Paper Citation Record · LEDGER

Geometric Machine Learning on EEG Signals

As of 10 August 2026, this Paper Citation Record lists 46 of 46 outbound references and 2 inbound Pith citation observations for arXiv:2502.05334.

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

pith.paper-citation-record.v1
2502.05334 v2

Coverage vector

measured 46 of 46 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T19:48:59.326747Z

measured 48 of 48 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-08T19:49:52.875436Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-21T10:24:06.830901Z

Reference resolution

46 of 46 outbound references displayed

verified exact13
verified fuzzy11
unresolved22
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1dde0707-bd39-4dde-91c6-3fc8c948602a · outbound

This paper cites Anuragi, D.

Geometric Machine Learning on EEG Signals Anuragi, D

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T19:49:01.527061Z

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.

Observation 2063fa1c-c65a-4c4b-ae9e-68856134d3ef · outbound

This paper cites Armonaite, L.

Geometric Machine Learning on EEG Signals Armonaite, L

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T19:49:01.511521Z

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.

Observation 668a2350-fbff-4eca-97d8-f3908c6fb060 · outbound

This paper cites Belkin and P.

Geometric Machine Learning on EEG Signals Belkin and P

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T19:49:01.495511Z

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.

Observation 11507188-f6cc-4e85-a9ac-711ba50c5523 · outbound

This paper cites an unresolved cited work.

Geometric Machine Learning on EEG Signals Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:49:01.479955Z

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.

Observation 449b3631-7e06-47b9-9c2f-0de3005be198 · outbound

This paper cites Curve Your Attention: Mixed-Curvature Transformers for Graph Representation Learning.

Geometric Machine Learning on EEG Signals Curve Your Attention: Mixed-Curvature Transformers for Graph Representation Learning

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-08T19:48:59.121473Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 055860c5-3bfe-4dd9-9ee8-2a6582c625b7 · outbound

This paper cites Removing Neural Signal Artifacts with Autoencoder-Targeted Adversarial Transformers (AT-AT).

Geometric Machine Learning on EEG Signals Removing Neural Signal Artifacts with Autoencoder-Targeted Adversarial Transformers (AT-AT)

Reference 6

Resolution: verified exact; local_arxiv, observed 2026-08-08T19:48:59.434503Z

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.

Observation c8c5c577-9806-4700-810e-40f6fbb84e23 · outbound

This paper cites an unresolved cited work.

Geometric Machine Learning on EEG Signals Unresolved cited work

Reference 7

Resolution: verified exact; doi, observed 2026-08-08T19:48:59.411596Z

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.

Observation 2e5e64d3-7e30-4bdb-bbab-31316d34bf38 · outbound

This paper cites Targeted Adversarial Denoising Autoencoders (TADA) for Neural Time Series Filtration.

Geometric Machine Learning on EEG Signals Targeted Adversarial Denoising Autoencoders (TADA) for Neural Time Series Filtration

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-08T19:48:59.137401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3e473100-9a51-4492-bf75-2280569b6956 · outbound

This paper cites Cinel, D.

Geometric Machine Learning on EEG Signals Cinel, D

Reference 9

Resolution: verified exact; arxiv_id_nonexistent, observed 2026-08-08T19:49:01.041730Z

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.

Observation d04474da-bd16-41bf-b673-de55e4c1113c · outbound

This paper cites an unresolved cited work.

Geometric Machine Learning on EEG Signals Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:49:01.464233Z

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.

Observation 72874153-da0c-4edc-9dfb-d95416a708ba · outbound

This paper cites Hemmelmann, M.

Geometric Machine Learning on EEG Signals Hemmelmann, M

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T19:49:01.449050Z

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.

Observation aa7399ba-c2a3-4294-81e9-18bb4fcf46d5 · outbound

This paper cites Huang, G.

Geometric Machine Learning on EEG Signals Huang, G

Reference 12

Resolution: verified exact; arxiv_id_nonexistent, observed 2026-08-08T19:49:00.871275Z

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.

Observation 053ac16a-3160-45d2-bf26-5182541e167e · outbound

This paper cites Tackling Over-Smoothing for General Graph Convolutional Networks.

Geometric Machine Learning on EEG Signals Tackling Over-Smoothing for General Graph Convolutional Networks

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-08T19:48:59.164658Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1be77865-25a2-4858-af13-beb23063e454 · outbound

This paper cites an unresolved cited work.

Geometric Machine Learning on EEG Signals Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:49:01.432259Z

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.

Observation 03e47e44-095d-4818-b034-8d15452d292b · outbound

This paper cites an unresolved cited work.

Geometric Machine Learning on EEG Signals Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:49:01.416151Z

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.

Observation 5dffd325-2e30-4cb9-8fea-fa6fb0b15dba · outbound

This paper cites Liang, R.

Geometric Machine Learning on EEG Signals Liang, R

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T19:49:01.400480Z

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.

Observation 09e06546-6bfe-4c55-8572-d2e536b3be99 · outbound

This paper cites an unresolved cited work.

Geometric Machine Learning on EEG Signals Unresolved cited work

Reference 17

Resolution: verified exact; arxiv_id_nonexistent, observed 2026-08-08T19:49:00.687334Z

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.

Observation 31b67064-185a-43b3-bbfb-a54ab25a01a7 · outbound

This paper cites an unresolved cited work.

Geometric Machine Learning on EEG Signals Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:49:01.383934Z

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.

Observation f4bc9f80-18d5-4d73-9449-1ebaf4ba217d · outbound

This paper cites Lopez-Bernal, D.

Geometric Machine Learning on EEG Signals Lopez-Bernal, D

Reference 19

Resolution: verified exact; arxiv_id_nonexistent, observed 2026-08-08T19:49:00.501427Z

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.

Observation 6c280606-538c-42fe-b057-f8ce5f651bec · outbound

This paper cites Mahapatra and P.

Geometric Machine Learning on EEG Signals Mahapatra and P

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T19:49:01.367957Z

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.

Observation 3e8627d5-1bce-4f77-be22-0390a4fa360b · outbound

This paper cites Makeig, C.

Geometric Machine Learning on EEG Signals Makeig, C

Reference 21

Resolution: verified exact; arxiv_id_nonexistent, observed 2026-08-08T19:49:00.323271Z

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.

Observation 63bf1097-2d30-4d71-a4d1-f080291fde39 · outbound

This paper cites Mishra, K.

Geometric Machine Learning on EEG Signals Mishra, K

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T19:49:01.350844Z

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.

Observation 639c66c8-02f8-47a3-b22c-c55976bfac2a · outbound

This paper cites an unresolved cited work.

Geometric Machine Learning on EEG Signals Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:49:01.334370Z

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.

Observation 1c1467e6-a9c9-4d7f-9952-e14834216da0 · outbound

This paper cites an unresolved cited work.

Geometric Machine Learning on EEG Signals Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:49:01.318010Z

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.

Observation 4a194f6b-b02f-42bc-9053-db16d0f6d752 · outbound

This paper cites an unresolved cited work.

Geometric Machine Learning on EEG Signals Unresolved cited work

Reference 25

Resolution: verified exact; arxiv_id_nonexistent, observed 2026-08-08T19:49:00.112422Z

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.

Observation 11c031e7-16e8-4557-985a-d77586bf002a · outbound

This paper cites Narasimhan, H.

Geometric Machine Learning on EEG Signals Narasimhan, H

Reference 26

Resolution: verified exact; arxiv_id_nonexistent, observed 2026-08-08T19:48:59.917173Z

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.

Observation 6301e3a8-ae2d-4d77-a671-4b14488d3bc6 · outbound

This paper cites Ollivier.

Geometric Machine Learning on EEG Signals Ollivier

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T19:49:01.301106Z

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.

Observation 7c5562ec-655a-4d23-a4ca-4d99e8a45dc7 · outbound

This paper cites an unresolved cited work.

Geometric Machine Learning on EEG Signals Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:49:01.284405Z

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.

Observation 26043c07-a290-45b4-8a8f-ded067a857f2 · outbound

This paper cites Beyond Over-smoothing: Uncovering the Trainability Challenges in Deep Graph Neural Networks.

Geometric Machine Learning on EEG Signals Beyond Over-smoothing: Uncovering the Trainability Challenges in Deep Graph Neural Networks

Reference 29

Resolution: verified exact; local_arxiv, observed 2026-08-08T19:48:59.735692Z

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.

Observation 66f48d97-57d2-47e9-9c1b-e12886d658ff · outbound

This paper cites an unresolved cited work.

Geometric Machine Learning on EEG Signals Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:49:01.267391Z

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.

Observation e240e995-98c3-4993-a0ec-0e3ae16de1dc · outbound

This paper cites an unresolved cited work.

Geometric Machine Learning on EEG Signals Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:49:01.252127Z

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.

Observation 1d48b224-0ee0-44d2-9161-2fd28abc40c6 · outbound

This paper cites an unresolved cited work.

Geometric Machine Learning on EEG Signals Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-08T19:48:59.256093Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ecda1fc0-89bb-4fb5-b793-42824ad452b8 · outbound

This paper cites an unresolved cited work.

Geometric Machine Learning on EEG Signals Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:49:01.235376Z

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.

Observation 8074225d-a7cc-48b6-a6a0-15822998f9aa · outbound

This paper cites an unresolved cited work.

Geometric Machine Learning on EEG Signals Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:49:01.219090Z

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.

Observation 7359a3f9-cc98-4764-b5be-779f7244aa7f · outbound

This paper cites an unresolved cited work.

Geometric Machine Learning on EEG Signals Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:49:01.202633Z

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.

Observation b1b416b3-ff92-4bfe-af71-97ea39eeef28 · outbound

This paper cites Curvature-based Clustering on Graphs.

Geometric Machine Learning on EEG Signals Curvature-based Clustering on Graphs

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-08T19:48:59.275334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8834b46a-e8a8-400a-8e03-cb3ddfc64358 · outbound

This paper cites an unresolved cited work.

Geometric Machine Learning on EEG Signals Unresolved cited work

Reference 37

Resolution: verified exact; arxiv_id_nonexistent, observed 2026-08-08T19:48:59.693414Z

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.

Observation 8d55fb4c-435f-44a3-994a-39ffbf19c1df · outbound

This paper cites Vaswani, N.

Geometric Machine Learning on EEG Signals Vaswani, N

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-08T19:48:59.285299Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4181e9eb-2de1-455f-8e14-ee63e7835ed9 · outbound

This paper cites MindBigData 2022 A Large Dataset of Brain Signals.

Geometric Machine Learning on EEG Signals MindBigData 2022 A Large Dataset of Brain Signals

Reference 39

Resolution: verified exact; local_arxiv, observed 2026-08-08T19:48:59.457171Z

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.

Observation 029ddec7-eb94-4bab-be12-a156180011a8 · outbound

This paper cites an unresolved cited work.

Geometric Machine Learning on EEG Signals Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:49:01.172904Z

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.

Observation 40bced14-d830-453c-a942-cbeb108c9938 · outbound

This paper cites Weber, E.

Geometric Machine Learning on EEG Signals Weber, E

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T19:49:01.155494Z

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.

Observation a87b5955-e937-4323-a6c8-e3a7814919d2 · outbound

This paper cites an unresolved cited work.

Geometric Machine Learning on EEG Signals Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:49:01.139311Z

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.

Observation e9228271-ad31-486f-952c-3748a72a2f66 · outbound

This paper cites an unresolved cited work.

Geometric Machine Learning on EEG Signals Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:49:01.121165Z

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.

Observation 2bd70034-940e-4119-bd47-caebd9e13445 · outbound

This paper cites an unresolved cited work.

Geometric Machine Learning on EEG Signals Unresolved cited work

Reference 44

Resolution: verified exact; doi, observed 2026-08-08T19:48:59.365318Z

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.

Observation da9ac897-a7a4-4726-88a8-2a927ced8ee6 · outbound

This paper cites Zhang, C.

Geometric Machine Learning on EEG Signals Zhang, C

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T19:49:01.102797Z

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.

Observation 124b784b-1a3b-4d8a-b51e-9da1ac03b1bb · outbound

This paper cites Zhang, M.

Geometric Machine Learning on EEG Signals Zhang, M

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T19:49:01.084736Z

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.

Pith citing papers

Observation 12e75c37-18a1-4ed5-aa17-85223ede1a97 · inbound

Removing Neural Signal Artifacts with Autoencoder-Targeted Adversarial Transformers (AT-AT) cites this paper.

Removing Neural Signal Artifacts with Autoencoder-Targeted Adversarial Transformers (AT-AT) Geometric Machine Learning on EEG Signals

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-08T19:49:52.875436Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6c4bdeb0-0eed-44db-9050-79f76c6bd419 · inbound

Informationally Compressive Anonymization: Non-Degrading Sensitive Input Protection for Privacy-Preserving Supervised Machine Learning cites this paper.

Informationally Compressive Anonymization: Non-Degrading Sensitive Input Protection for Privacy-Preserving Supervised Machine Learning Geometric Machine Learning on EEG Signals

Reference 31

Resolution: verified exact; arxiv_id, observed 2026-05-21T10:24:06.832590Z

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.