Brain Inspired

BI 143 Rodolphe Sepulchre: Mixed Feedback Control

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Aug 5, 2022
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ANECDOTE

Discovery of Mixed Feedback in Neurons

  • Rodolphe Sepulchre discovered neurons' mixed positive and negative feedback by simplifying a computational model.
  • This insight linked calcium channels to a broader, multi-scale feedback control motif.
INSIGHT

Balance Defines Neural Functionality

  • Balancing positive and negative feedback in neurons allows continuous control between memory and processing modes.
  • This boundary, a mathematical singularity, underlies ultrassensitivity and spiking behavior.
INSIGHT

Robustness in Mixed Feedback Control

  • Mixed feedback systems exhibit robustness due to a narrow positive feedback range embedded in broad negative feedback.
  • This design principle ensures spike behavior persists despite parameter uncertainty.
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