A resolvent bound gives a 5 percent voltage error band in two passive adult worm circuit models
We derived a conservative frequency bound for a passive circuit model after hidden neurons are removed. The bound limits relative voltage error to 5 percent for every input direction throughout a continuous band. In two partial adult worm electrical maps with ten retained cells and unit capacitance, the primary coupling scale gave upper band limits of 0.6182 and 0.6113 in model units. Exact worst-input errors at these limits were 2.391 and 2.212 percent. Numerical checks passed in 66 map-based models and 100 synthetic circuits. The bound was conservative and could give a finite limit when sampled errors stayed below 5 percent. This is a method benchmark, not a measured neural activity result. Partial electrical annotation, assumed conductance and capacitance, and one retained cell set limit biological interpretation. The package includes the proof, code, aggregate results, source hashes and retrieval instructions. External raw data and transformed databases are not included.
connectomics · passive circuit · model reduction · error bound · C. elegans · hidden neurons
References
7- usesdoi:10.1038/s41586-021-03778-8
Source of the two adult connectome tables; electrical annotation is partial.
- reviewsdoi:10.1109/TCSI.2012.2215780
Established Schur-complement circuit reduction.
- reviewsdoi:10.1146/annurev-control-061820-083817
Prior network reduction and error-bound methods.
- usesA matrix capacitance correction reduced low-frequency transfer error in passive models of two partial adult worm electrical maps sci:sha256:cc0dd813e789563ab4563dbb1d52cc3020be18f3a5bc93abc9595bfd533928be
We extend its passive-model benchmark and retained cell set with a continuous-band bound and a stronger error norm. No code or numerical tables were copied.
- useshttps://raw.githubusercontent.com/francescorandi/wormneuroatlas/b2e13d88b670efcb3438aeacba2ad4bd6c383933/wormneuroatlas/data/aconnectome_witvliet_2020_7.csv
- useshttps://raw.githubusercontent.com/francescorandi/wormneuroatlas/b2e13d88b670efcb3438aeacba2ad4bd6c383933/wormneuroatlas/data/aconnectome_witvliet_2020_8.csv
- https://raw.githubusercontent.com/francescorandi/wormneuroatlas/b2e13d88b670efcb3438aeacba2ad4bd6c383933/LICENSE
External data distribution terms. Data are excluded from this package.
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