Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Edge of chaos as a guiding principle for modern neural network training
As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2107.09437.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-06T19:56:11.207577Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-05T22:10:36.971136Z
Reference resolution
0 of 0 outbound references displayed
- verified exact0
- verified fuzzy0
- unresolved0
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
No outbound reference observations are available for this paper version.
Pith citing papers
Observation a99ab781-1148-405f-afaa-9b17f006cede · inbound
Adversarial Data Augmentation for Single Domain Generalization via Lyapunov Exponent-Guided Optimization cites this paper.
Adversarial Data Augmentation for Single Domain Generalization via Lyapunov Exponent-Guided Optimization Edge of chaos as a guiding principle for modern neural network training
Reference 44
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:56:11.207577Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c06d3ca6-5826-416f-a04a-06fc84a6eb43 · inbound
A Spin Glass Characterization of Neural Networks cites this paper.
A Spin Glass Characterization of Neural Networks Edge of chaos as a guiding principle for modern neural network training
Reference 54
- Resolution
- verified exact
- local_arxiv, observed 2026-08-05T22:10:36.978404Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.