Brain Inspired

BI 118 Johannes Jäger: Beyond Networks

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Nov 1, 2021
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INSIGHT

Limits of Dynamical Systems Models

  • Biological network diagrams are often presented as explanations, but they don't truly explain anything.
  • They merely illustrate the system's complexity without revealing underlying mechanisms.
ANECDOTE

From Dynamical Systems to Process Thinking

  • Johannes Jäger's early research used dynamical systems modeling to study gene regulatory networks.
  • He later realized that these methods, while rooted in a network view, failed to capture organisms' dynamic structure changes.
INSIGHT

The Importance of Process Thinking

  • A true process thinker must abandon fixed structures in their models.
  • Dynamical systems theory can only capture small aspects of development and evolution, not organismal agency.
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