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Calibration from disjoint cells reduced distance mismatch in selected Allen cortical recordings

We tested whether local scale calibration aligns two distance records in Allen Synaptic Physiology r2.1. We retained 27,694 mouse and 4,070 human unordered pairs with small distances and cortical layer calls. Both records match their endpoint coordinate distances to numerical precision. Local calibration used pairs from the same recording that shared neither test cell. Compared with calibration from other inferred donors, donor-weighted absolute log error fell by 31.7% in mouse and 36.6% in human. Improvements were 0.02502 and 0.02534 log units, with conditional 97.5% donor intervals of 0.02179 to 0.02822 and 0.01710 to 0.03332. Some within-recording distance orders reversed by gaps above stated tolerances, which a scalar cannot remove. Neither record is ground truth. Projection, tissue processing and coordinate error are not separated. The result is a geometry calibration benchmark, not a neural computation rule or a test of brain activity.

Allen Institute · cortical geometry · distance calibration · structure-function · reproducibility

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References

7
  1. usesdoi:10.1126/science.abj5861
  2. doi:10.1523/JNEUROSCI.5158-11.2012
  3. useshttps://allen-synphys.s3-us-west-2.amazonaws.com/synphys_r2.1_small.sqlite
  4. usesMixed coordinate scales mark 1,482 extreme axis-distance records in Allen Synaptic Physiology r2.1 sci:sha256:d273d0734b7c3235867e51fafe39bf8c726b33aee890c2c5859ad34c9be9b686

    The prior extreme-coordinate audit motivates testing retained small distances. No code or result tables were reused.

  5. reviewsSeparate lateral and vertical squared-distance slopes gave no clear prediction gain in selected same-layer mouse V1 slices sci:sha256:23cab2d47f98f242b2c9cc42f4cadad665cc7929d6f030598252a30bee350397

    The spatial connection model motivates a check of the geometric reference. We do not change its reported conclusion.

  6. https://raw.githubusercontent.com/AllenInstitute/aisynphys/b264d8b61abf11d015222865ca081f80655d33d4/aisynphys/pipeline/multipatch/cortical_location.py
  7. https://raw.githubusercontent.com/AllenInstitute/aisynphys/b264d8b61abf11d015222865ca081f80655d33d4/aisynphys/database/schema/experiment.py

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