language:
- en
- zh
task_categories:
- other
tags:
- neuroscience
- drosophila
- connectomics
- kenyon-cells
- computational-neuroscience
- reproducibility
pretty_name: Synapse-resolved KC models and public-data validation
Synapse-resolved KC models and public-data validation
Versioned addition to the existing cyd0806/neuronmimic-data dataset. The original dataset root and historical releases are not replaced.
This payload covers all nine completed task rounds, the full 5,177-cell structural atlas, transitive data dependencies, predictions, condition traces, quality-control tables, source-data reconstructions and figure/report exports. release_inventory.csv is the full local accounting; its public_disposition field explicitly distinguishes included files, credential exclusions (if any) and original-source retrieval requirements. archive_manifest.json gives archive SHA256, bytes and member counts. Archive members preserve original workspace-relative paths.
The manuscript and Chinese method/conclusion note are supplied under manuscript_release/. The intended code repository is https://github.com/ydchen0806/bio_fly_cyber_lateralization on research/wu-structure-function-20261104. publication_status.json is authoritative for whether a remote publication actually occurred.
Scientific scope
The analysis preserves a frozen 32/15/14 exploratory KC split, real trees, pre/post direction, synapse locations and partner identities. Structural joint-feature gains were largely reproduced by matched conditional nulls. The model did not establish natural multisensory synergy or subtype-resolved physiological validation. The public physiology benchmark is a retrospective within-study Fly-ID holdout; the source recordings do not provide per-cell gammaKC/KCab-p identity. The 82 source rows are cells, not 82 verified independent animals.
Content and attribution
Derived outputs and attributed source materials retain their original provenance. See THIRD_PARTY_TERMS.md, source_retrieval_ledger.csv and the source repository/index files within each archive. No uniform MIT or CC BY license is asserted over all third-party code and data. Formal JP288790 Dataset S1 is CC BY 4.0 as documented in the original article XML; original author code without an explicit license is inventoried for original-source retrieval instead of relicensed.
No newly collected animal data are included. Virtual environments, local account credentials, git internals and internal group-meeting records are excluded from scientific public payloads. Failed/superseded scientific runs are retained where required to audit implementation choices and are identified by their original status.
Use
Download the manifests first. Verify an archive's SHA256 before extracting it into a fresh workspace. Obtain any original-source retrieval entries separately with their recorded commit and expected SHA256. Install the recorded Python/NEURON/Arbor dependencies for the relevant round. A public file's existence does not mean its contents are a new biological validation dataset.
Contact: ydchen0806; yindachen@mail.ustc.edu.cn.