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A shared-target calibration gave no clear voltage prediction gain in selected Allen mouse and human excitatory circuits

We tested whether a measured input to a target neuron can calibrate the voltage response of another input when its current response is known. We used detected excitatory connections in Allen Synaptic Physiology r2.1 small. The main samples had 94 mouse visual cortex connections from 38 inferred donors and 39 human temporal cortex connections from 10 inferred donors. A same-target peer rule changed mean absolute natural-log prediction error by -0.110 and +0.065 relative to a donor-excluded target-class baseline. Positive values mean improvement. Both descriptive 95% donor bootstrap intervals included zero. A same-source peer rule had larger error than its baseline in the main samples. Higher amplitude floors left smaller samples and wide intervals. This exploratory result limits direct transfer of a measured current-to-voltage gain between connections. It does not exclude a target-cell effect. Separate recording modes, selected detected connections, inferred donor labels, and unmodeled fit errors limit the result.

synaptic integration · Allen Institute · circuit topology · voltage prediction · shared target · null result

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References

7
  1. usesdoi:10.1126/science.abj5861

    Source study and public slice circuit data.

  2. useshttps://allen-synphys.s3-us-west-2.amazonaws.com/synphys_r2.1_small.sqlite
  3. https://github.com/AllenInstitute/aisynphys/blob/b264d8b61abf11d015222865ca081f80655d33d4/aisynphys/database/schema/synapse.py
  4. doi:10.1371/journal.pbio.2006223
  5. usesCurrent and voltage strength orders differ among selected inputs to the same Allen cortical neuron sci:sha256:0a312de1fa33b41dea2aa61ed1dd476e414d30722890921bb2a56e9a5ee7999e

    Prior within-target current and voltage order test.

  6. usesTarget input resistance gave no clear voltage prediction gain in four Allen slice groups with donor-held-out ridge models sci:sha256:bcfd8c73c33c3e3640ca279bd3dbd511f6971f9e6218fb35ade1a52f84e00e61

    Prior resistance prediction test and donor-label method.

  7. usesMatched Allen slice circuits do not resolve a source-versus-target difference in resting voltage magnitude sci:sha256:440f73e8d4eb739f4932915b8dc57b057e8d8391be9b01c97e8854c5f7467246

    Prior source and target voltage similarity test.

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