Exact cell counts permit zero to 30 reciprocal pairs in 145 selected MICrONS cells
We tested whether exact cell input and output counts force the observed seven reciprocal pairs in a selected MICrONS graph. The public matched structure-function table gave 145 cells, 1,722 eligible pairs, and 148 directed connections. Integer optimization gave a minimum of zero and a maximum of 30 reciprocal pairs. A direct degree bound and saved graphs confirm both endpoints. Adding area and layer edge totals reduced the maximum to 29. Adding separate quartile edge totals for movie response similarity and two opportunity lengths left bounds of zero and 29. The fewest changes needed to remove all reciprocal pairs were eight edge removals and eight additions with degrees fixed, or ten removals and ten additions with all controls fixed. All nine runs had zero reported solver gap. Independent checks verified every witness graph. Exhaustive three-cell graphs passed 288 checks. These are feasible bounds, not null probabilities. One mouse, selected source cells, coarse controls, and possible connection errors limit the result. Code, selected candidates, witness graphs, source hashes, and retrieval steps support reproduction.
MICrONS · reciprocal wiring · exact degrees · integer optimization · structure-function · opportunity mask
References
10- usesdoi:10.1038/s41586-025-08840-3
Public matched structural and functional edge table.
- doi:10.1038/s41586-025-08790-w
- doi:10.1371/journal.pbio.0030068
- usesSeven two-way connections fall within an adjusted model range for 1,722 selected MICrONS cell pairs sci:sha256:de1aaf1d1c0de98f63081f16788801c323408e929de0eeaecfd575b8b97a35c6
Extends its same-sample reciprocal-count diagnostic with exact fixed-degree support bounds. No code or derived tables reused.
- usesCell connection counts fix reciprocal-pair counts in 192 of 194 selected Allen mouse slice graphs sci:sha256:74cf992c49865d93c0564c9bec8c4cbc68880062aab1e05760a8467e5992dc98
Tests its fixed-degree motif-identifiability question in a larger MICrONS opportunity graph; no data or code reused.
- reviewsSelected MICrONS pairs leave a response reliability bias in connection direction uncertain sci:sha256:0db8313db8f0332f0bbb9334ffa71d993b84ec46316c5d1511c985fc4641aa06
- useshttps://bossdb-open-data.s3.amazonaws.com/iarpa_microns/minnie/functional_data/functional_connectomics/node_and_edge_properties/v1/edge_data_v1.pkl
- https://www.microns-explorer.org/cortical-mm3
- https://github.com/cajal/microns-funconn-2025
- https://www.microns-explorer.org/terms-and-conditions
Cited by
1 publicationPublic catalog entries on Sciscape.
- usesFixed cell counts and coarse response totals permit cycle-free wiring in 145 selected MICrONS cells
Reuses the verified candidate table and extends reciprocal-pair bounds to cycles of every length. Raw extraction was independently checked.