Atlas Connectomics Reference

Purpose

Operational reference system for papers, datasets, tools, and media mapped to real workflow decisions.

Session outcomes

• Curate references with metadata that supports action, not just citation.
• Map each item to a workflow stage and decision context.
• Flag evidence limits and maturity for safe reuse.

Why atlas quality matters

• Weak metadata creates "citation theater" without reproducibility.
• Strong metadata shortens onboarding and improves journal-club depth.
• A good atlas makes hidden curriculum explicit.

Visual context: comparative resource panel

Functional recordings, the reconstructed network, and the rendered circuit are three views of
one dataset. An atlas entry has to say which view it indexes.

Required metadata schema

• citation and access link
• workflow stage (acquisition/reconstruction/proofreading/analysis/cross-cutting)
• modality + resolution + scale
• access level and licensing notes
• maturity (prototype/validated/production)
• known limitations and failure cases
• mapped training units

Curation principles

• Prefer resources with reusable artifacts (code/data/protocols).
• Label historical resources explicitly as historical.
• Remove dead links rapidly and retain change log.
• Prioritize balance across stages (avoid analysis-only bias).

Instructor move: quality triage drill

Learners compare two references and decide which one is "operationally reusable" and why.

Activity

Curate one atlas entry with complete metadata and:

• one explicit limitation,
• one recommended use-case,
• one anti-use-case.

Rubric checkpoint

• Pass: complete schema + limitation statement.
• Strong: stage mapping + decision-use context are explicit.
• Flag: bibliographic completeness without operational details.

External sources to seed atlas

• Foundational dense reconstruction papers.
• Large-scale platform/infrastructure papers.
• Proofreading/QC metrics papers.
• Connectome analysis + null-model methodology papers.

Wrap

Atlas maintenance should drive updates to journal club, technical units, and assessment prompts.