August 17, 2025Open Access

Sensory Inputs Drive Multi‑Scale Reorganization of Cortical Dynamics for Efficient Coding

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Analysis demonstrates that sensory inputs lower network critical temperature, enhancing decoding accuracy in cortical dynamics.

Using calcium imaging, sensory inputs reduce critical temperature in cortical networks, enhancing efficiency.
Sensory inputs decouple neuronal couplings, dissolving subnetworks while boosting overall representation.
Observational analysis tracks neural dynamics across thermodynamic, topological, and geometric scales in mice.
Findings highlight a causal link between microscale changes and a broader efficient coding framework in cortex.

Liu et al. (2025) studied this question.

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