Paper Citation Record · LEDGER

SleepMaMi: A Universal Sleep Foundation Model for Integrating Macro- and Micro-structures

As of 9 August 2026, this Paper Citation Record lists 15 of 15 outbound references and 0 inbound Pith citation observations for arXiv:2602.07628.

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

pith.paper-citation-record.v1
2602.07628 v2

Coverage vector

measured 15 of 15 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T03:35:33.244875Z

measured 15 of 15 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

15 of 15 outbound references displayed

verified exact0
verified fuzzy0
unresolved14
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 10f56e96-1638-4c2c-bef1-88e771d2e736 · outbound

This paper cites GShard: Scaling Giant Models with Conditional Computation and Automatic Sharding.

SleepMaMi: A Universal Sleep Foundation Model for Integrating Macro- and Micro-structures GShard: Scaling Giant Models with Conditional Computation and Automatic Sharding

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-03T03:35:32.036511Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ad3c6844-c9ab-4bce-98f6-535939787b05 · outbound

This paper cites Spreading vectors for similarity search.

SleepMaMi: A Universal Sleep Foundation Model for Integrating Macro- and Micro-structures Spreading vectors for similarity search

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-03T03:35:32.326372Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 37923bcc-b821-431e-bac9-48b6b92fb27b · outbound

This paper cites SleepFM: Multi-modal Representation Learning for Sleep Across Brain Activity, ECG and Respiratory Signals.

SleepMaMi: A Universal Sleep Foundation Model for Integrating Macro- and Micro-structures SleepFM: Multi-modal Representation Learning for Sleep Across Brain Activity, ECG and Respiratory Signals

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-03T03:35:32.749807Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7ca65ae4-1a6e-4e1b-bad8-2bad3046f419 · outbound

This paper cites Datasets The brief description of the datasets used for this research is provided below.

SleepMaMi: A Universal Sleep Foundation Model for Integrating Macro- and Micro-structures Datasets The brief description of the datasets used for this research is provided below

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-03T03:35:32.915842Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5aa23898-a11f-4eae-9d0f-2ef235bb7bc3 · outbound

This paper cites This study consists of data collected over two visits.

SleepMaMi: A Universal Sleep Foundation Model for Integrating Macro- and Micro-structures This study consists of data collected over two visits

Reference 1997

Resolution: unresolved; no resolver link, observed 2026-08-03T03:35:33.044178Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7a3e3ecb-18c0-49c2-b8e5-b75de7e280e2 · outbound

This paper cites FlashAttention-2: Faster Attention with Better Parallelism and Work Partitioning.

SleepMaMi: A Universal Sleep Foundation Model for Integrating Macro- and Micro-structures FlashAttention-2: Faster Attention with Better Parallelism and Work Partitioning

Reference 2009

Resolution: unresolved; no resolver link, observed 2026-08-03T03:35:31.716319Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a0844528-c5a2-4749-ae55-8e68e1254381 · outbound

This paper cites The study was conducted between December 2003 and March 2005, during which 3,135 participants from the parent MrOS cohort of 5,994 men completed overnight unattended in-home PSG.

SleepMaMi: A Universal Sleep Foundation Model for Integrating Macro- and Micro-structures The study was conducted between December 2003 and March 2005, during which 3,135 participants from the parent MrOS cohort of 5,994 men completed overnight unattended in-home PSG

Reference 2011

Resolution: unresolved; no resolver link, observed 2026-08-03T03:35:33.244875Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6421f99a-a9d8-4b35-98b5-39dd90e5cc11 · outbound

This paper cites B., Brooks, R., Gamaldo, C., Harding, S.

SleepMaMi: A Universal Sleep Foundation Model for Integrating Macro- and Micro-structures B., Brooks, R., Gamaldo, C., Harding, S

Reference 2012

Resolution: unresolved; no resolver link, observed 2026-08-03T03:35:31.622022Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 690c38e8-f731-4e78-b239-f3a624c7dcdb · outbound

This paper cites As part of Exam 5 (2010–2013), the MESA Sleep exam enrolled 2,237 participants who completed single-night unattended in-home polysomnography (PSG) and wrist actigraphy.

SleepMaMi: A Universal Sleep Foundation Model for Integrating Macro- and Micro-structures As part of Exam 5 (2010–2013), the MESA Sleep exam enrolled 2,237 participants who completed single-night unattended in-home polysomnography (PSG) and wrist actigraphy

Reference 2015

Resolution: unresolved; no resolver link, observed 2026-08-03T03:35:33.154810Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f854c9d0-31f8-463a-98ac-1bff35334cfd · outbound

This paper cites Representation Learning with Contrastive Predictive Coding.

SleepMaMi: A Universal Sleep Foundation Model for Integrating Macro- and Micro-structures Representation Learning with Contrastive Predictive Coding

Reference 2017

Resolution: unresolved; no resolver link, observed 2026-08-03T03:35:32.188985Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 26b22d68-7dcf-4748-8825-39919beb9bab · outbound

This paper cites GLU Variants Improve Transformer.

SleepMaMi: A Universal Sleep Foundation Model for Integrating Macro- and Micro-structures GLU Variants Improve Transformer

Reference 2018

Resolution: unresolved; no resolver link, observed 2026-08-03T03:35:32.443504Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6d26db58-08f7-4df7-8cbe-29e61a4ab1f9 · outbound

This paper cites Deepsleepnet: A model for automatic sleep stage scoring based on raw single-channel eeg.IEEE Transactions on Neural Sys- tems and Rehabilitation Engineering, 25(11):1998–2008,.

SleepMaMi: A Universal Sleep Foundation Model for Integrating Macro- and Micro-structures Deepsleepnet: A model for automatic sleep stage scoring based on raw single-channel eeg.IEEE Transactions on Neural Sys- tems and Rehabilitation Engineering, 25(11):1998–2008,

Reference 2019

Resolution: unresolved; no resolver link, observed 2026-08-03T03:35:32.578208Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 44e43932-c0dd-495a-a4ad-685054be8327 · outbound

This paper cites Collected between 2013 and 2020 across four sleep centers, the dataset utilizes recordings from Embla and NOX-A1 PSG systems, totaling 10,253 records.

SleepMaMi: A Universal Sleep Foundation Model for Integrating Macro- and Micro-structures Collected between 2013 and 2020 across four sleep centers, the dataset utilizes recordings from Embla and NOX-A1 PSG systems, totaling 10,253 records

Reference 2023

Resolution: malformed identifier; no resolver link, observed 2026-08-03T03:35:33.086825Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e0e16d0-dacb-4d0d-ac70-eb722093a61c · outbound

This paper cites H., and Thorey, V.

SleepMaMi: A Universal Sleep Foundation Model for Integrating Macro- and Micro-structures H., and Thorey, V

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-03T03:35:31.820141Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 28bd980f-54fb-4101-a744-8bf69d04c752 · outbound

This paper cites URL https://doi.org/10.

SleepMaMi: A Universal Sleep Foundation Model for Integrating Macro- and Micro-structures URL https://doi.org/10

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-03T03:35:31.926819Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.