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The Adventures of Fundi Intervention Based on the Cognitive and Emotional Processing in Attention Deficit Hyperactive Disorder Patients
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The Adventures of Fundi Intervention Based on the Cognitive and Emotional Processing in Attention Deficit Hyperactive Disorder Patients

Published on: June 12, 2020

Letting the brain speak for itself.

Gerhard Werner1

  • 1Department of Biomedical Engineering, University of Texas at Austin Austin, TX, USA.

Frontiers in Physiology
|October 1, 2011
PubMed
Summary
This summary is machine-generated.

This study suggests moving beyond computational metaphors to understand brain function. It proposes using complex systems dynamics and fractional calculus for a more intrinsic view of neural processes.

Keywords:
complex networkscriticalitycyberneticsfractional calculus

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Published on: July 31, 2007

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Perspectives on Neuroscience
26:41

Perspectives on Neuroscience

Published on: July 31, 2007

Area of Science:

  • Theoretical Neuroscience
  • Complex Systems Dynamics
  • Neural System Function

Background:

  • Traditional computational and information metaphors may obscure intrinsic neural processes.
  • Observer's role in data collection and interpretation can influence understanding.
  • Neural systems exhibit self-referential modes and self-organization towards critical states.

Purpose of the Study:

  • To propose a new framework for understanding neural system functions.
  • To shift focus from observer-dependent interpretations to intrinsic neural dynamics.
  • To highlight the need for advanced mathematical tools in theoretical neuroscience.

Main Methods:

  • Adopting a Complex System Dynamics perspective.
  • Analyzing non-ergodic and non-stationary processes.
  • Utilizing inverse-power-law statistical distributions.
  • Applying Fractional Calculus and Random Walk models with long-term memory.

Main Results:

  • Identified intrinsic neural modes independent of observer bias.
  • Characterized neural self-organization towards critical states.
  • Demonstrated the fractal nature of local cooperative neural processes.

Conclusions:

  • A paradigm shift is needed, moving beyond computational metaphors.
  • Complex System Dynamics offers a more intrinsic view of neural function.
  • Fractional Calculus and memory-dependent Random Walks are essential tools for theoretical neuroscience.