of context and expectation remains unclear.
Approach:
- Investigated neural responses to expected and unexpected naturalistic visual stimuli in primary visual cortex (V1), posterior medial area (PM), and retrosplenial cortex (RSP) of behaving mice using 2-photon imaging.
- Analyzed how temporal context and expectation modulate neural population activity and its hierarchical organization.
Key Points:
- Image identity encoding decreased along the visual hierarchy (V1 to RSP).
- Temporal context and image identity were conjunctively encoded and modulated by expectations.
- V1 and PM showed enhanced responses to unexpected stimuli (oddballs), signaling expectation violation.
- RSP responses to oddballs mimicked the expected stimulus, suggesting a different predictive coding role.
Conclusions:
- Hierarchically connected visual areas differentially encode temporal context and expectation, aligning with predictive coding.
- Neural responses exhibit rapid representational drift, with RSP drift being stimulus-independent, possibly for internal temporal modeling.
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