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Updated: Aug 6, 2026

Quantifying Infra-slow Dynamics of Spectral Power and Heart Rate in Sleeping Mice
Published on: August 2, 2017
Sleep reveals dynamics integrating and segregating movement and stimulus representations in V1
Eliezyer Fermino de Oliveira1, Soyoun Kim1, Tian Season Qiu1
1Dominick P. Purpura Department of Neuroscience, Albert Einstein College of Medicine, Bronx, NY, USA.
The primary visual cortex (V1) uses intrinsic dynamics to organize movement and sensory information. This structure allows for integrated representations on-manifold and segregated representations off-manifold, minimizing interference.
Area of Science:
- Neuroscience
- Computational Neuroscience
- Systems Neuroscience
Background:
- The primary visual cortex (V1) processes complex visual information, including movement and stimuli.
- Understanding how V1 organizes these representations within neuronal populations is crucial.
- Intrinsic circuit dynamics during sleep (non-REM sleep) may provide insights into V1 organization.
Purpose of the Study:
- To investigate the relationship between movement/stimulus representations and intrinsic circuit dynamics in mouse V1.
- To explore how V1 neuronal activity is structured by low-dimensional dynamics during non-REM sleep.
Main Methods:
- Extracellular recordings were performed in deep layers of mouse V1.
- Neuronal activity was analyzed during non-REM sleep to identify intrinsic dynamics.
- The distribution of movement and stimulus representations relative to these dynamics was examined.
Main Results:
- Non-REM sleep revealed distinct dynamical subspaces: 'on-manifold', 'off-manifold', and 'unstructured'.
- Both movement and stimulus representations were found on-manifold, interacting additively.
- Stimulus representations were also found off-manifold, where they were segregated from movement activity.
- Off-manifold coding involved population-sparse activity in specific neurons, linking dimensionality to sparse coding.
Conclusions:
- Intrinsic dynamics in V1 constrain neuronal activity, creating a structured substrate.
- This structure balances the integration of movement and stimulus information on-manifold.
- Segregation of stimulus representations off-manifold minimizes interference from movement-related activity.
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