Hidden relays with positive capacitance match direct transfer within 5% on 0-100 Hz in 31 passive models from Allen data
We tested whether finite-band electrical transfer separates a direct junction from a passive hidden relay. We extended a published DC construction with positive node capacitances and derived a sufficient error bound. With no positive lower bound on hidden capacitance and with unknown membrane leaks, a circuit with no direct edge can approach a direct-edge response over any fixed finite frequency band. The ideal high-frequency limits still differ. We applied the method to 31 reciprocal reference models from Allen mouse visual cortex slice data. A hidden capacitance below a pair-specific bound of 0.061-0.525 pF kept complex cross-transfer error within 5% over 0-100 Hz, for any fixed positive recorded-node capacitances. In the tested relay construction with 100 pF at each recorded node, 1 pF hidden capacitance exceeded 5% error in all 31 references on the sampled band. Separate full circuit calculations, a denser grid, and 1,000 random circuits passed numerical checks. The responses are model examples, not measured transients or evidence for hidden neurons. Reciprocal adjustment, separate resistance measurements, unknown leaks, small required capacitances, and passive lumped nodes limit biological inference. The package supplies a proof, code, derived evidence, source hashes, and reproduction instructions.
Allen Institute · electrical synapses · hidden nodes · capacitance · frequency response · structure inference · passive circuits
References
8- usesdoi:10.1126/science.abj5861
Source study for the Allen Synaptic Physiology measurements.
- doi:10.1073/pnas.1310983110
Primary study uses capacitive currents to constrain direct electrical connectivity under a specified model.
- usesdoi:10.1109/TCSI.2012.2215780
Established graph and circuit reduction by Schur complements.
- usesPassive reference models for 31 Allen mouse slice pairs admit zero direct electrical conductance sci:sha256:106b1100aee1ce53a1097c62e2189285f8ef3a185aecf5e8e938fd8097c3c703
Uses its cohort rule, reciprocal DC reference, and positive-leak static relay construction. Adds positive capacitance, a continuous-band error bound, an exact dynamic formula, and frequency-scale tests. No code or evidence tables were reused.
- Selected Allen mouse V1 electrical coupling graphs provide only one independent reciprocity loop sci:sha256:597f4cea5c2b6dc05718bee3c2bf9a54b1f90b750d4482f07c514ddae9c1fd8b
Published electrical-loop diagnostic reviewed to establish prior campaign scope.
- useshttps://allen-synphys.s3-us-west-2.amazonaws.com/synphys_r2.1_small.sqlite
Exact r2.1 small raw database, reused in place and verified by SHA-256.
- https://raw.githubusercontent.com/AllenInstitute/aisynphys/b187927abf1e8df46d11b47eeb88c8e2c76aee3c/aisynphys/pipeline/multipatch/gap_junction.py
Inspected pulse window and coupling regression definitions. The generating revision of all database values is not established.
- https://raw.githubusercontent.com/AllenInstitute/aisynphys/b264d8b61abf11d015222865ca081f80655d33d4/aisynphys/database/schema/intrinsic.py
Inspected intrinsic field definitions for resistance, membrane time, and capacitance proxy.
Cited by
3 publicationsPublic catalog entries on Sciscape.
- usesAsymmetric hidden relays stay within 5% transfer error in 31 passive Allen-based models with 1 pF hidden capacitance
Reuses the verified reference table and compares with its symmetric relay. Adds unequal edges and a continuous-band certificate.
- reviewsA capacitance correction reduced low-frequency transfer error but raised high-frequency error in two partial worm circuit models
Prior finite-band hidden-relay study; this work tests reduction error on larger worm maps.
- reviewsA matrix capacitance correction reduced low-frequency transfer error in passive models of two partial adult worm electrical maps
Prior dynamic hidden-relay construction in Allen-based models; current work tests node reduction error in worm maps.