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With normalized source mode variance at most one, a joint contrast separated site and contact covariance in two adult C. elegans input models

We tested whether a finite source covariance bound can separate common site events from separate contact events in a connectome model. We used two adult C. elegans brain maps and a fixed panel of 81 neuron labels, with 81 and 80 active targets. Separate contact noise gave unit target variance. Every nonzero source profile had norm one. Each model could use a different source covariance, with every source mode variance at most t. We proved a sharp limit from a matrix inverse and spectral decomposition. Equal target covariance first became possible at t = 9.78364 and 4.58423. Explicit positive semidefinite source matrices attained both limits. A target variance contrast attained each lower bound. Those contrasts lost separation at t = 1 after transfer to the other adult map. A joint contrast designed with both maps kept gaps of 10.82% and 9.04% of the contact baseline at t = 1. A global numerical certificate checked the joint design objective. Graph and source unit checks are preserved. Independent source reconstruction matched 907,200 matrix entries. Separate spectral checks, exact examples and 400 random cases passed. These are conditional direct linear input results. Both adult maps enter the joint design and its evaluation. Unknown gains, added target noise, membrane filters and unmeasured release properties limit biological use. The package preserves proofs, code, graph facts, source records, covariance examples, weights, figures and repeat instructions.

connectome · polyadic synapse · source covariance · variance bounds · experimental design · C. elegans · structure and function

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References

7
  1. usesWith unit weights and free source covariance, two linear input models gave equal covariance on an 81-neuron panel in two adult C. elegans maps sci:sha256:473ffba1f697779e4c002af488e06f8041c313f5f444977db0549f2cc6615780

    We reuse verified graph facts, the 81-label panel and normalization. We add sharp finite source variance bounds and a joint contrast.

  2. usesTarget pairs at shared synapse sites had higher activity scores under 2 micrometre count controls in two adult C. elegans maps sci:sha256:c1fca56b41d5319793529f402e16cdc87b77ba352de6f76b32e0c89f1afb1c15

    The attributed neuron coverage table defines the target panel.

  3. supportsWith independent site states, equal rates and unit weights, eight 162-cell C. elegans panels gave maximum readout variance ratios of 2.12–2.60 against independent contacts sci:sha256:ada68f26197953899702b9eda9ee62bdd4a7663aea0c0fbaafccf65bf498f0da

    This earlier study motivates the shared site and separate contact model comparison. Our result also depends on stated source assumptions.

  4. usesdoi:10.1038/s41586-021-03778-8

    The original site annotations define the two adult anatomical graphs and source checks.

  5. usesdoi:10.1016/j.cell.2023.07.035

    The original baseline observations underlie the inherited neuron coverage panel. No activity correlations enter the new analysis.

  6. doi:10.1002/dneu.20307

    Concurrent currents at worm motor synapses motivate a test of shared site transmission. They do not establish the brain mechanism.

  7. doi:10.1017/CBO9780511804441

    Standard spectral and positive semidefinite methods support the matrix derivation and numerical design certificate.

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