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Related Experiment Video

Updated: Jun 6, 2026

New Framework for Understanding Cross-Brain Coherence in Functional Near-Infrared Spectroscopy (fNIRS) Hyperscanning Studies
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Published on: October 6, 2023

Causal and directional elements of global brain dynamics.

John Kochalka1,2, Anish Mitra3, Alexander D White1

  • 1Department of Bioengineering, Stanford University, Stanford, CA, USA.

Biorxiv : the Preprint Server for Biology
|June 5, 2026
PubMed
Summary

Researchers discovered conserved directional patterns in brain activity, revealing a causal control hierarchy within cortical networks. These large-scale dynamics are crucial for sensorimotor behavior and robust to state changes.

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Area of Science:

  • Neuroscience
  • Computational Neuroscience
  • Systems Neuroscience

Background:

  • Mammalian cognition relies on coordinated neural activity across large-scale brain networks.
  • Principles governing this large-scale neural integration are not well understood.

Purpose of the Study:

  • To uncover conserved spatiotemporal regularities in spontaneous cortex-wide neural activity.
  • To identify governing principles of large-scale neural integration in the mammalian brain.

Main Methods:

  • Developed novel genetically-encoded activity sensors for cortex-wide neural recording over long timescales.
  • Applied unbiased computation to identify directional spatiotemporal elements in neural activity.
  • Utilized patterned optogenetic stimulation and activity imaging to test causal rules.
  • Investigated drug effects on neural dynamics and element structure.
  • Employed all-optical sensing/control in a visual detection task.

Main Results:

  • Identified conserved directional spatiotemporal patterns (directional elements) across neuronal cell types and frequency spectra, including gamma rhythms.
  • Discovered that the propagation structure of these elements encodes a causal control hierarchy, with source regions driving recruitment.
  • Demonstrated robustness of directional element structure to psychotropic drugs, despite reshaping of network dynamics.
  • Showed contributions of these conserved dynamics to enhanced sensorimotor behavioral performance.

Conclusions:

  • Conserved large-scale cortical dynamics, characterized by directional elements and a causal hierarchy, play a fundamental role in mammalian cognition.
  • These principles of neural integration are stable across different neural and behavioral states.
  • Targeting these dynamics offers insights into neural computation and sensorimotor behavior.