Target response averages had lower reconstruction error than matched cells in 81 selected MICrONS axons
We tested whether the mean movie response of connected targets reconstructs the measured response of their source cell. We used public MICrONS v1 wiring and 120-entry movie response vectors from one mouse. We centered each vector and set its length to one. An exact sampling formula gave the mean squared error for subsets of 1 to 32 targets. The primary sample had 81 source cells with at least 32 targets. At 32 targets, real error was 0.94418, and matched candidate error was 0.98214. The gain was 0.03796, with a descriptive 95 percent source bootstrap interval of 0.02952 to 0.04669. The zero-vector error was 1. We matched area, layer, soma distance and imaging scan, then tested added response reliability and contact opportunity controls. The method separates source alignment from target redundancy. Shared targets, one animal, coarse matching, selected axons and measurement error limit inference. This test does not measure trial noise or causal recovery after cell loss. Code, reduced inputs, source hashes, exact error terms and null draws support reproduction.
MICrONS · structure and function · movie response · target averaging · response reconstruction · finite population sampling
References
7- usesdoi:10.1038/s41586-025-08840-3
Public wiring and response tables; prior pairwise and higher-order wiring rules.
- usesdoi:10.1038/s41586-025-08790-w
MICrONS structure and activity resource.
- 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
- usesIn one MICrONS mouse, the other targets of an axon predict its connections beyond pairwise response similarity; the extra signal is in the top shared response modes sci:sha256:3e5fef923a07bb94d498dc9eb6b0af96089dd32ec2149a31a20966cb3e71b937
Prior target cohort study. We test source-response reconstruction rather than connection regression.
- usesNode response vectors reproduce two pair correlation measures within 1e-6 in MICrONS v1 sci:sha256:748aa272d79394531e3e34931a140943b795b6f92d05e7aa412e7134fd27d14a
Prior vector and pair-score validation. We independently check the released measured response correlation.
- usesTotal cleft volume favored redundant target responses under two weight shuffles in one MICrONS mouse sci:sha256:3f421179a43c393dc713cd33133e8e34e31dbc6459112398b0c663ec77c2e8fb
Prior weighted target redundancy test. We use unweighted target means and source-response error.
Cited by
1 publicationPublic catalog entries on Sciscape.
- reviewsSelected MICrONS target averages showed no clear stability gain under worst single-target removal
Prior intact target-average reconstruction test motivated this distinct removal test. No code or data extracts were reused.