Paper Citation Record · LEDGER

NAPS: Attention-Based Fusion of Heterogeneous Physiological Signals

As of 7 August 2026, this Paper Citation Record lists 10 of 10 outbound references and 1 inbound Pith citation observation for arXiv:2511.03488.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2511.03488 v2

Coverage vector

measured 10 of 10 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-18T01:22:00.665570Z

measured 11 of 11 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-03T16:13:40.700987Z

measured 1 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-08-05T02:28:24.338817Z

Reference resolution

10 of 10 outbound references displayed

verified exact7
verified fuzzy2
unresolved1
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

0
pith, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation 712896f1-c3ba-4176-a307-778dde7db149 · outbound

This paper cites Layer Normalization.

NAPS: Attention-Based Fusion of Heterogeneous Physiological Signals Layer Normalization

Reference 1

Resolution: verified exact; local_arxiv, observed 2026-05-18T01:22:15.650686Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 3ef1234d-3d24-46f4-9b1b-d093f5a8f900 · outbound

This paper cites Aasm scoring manual updates for 2017 (version 2.4).

NAPS: Attention-Based Fusion of Heterogeneous Physiological Signals Aasm scoring manual updates for 2017 (version 2.4)

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T01:22:15.855441Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation f49cdbb0-6a85-4e41-86e7-cb2ac26e768c · outbound

This paper cites SLEEPYLAND: trust begins with fair evaluation of automatic sleep staging models.

NAPS: Attention-Based Fusion of Heterogeneous Physiological Signals SLEEPYLAND: trust begins with fair evaluation of automatic sleep staging models

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-05-18T01:22:15.655826Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 9e679bb3-4051-4e6b-8a62-b869311fe177 · outbound

This paper cites Dreem open datasets: Multi-scored sleep datasets to compare human and automated sleep staging.IEEE transactions on neural systems and rehabilitation engineering, 28(9):1955–1965.

NAPS: Attention-Based Fusion of Heterogeneous Physiological Signals Dreem open datasets: Multi-scored sleep datasets to compare human and automated sleep staging.IEEE transactions on neural systems and rehabilitation engineering, 28(9):1955–1965

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T01:22:15.852369Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 679377c8-a4bb-4d1f-8b24-42e19d9b85ab · outbound

This paper cites Gaussian Error Linear Units (GELUs).

NAPS: Attention-Based Fusion of Heterogeneous Physiological Signals Gaussian Error Linear Units (GELUs)

Reference 5

Resolution: verified exact; local_arxiv, observed 2026-05-18T01:22:15.635843Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 69551d9f-2094-4bf2-964d-5a938fb33def · outbound

This paper cites Large Brain Model for Learning Generic Representations with Tremendous EEG Data in BCI.

NAPS: Attention-Based Fusion of Heterogeneous Physiological Signals Large Brain Model for Learning Generic Representations with Tremendous EEG Data in BCI

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-05-18T01:22:15.646459Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 10040a33-bcb6-4f1d-8a5f-07565720ce31 · outbound

This paper cites Decoupled Weight Decay Regularization.

NAPS: Attention-Based Fusion of Heterogeneous Physiological Signals Decoupled Weight Decay Regularization

Reference 7

Resolution: verified exact; local_arxiv, observed 2026-05-18T01:22:15.631152Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 8fe64f9b-2414-48e5-9f86-313c5096b7de · outbound

This paper cites Cbramod: A criss-cross brain foundation model for eeg decoding.arXiv preprint arXiv:2412.07236, 2024a.

NAPS: Attention-Based Fusion of Heterogeneous Physiological Signals Cbramod: A criss-cross brain foundation model for eeg decoding.arXiv preprint arXiv:2412.07236, 2024a

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-05-18T01:22:15.641335Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 10feab10-ced1-44dc-af5b-69a413fa82ea · outbound

This paper cites an unresolved cited work.

NAPS: Attention-Based Fusion of Heterogeneous Physiological Signals Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-05-18T01:22:15.858782Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 139aa532-52a8-4d6c-b433-6572973f3d1f · outbound

This paper cites NSRR Datasets.

NAPS: Attention-Based Fusion of Heterogeneous Physiological Signals NSRR Datasets

Reference 10

Resolution: verified exact; doi, observed 2026-05-18T01:22:15.599607Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Pith citing papers

Observation 544a9cee-86f6-41d9-b428-e2d7219edd9c · inbound

AnySleep: a channel-agnostic deep learning system for high-resolution sleep staging in multi-center cohorts cites this paper.

AnySleep: a channel-agnostic deep learning system for high-resolution sleep staging in multi-center cohorts NAPS: Attention-Based Fusion of Heterogeneous Physiological Signals

Reference 34

Resolution: verified exact; local_arxiv, observed 2026-08-03T16:18:29.978324Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.