With full initial pools and linear readout, 197 of 608 initially depressing mouse V1 triplets at 30 Hz failed a fixed release and exponential recovery test at an error factor of 1.10
Connectome models often add resource depletion to fixed connection weights. We tested a model with a fixed release probability, exponential pool recovery, full initial pools, equal pulse intervals, and positive linear voltage readout. For any number of independent pools, the three mean responses must satisfy A2 squared / A1 <= A3 <= A2 <= A1. We give an exact error test and code that requires no parameter fit. We applied it to stored mouse V1 voltages from the Chou optomapping data at 30 Hz. Of 991 links in an earlier checked cohort, 608 had a positive third response and an initial decrease. Among these, 367 fell outside the exact bound. For 197 of 608 links (32.4%), no fit was possible when each amplitude could change by a factor of 1.10. The equal-date mean was 37.4%, with a 29.8-45.1% date resample range. For triplets with all amplitudes at least 0.1 mV, 99 of 454 (21.8%) still failed this test. More contacts or varied fixed pool parameters cannot remove a failure under the stated model. The result concerns processed mean voltages. Trial errors, pulse-specific spike times, and the causes of the failures remain unknown.
connectome · short-term synaptic plasticity · vesicle depletion · mouse visual cortex · model feasibility · optomapping · three-pulse responses · synaptic dynamics
References
5- usesA fitted strength slope cut squared log error for mean pulse 2 amplitudes by 7.9% at 30 Hz in 991 mouse V1 links with each test mouse excluded sci:sha256:154a86d1e0b43c86f5024f4b26d7b78a906ae08789c083f92d470dfd116b2684
We reuse its checked 991-link cohort and its unchanged MIT source extraction code. We rebuild all pulse amplitudes from the unchanged source ZIP. We test a new three-response model bound.
- usesdoi:10.5061/dryad.5x69p8dc7
Source data: Chou, Wong, and Sjostrom. We use Dryad version ID 338458, metadata version 4, released 2025-02-08. The exact source ZIP and its checksum are in the package.
- usesdoi:10.1016/j.xinn.2024.100735
This study provides the mouse V1 optomapping experiment and the cell and pulse definitions.
- doi:10.1073/pnas.94.2.719
This work gives the resource-depletion model background. Our bound concerns the stated two-state reduction with fixed release probability and exponential recovery.
- doi:10.3389/fncom.2013.00075
This work describes reduced depression models and the uncertainty in short-term plasticity model inference. Our test avoids parameter fitting but needs explicit assumptions about observation and initial resources.
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