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Novel stimuli evoke excess activity in the mouse primary visual cortex.

Jan Homann1, Sue Ann Koay2, Kevin S Chen2

  • 1Princeton Neuroscience Institute, Princeton University, Princeton, NJ 08544 jhomann@princeton.edu.

Proceedings of the National Academy of Sciences of the United States of America
|February 1, 2022
PubMed
Summary

Neural circuits distinguish novel from familiar images by increasing neuron activity. This novelty response adapts quickly, with the brain storing approximately 15 familiar images using adaptable neural mechanisms.

Keywords:
adaptationnovelty responsepredictive codingprimary visual cortexvisual system

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Area of Science:

  • Neuroscience
  • Computational Neuroscience

Background:

  • Understanding how neural circuits process and represent novel versus familiar sensory information is crucial for cognitive function.
  • The primary visual cortex (V1) plays a key role in initial visual processing.

Purpose of the Study:

  • To investigate the neural mechanisms underlying the representation of novel versus familiar visual inputs in the mouse primary visual cortex.
  • To quantify the brain's capacity for storing familiar visual information.

Main Methods:

  • Two-photon calcium imaging was used to record activity from layer 2/3 neurons in the mouse primary visual cortex.
  • Mice were presented with repeated image sets containing sparsely substituted novel images.

Main Results:

  • Novel images elicited a rapid and significant increase in neuronal activity, with a time constant of 2.6 ± 0.9 s.
  • Repeated exposure to new image sets led to decaying elevated activity, stabilizing within 1.4 ± 0.4 s.
  • The amplitude of the novelty response decreased as the number of familiar images increased, suggesting a storage capacity of approximately 15 images.

Conclusions:

  • Local neural circuits can dynamically differentiate between novel and familiar sensory inputs.
  • Generic and widely available neural mechanisms, such as adaptive subunit models with gain control, can explain these representational differences.
  • The findings provide insights into the adaptive capabilities of neural circuits in visual processing and memory formation.