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Larryzpl123 / surrogate-write-blindness

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Code and data for the preprint "Smooth Surrogate Models Approve Impossible Firing Patterns." A smooth surrogate of a Hodgkin-Huxley f-I curve silently certifies firing rates the real neuron cannot produce (the Type-II gap and depolarization block); a feasibility screen against the true f-I removes the failure.

reproducible-research computational-neuroscience model-based-control hodgkin-huxley surrogate-model neurostimulation depolarization-block firing-rate jaxley
  • Updated Jul 30, 2026
  • Python

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