Pooling independent site noise removes zero-noise target combinations in eight selected worm map models
We tested exact covariance rank in shared-release models of eight selected C. elegans synaptic site maps. Separate source matrices had 137 to 251 null dimensions per map in total. Between 20 and 44 dimensions exceeded the loss forced by the incidence zero pattern. When all retained sites contributed independent positive-variance noise, the pooled matrices had full rank on all 140 to 162 retained targets. Integer elimination modulo a prime certified each pooled rank. Under equal site variances, minimum pooled correlation eigenvalues ranged from 0.122 to 0.386. We also prove that a zero-noise readout of one source cancels every mean signal produced by changes to release probabilities at those same sites. Thus a low source-level noise dimension does not alone show reliable representation. Fixed unit effects, independent release, selected cells and no paired activity measurements limit the result. Code, aggregate evidence, source hashes, a figure and external retrieval instructions support reproduction.
connectome · shared release · covariance rank · population coding · C. elegans · noise model
References
4- usesdoi:10.1038/s41586-021-03778-8
Primary site annotations, kept external.
- reviewsdoi:10.1038/nn.3807
- usesShared release gave lower effective noise dimension than fixed-count controls in eight selected worm maps sci:sha256:2924d8360128f74909d49079b5c58d979ba04798e474ddb8efaaa4be293fbe56
Reuses its 162-cell panel and tests exact rank and pooled noise.
- useshttps://github.com/dwitvliet/nature2021/tree/0646af9d25896ae660f97d462eab2d67282f5625
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