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Critical Scaling of Novelty in the Cortex
Tiago L Ribeiro1, Ali Vakili1, Bridgette Gifford1
1Section on Critical Brain Dynamics, National Institute of Mental Health, Bethesda, MD, USA.
Novel spikes in the visual cortex powerfully influence neighboring neurons, enabling robust novelty detection. This critical brain dynamics mechanism efficiently transmits new information, even amid high variability.
Area of Science:
- Neuroscience
- Computational Neuroscience
- Systems Neuroscience
Background:
- Adaptive behavior relies on detecting novel events in uncertain environments.
- The primary visual cortex processes visual information and exhibits complex activity patterns.
Purpose of the Study:
- Investigate the propagation of holographically triggered, unanticipated action potentials in the mouse primary visual cortex.
- Understand pyramidal neuron communication and its role in novelty detection.
Main Methods:
- Used holographic stimulation to trigger novel action potentials in pyramidal neurons.
- Recorded neuronal responses in the primary visual cortex of resting mice.
- Performed simulations to model perturbation effects and system dynamics.
Main Results:
- Novel spikes disproportionately influence neighboring neurons, with response scaling as a power law (exponent ~0.2-0.3).
- A few novel spikes can recruit a large fraction of the local network.
- Robust decoding of perturbation origin is possible despite high variability and neuronal avalanches.
Conclusions:
- Critical dynamics in the brain facilitate efficient transmission of novel signals.
- This mechanism provides a fundamental basis for cortical novelty detection.
- Neuronal avalanches and scale-invariant activity support signal propagation.
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