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Subsets of four boutons from one mouse neuron allowed 0–12% delayed release within 1% efficacy and 0.01 pulse index limits under linear sums with equal quantum weights

We tested what a structural input count can specify about release timing when functional edge summaries are also given. Source tables provide 137 boutons from one cultured mouse cortical neuron. A linear model assigned distinct boutons to a target with equal positive quantum weights. Total efficacy stayed within 1% of a reference. The efficacy-weighted pulse index stayed within 0.01 of a second reference. Among all subsets of four boutons, 20,092 met both limits. Their delayed release fractions ranged from 0 to 11.9994%. Two disjoint subsets attained the bounds. Complete enumeration checked all 14,043,870 four-bouton subsets. Tighter limits of 0.1% and 0.001 retained a 0 to 9.2297% range. Moving every recorded fraction halfway toward the pooled source fraction changed the main range to 1.6070 to 7.6067%. This is a stated model change, not a noise correction. The source data do not identify target assignments. Recorded estimates are fixed model inputs; 71 recorded zeros do not prove zero underlying release probability. A separate nested test on 60 group means from 20 neurons found a 10.42% error decrease after adding the pulse index to efficacy features. Whole-label refits gave a wide resampling range that included worse prediction. The released preparation labels also differ from the article count. The contribution is a conditional allocation bound, an audited dataset, a reusable solver and a prediction benchmark. It does not measure a connectome or infer actual target responses. The package preserves source data, provenance, code, all results, figures and offline repeat instructions.

synaptic release · bouton allocation · connectome models · asynchronous release · short-term plasticity · fractional optimization · mouse cortex

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References

4
  1. usesdoi:10.1038/s41467-022-31070-4

    We use the unchanged Figure 4 source tables for recorded bouton efficacy, delayed release fraction and pulse index. We test added prediction information and bounds over unknown target assignments.

  2. usesdoi:10.1287/mnsc.13.7.492

    We apply the established parametric method for fractional optimization to finite bouton assignment sets.

  3. doi:10.1126/science.abj5861

    Related work measures cortical connectivity and synaptic dynamics. Its observations are not reused.

  4. In awake mouse visual cortex (58 mice), spike transmission facilitated onto optotagged SST units and depressed onto PV and fast-spiking units after 6–60 ms intervals, as slice release models predict sci:sha256:6d3c89be22b2653dc06c119ef182b3ad2c9525a80f5ca7aef71b74d8004004ce

    Related work tests short-term spike transmission in awake mouse cortex against slice dynamic models. We read the verified publication but do not reuse its observations or code.

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