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Developing control-theoretic objectives for large-scale brain dynamics and cognitive enhancement.

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  • 1Electrical and Systems Engineering, Washington University in St. Louis, St. Louis, 63130, MO, USA.

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This summary is machine-generated.

Brain stimulation technologies offer new ways to precisely control brain activity for therapeutic and research purposes. Future work will focus on advanced control strategies to modulate complex cognitive functions like memory and attention.

Keywords:
Brain dynamicsBrain stimulationNeural reachabilityNeurocontrol theory

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Area of Science:

  • Neuroscience
  • Biomedical Engineering
  • Control Theory

Background:

  • Brain stimulation technologies enable direct manipulation of the brain and nervous system.
  • These techniques show potential for modifying symptoms and behaviors.

Purpose of the Study:

  • To review progress in brain stimulation.
  • To outline challenges and research pathways for controlling cognitive functions.

Main Methods:

  • Review of recent advancements in brain stimulation techniques.
  • Discussion of control theory and engineering applications.
  • Exploration of frameworks for controlling neural computation.

Main Results:

  • Brain stimulation can modify specific symptoms and behaviors.
  • Optimization of techniques is needed for nuanced control.
  • Control theory is crucial for algorithmic strategies.

Conclusions:

  • Advanced control frameworks are required for modulating complex cognitive functions.
  • Exogenous control of cognition presents significant research opportunities.
  • Interdisciplinary approaches integrating engineering and neuroscience are vital.