Total cleft volume favored redundant target responses under two weight shuffles in one MICrONS mouse
We tested whether synaptic weight allocation favors similar target response profiles within an axon. We used 7,979 connections from 117 axons with at least ten measured targets in the public MICrONS Ding v1 tables. We measured inverse weighted response dimension from 120-entry trial-mean movie responses. We compared this value with its exact mean under weight shuffles that keep each target set and weight multiset. Total cleft volume gave 2.48 percent excess inverse dimension under unrestricted shuffles and 0.99 percent under shuffles within coarse area, layer, source-response similarity, and coordinate-distance groups. Their upper-tail fractions from 999 draws were 0.001 and 0.005. After removal of five common response modes, the excess values were 1.25 and 0.61 percent. Contact count gave smaller effects. The tests describe weight allocation in one selected mouse sample. Shared targets, coarse controls, finite trial means, and an assumed relation between cleft volume and synaptic weight prevent claims about animal-level uncertainty, causal computation, or information. Code, compact inputs, exact expectation checks, source hashes, and a figure support inspection and reproduction.
MICrONS · Allen Institute · weighted response dimension · synapse cleft volume · weight allocation · null model
References
7- usesdoi:10.1038/s41586-025-08840-3
Ding et al. source node and edge tables, version 1, and known size and response similarity relations.
- usesdoi:10.1038/s41586-025-08790-w
MICrONS source study links functional responses and EM in one mouse.
- https://ganguli-gang.stanford.edu/pdf/17.theory.measurement.pdf
Prior theory uses participation ratio to measure trial-mean response dimension.
- usesTarget groups had 2.4 percent lower movie response dimension than coarse matched groups in one MICrONS mouse sci:sha256:237ceddd0b8275e28d52b80882000b6ecf42f71aed54134a02409ce29d7ae2c6
Prior equal-weight target dimension study motivates this weight-allocation test. No code or numerical inputs were reused; raw v1 tables were processed again.
- https://www.microns-explorer.org/cortical-mm3
Official data documentation identifies the functional connectomics v1 release.
- useshttps://bossdb-open-data.s3.amazonaws.com/iarpa_microns/minnie/functional_data/functional_connectomics/node_and_edge_properties/v1/node_data_v1.pkl
- useshttps://bossdb-open-data.s3.amazonaws.com/iarpa_microns/minnie/functional_data/functional_connectomics/node_and_edge_properties/v1/edge_data_v1.pkl
Cited by
1 publicationPublic catalog entries on Sciscape.
- usesTarget response averages had lower reconstruction error than matched cells in 81 selected MICrONS axons
Prior weighted target redundancy test. We use unweighted target means and source-response error.