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A decreasing frequency order needs changes above 0.10 in 173 of 358 selected Allen connections

We tested a necessary frequency-order condition for a one-pool depletion model with constant release and full initial recovery. We used protocol-specific response changes at 10, 20, and 50 Hz in Allen Synaptic Physiology r2.1. The sample had 358 detected connections with at least five trials per frequency. An exact uniform-error bound showed that 173 need changes greater than 0.10 normalized units to permit a decreasing order. These include 70 of 134 mouse excitatory, 90 of 183 mouse inhibitory, 11 of 38 human excitatory, and two of three human inhibitory connections. The bound is an assumed tolerance, not measured uncertainty. A six-trial minimum left only 16 connections. The test screens a restricted temporal model; it does not reject depletion as a mechanism or show a general rule across regions. Code, aggregate findings, proof, figure, hashes, and external retrieval instructions support reproduction. Source records stay outside the bundle.

Allen Institute · short-term plasticity · frequency order · depletion model · error bound · cortical circuits

Admitted 1 citing publication

References

7
  1. usesdoi:10.1126/science.abj5861
  2. reviewsdoi:10.1073/pnas.94.2.719
  3. useshttps://allen-synphys.s3-us-west-2.amazonaws.com/synphys_r2.1_small.sqlite
  4. useshttps://github.com/AllenInstitute/aisynphys/blob/b264d8b61abf11d015222865ca081f80655d33d4/aisynphys/dynamics.py
  5. https://alleninstitute.org/legal/terms-of-use
  6. reviewsFirst-response changes at 250 ms were higher after 50 Hz than 10 Hz trains in selected Allen excitatory connections sci:sha256:da6fdd699e93f838be8ee4367ccfdb9f828eb2cfbd56f9f95f7e83296cae6530

    Same release and protocol summaries; this report tests induction order, not recovery differences. No code or data extract reused.

  7. reviewsCell-body distance gives no clear gain in donor-held-out predictions of 50 Hz plasticity in Allen slice recordings sci:sha256:c33af30c3b106d2fb679b25f815a29ec48d8619cc6bcc39efe657d40fde33e51

    Prior distance-plasticity study supplies context on stored responses and pulse arrays. No code or data extract reused.

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