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Paper Citation Record · LEDGER

SingLEM: Single-Channel Large EEG Model

As of 14 August 2026, this Paper Citation Record lists 100 of 108 outbound references and 4 inbound Pith citation observations for arXiv:2509.17920.

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

pith.paper-citation-record.v1
2509.17920 v2

Coverage vector

measured 100 of 108 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T15:56:14.919081Z

measured 104 of 104 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T00:15:08.459649Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-30T12:04:38.649235Z

Reference resolution

100 of 108 outbound references displayed

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  • malformed identifier0
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External citation measurements

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Outbound references

Observation 1680d77c-a6dd-43d2-bbd9-4e3254e5292e · outbound

This paper cites Brain–computer interfaces using sensorimotor rhythms: Current state and future perspectives,.

SingLEM: Single-Channel Large EEG Model Brain–computer interfaces using sensorimotor rhythms: Current state and future perspectives,

Reference 1

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Observation 133928fd-8ee8-46fd-ac5e-d80a0056a0d6 · outbound

This paper cites DeepSleepNet: A model for automatic sleep stage scoring based on raw single-channel EEG,.

SingLEM: Single-Channel Large EEG Model DeepSleepNet: A model for automatic sleep stage scoring based on raw single-channel EEG,

Reference 2

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source=pdf_text observed=2026-08-04T15:56:14.611051Z digest=sha256:4c36f7ed83757259c244d0d4946c5dc362a5e2b8e1d255c0490a2bc0b3531539

Observation ca884e48-a6cc-4604-837f-49e140e6be8b · outbound

This paper cites Automated detection of abnormalities from an EEG recording of epilepsy patients with a compact convolutional neural network,.

SingLEM: Single-Channel Large EEG Model Automated detection of abnormalities from an EEG recording of epilepsy patients with a compact convolutional neural network,

Reference 3

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Observation 144f9a70-8be0-4a2c-b793-d0376f1e3041 · outbound

This paper cites EEG-based seizure onset detection of frontal and temporal lobe epilepsies using 1DCNN,.

SingLEM: Single-Channel Large EEG Model EEG-based seizure onset detection of frontal and temporal lobe epilepsies using 1DCNN,

Reference 4

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Observation 33bec90e-74e2-420a-ae29-3a02eeea71c3 · outbound

This paper cites Real-time epileptic seizure prediction method with spatio-temporal information transfer learning,.

SingLEM: Single-Channel Large EEG Model Real-time epileptic seizure prediction method with spatio-temporal information transfer learning,

Reference 5

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Observation 27e1ce1b-8dc2-4ecf-98d9-cfe37ca4668a · outbound

This paper cites Electroencephalography machine-learning features and methods for early diagnosis and classification of Parkin- son’s disease (2013–2023): A review,.

SingLEM: Single-Channel Large EEG Model Electroencephalography machine-learning features and methods for early diagnosis and classification of Parkin- son’s disease (2013–2023): A review,

Reference 6

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Observation e375697a-e271-4e71-8e37-90f0e25fc4c2 · outbound

This paper cites Machine-learning-based approaches for post- traumatic stress disorder diagnosis using video and EEG sensors: A review,.

SingLEM: Single-Channel Large EEG Model Machine-learning-based approaches for post- traumatic stress disorder diagnosis using video and EEG sensors: A review,

Reference 7

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Observation f7e82392-055d-46e3-87c6-611d5bb32822 · outbound

This paper cites Emotions recognition using EEG signals: A survey,.

SingLEM: Single-Channel Large EEG Model Emotions recognition using EEG signals: A survey,

Reference 8

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Observation 7250066e-57c7-4a3d-8ef6-fd4cef549ecf · outbound

This paper cites EmT: A novel transformer for generalized cross-subject EEG emotion recognition,.

SingLEM: Single-Channel Large EEG Model EmT: A novel transformer for generalized cross-subject EEG emotion recognition,

Reference 9

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Observation 98473a98-8094-4a44-bfeb-f8235fc963ef · outbound

This paper cites EEG-based cross-subject emotion recognition using sparse Bayesian learning with enhanced covariance alignment,.

SingLEM: Single-Channel Large EEG Model EEG-based cross-subject emotion recognition using sparse Bayesian learning with enhanced covariance alignment,

Reference 10

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Observation bc32c877-f2bd-4887-a7d7-1bd98a8e09eb · outbound

This paper cites A review of classification algorithms for EEG-based brain–computer interfaces: a 10 year update,.

SingLEM: Single-Channel Large EEG Model A review of classification algorithms for EEG-based brain–computer interfaces: a 10 year update,

Reference 11

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Observation 6f6283b4-7254-42d8-bffc-0f1c2e45cfbd · outbound

This paper cites Unsupervised domain adaptation with synchronized self-training for cross-domain motor imagery recognition,.

SingLEM: Single-Channel Large EEG Model Unsupervised domain adaptation with synchronized self-training for cross-domain motor imagery recognition,

Reference 13

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Observation 5fb80efd-6713-430c-be84-53a45f9c26f7 · outbound

This paper cites Fine-grained spatial-frequency-time framework for motor imagery brain–computer interface,.

SingLEM: Single-Channel Large EEG Model Fine-grained spatial-frequency-time framework for motor imagery brain–computer interface,

Reference 14

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Observation 04afc530-ff8b-4478-ab69-449555cac059 · outbound

This paper cites Leveraging peripheral visual stimuli for enhanced SSVEP-based BCIs in fast calibration scenario,.

SingLEM: Single-Channel Large EEG Model Leveraging peripheral visual stimuli for enhanced SSVEP-based BCIs in fast calibration scenario,

Reference 15

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Observation c14a16f5-5da2-4772-a885-83c30062a2f4 · outbound

This paper cites A transformer-based deep neural network model for SSVEP classification,.

SingLEM: Single-Channel Large EEG Model A transformer-based deep neural network model for SSVEP classification,

Reference 16

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Observation 04d83382-68e8-4e9e-b72d-6b8f12bbd056 · outbound

This paper cites Advancing sleep disorder diagnostics: A transformer- based EEG model for sleep stage classification and OSA prediction,.

SingLEM: Single-Channel Large EEG Model Advancing sleep disorder diagnostics: A transformer- based EEG model for sleep stage classification and OSA prediction,

Reference 17

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Observation 17ec6aa1-e190-4738-ae0e-6b6b640f18b5 · outbound

This paper cites SleepSatelightFTC: A lightweight and interpretable deep learning model for single-channel EEG-based sleep stage classifica- tion,.

SingLEM: Single-Channel Large EEG Model SleepSatelightFTC: A lightweight and interpretable deep learning model for single-channel EEG-based sleep stage classifica- tion,

Reference 18

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Observation e7c1ae3e-b409-4ffd-93d4-58244aac283c · outbound

This paper cites Characteristics of physical environments that en- hance learning: A systematic review of EEG-based empirical studies,.

SingLEM: Single-Channel Large EEG Model Characteristics of physical environments that en- hance learning: A systematic review of EEG-based empirical studies,

Reference 19

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Observation 20f21563-435e-46c9-9c35-3e5446e190bb · outbound

This paper cites Enhanced cognitive load detection in air traffic control operators using EEG and a hybrid deep learning approach,.

SingLEM: Single-Channel Large EEG Model Enhanced cognitive load detection in air traffic control operators using EEG and a hybrid deep learning approach,

Reference 20

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Observation 6e431b45-bbbd-4d72-84bf-cf43c1795d68 · outbound

This paper cites BERT: Pre-training of deep bidirectional transformers for language understanding,.

SingLEM: Single-Channel Large EEG Model BERT: Pre-training of deep bidirectional transformers for language understanding,

Reference 21

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Observation 008ea4e9-1080-4334-a3dd-961e6f239418 · outbound

This paper cites GPT-4 Technical Report.

SingLEM: Single-Channel Large EEG Model GPT-4 Technical Report

Reference 22

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Observation 86986649-dde7-4385-bfae-1fd9c034763c · outbound

This paper cites An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale.

SingLEM: Single-Channel Large EEG Model An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Reference 23

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Observation fcee7743-9c6b-494f-8781-13abf80b610d · outbound

This paper cites Large AI models in health informatics: Applications, challenges, and the future,.

SingLEM: Single-Channel Large EEG Model Large AI models in health informatics: Applications, challenges, and the future,

Reference 24

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Observation d1a06a8e-e859-4b54-a505-3893ac7d9154 · outbound

This paper cites Foundation model for advancing healthcare: Challenges, opportunities and future directions,.

SingLEM: Single-Channel Large EEG Model Foundation model for advancing healthcare: Challenges, opportunities and future directions,

Reference 25

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Observation a1702925-592e-445a-9f5b-9a31686584ec · outbound

This paper cites A comprehensive survey of foundation models in medicine,.

SingLEM: Single-Channel Large EEG Model A comprehensive survey of foundation models in medicine,

Reference 26

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Observation 99150aaf-b39d-488b-8b67-cb83b9959054 · outbound

This paper cites BENDR: Using transformers and a contrastive self- supervised learning task to learn from massive amounts of EEG data,.

SingLEM: Single-Channel Large EEG Model BENDR: Using transformers and a contrastive self- supervised learning task to learn from massive amounts of EEG data,

Reference 27

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Observation 97524c31-dd0b-4086-b94b-e184a64c0b8e · outbound

This paper cites Biot: Biosignal transformer for cross-data learning in the wild,.

SingLEM: Single-Channel Large EEG Model Biot: Biosignal transformer for cross-data learning in the wild,

Reference 28

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Observation f11bce06-4ec7-441f-a9ef-5c42df16ba49 · outbound

This paper cites Large brain model for learning generic representations with tremendous EEG data in BCI,.

SingLEM: Single-Channel Large EEG Model Large brain model for learning generic representations with tremendous EEG data in BCI,

Reference 29

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Observation 8f28c479-41b7-4b93-8166-c16033554138 · outbound

This paper cites CBraMod: A criss-cross brain foundation model for EEG decoding,.

SingLEM: Single-Channel Large EEG Model CBraMod: A criss-cross brain foundation model for EEG decoding,

Reference 30

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Observation cf6294fd-cbb4-4937-95b2-659a1285f579 · outbound

This paper cites Masked autoencoders are scalable vision learners,.

SingLEM: Single-Channel Large EEG Model Masked autoencoders are scalable vision learners,

Reference 31

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Observation 595e4348-45fd-4a5e-8dd9-294f724f9434 · outbound

This paper cites Deep learning with convolutional neural networks for EEG decoding and visualization,.

SingLEM: Single-Channel Large EEG Model Deep learning with convolutional neural networks for EEG decoding and visualization,

Reference 32

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Observation b7439735-19ff-4103-8dca-46bf6e0655f3 · outbound

This paper cites EEGNet: a compact convolutional neural network for EEG-based brain–computer interfaces,.

SingLEM: Single-Channel Large EEG Model EEGNet: a compact convolutional neural network for EEG-based brain–computer interfaces,

Reference 33

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Observation 9df50dec-6cd8-4df8-b4b6-b6000560190e · outbound

This paper cites Development of expert-level classification of seizures and rhythmic and periodic patterns during EEG interpretation,.

SingLEM: Single-Channel Large EEG Model Development of expert-level classification of seizures and rhythmic and periodic patterns during EEG interpretation,

Reference 34

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Observation 9fc6fd79-fd98-4b57-8182-73260ae5901e · outbound

This paper cites EEG conformer: Convolutional transformer for EEG decoding and visualization,.

SingLEM: Single-Channel Large EEG Model EEG conformer: Convolutional transformer for EEG decoding and visualization,

Reference 35

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Observation 195376d1-69b3-440a-a6a6-6d5bdf6b7d00 · outbound

This paper cites EEG-deformer: A dense convolutional transformer for brain-computer interfaces,.

SingLEM: Single-Channel Large EEG Model EEG-deformer: A dense convolutional transformer for brain-computer interfaces,

Reference 36

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Observation bddb768f-631e-4b8d-acd9-47b8061afeab · outbound

This paper cites Deep learning-based electroencephalography analysis: a systematic review,.

SingLEM: Single-Channel Large EEG Model Deep learning-based electroencephalography analysis: a systematic review,

Reference 37

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Observation 902b477b-76b3-488e-a02b-5285cfa5626b · outbound

This paper cites EEG datasets for motor imagery brain–computer interface,.

SingLEM: Single-Channel Large EEG Model EEG datasets for motor imagery brain–computer interface,

Reference 38

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Observation b7538d11-b459-4821-be42-5f8cb7d72a90 · outbound

This paper cites BCI2000: a general-purpose brain-computer interface (BCI) system,.

SingLEM: Single-Channel Large EEG Model BCI2000: a general-purpose brain-computer interface (BCI) system,

Reference 39

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Observation c386fe27-b85d-4790-ad41-00aa0e4d9cff · outbound

This paper cites Open access dataset for EEG+NIRS single-trial classi- fication,.

SingLEM: Single-Channel Large EEG Model Open access dataset for EEG+NIRS single-trial classi- fication,

Reference 40

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source=pdf_text observed=2026-08-04T15:56:14.732270Z digest=sha256:8d2bc7990d671cecfa0c55a2e4ef8c2b6216af7fcba0585f57c5e3873bed1774

Observation 96f57fb5-bdf9-4e54-a984-2aa699e522f7 · outbound

This paper cites A large electroencephalographic motor imagery dataset for electroencephalographic brain computer interfaces,.

SingLEM: Single-Channel Large EEG Model A large electroencephalographic motor imagery dataset for electroencephalographic brain computer interfaces,

Reference 41

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source=pdf_text observed=2026-08-04T15:56:14.735083Z digest=sha256:7a1e846068486de8725531f795b875e5c7e8af91ea65fee2b7a0e637609c36b1

Observation fd8b25a4-a0d6-4207-8ae2-294e195ae062 · outbound

This paper cites EEG dataset and OpenBMI toolbox for three BCI paradigms: An investigation into BCI illiteracy,.

SingLEM: Single-Channel Large EEG Model EEG dataset and OpenBMI toolbox for three BCI paradigms: An investigation into BCI illiteracy,

Reference 42

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source=pdf_text observed=2026-08-04T15:56:14.738125Z digest=sha256:052815b5b30f8788f8c4c8880761f7aaf248accb5158be76ef65bd9b0ffd8d2f

Observation c8134feb-9997-4ac7-bc2f-bfe389575d25 · outbound

This paper cites Motor imagery under distraction—an open access BCI dataset,.

SingLEM: Single-Channel Large EEG Model Motor imagery under distraction—an open access BCI dataset,

Reference 43

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source=pdf_text observed=2026-08-04T15:56:14.740855Z digest=sha256:17dcce1d229aba975f159b84317c0e99b3ed53bb6dff825cee0b9b286d8fcece

Observation 3309b7ba-273f-4917-becb-0168513f4cab · outbound

This paper cites Open access dataset integrating EEG and fNIRS during Stroop tasks,.

SingLEM: Single-Channel Large EEG Model Open access dataset integrating EEG and fNIRS during Stroop tasks,

Reference 44

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source=pdf_text observed=2026-08-04T15:56:14.743984Z digest=sha256:0e9a3ededd2fd4be75828338c8053b3094d87ea2527aac7b758b9813596a818d

Observation 3a782bf9-13ec-49bd-8691-73bd5cf7bdbb · outbound

This paper cites ChineseEEG: A Chinese linguistic corpora EEG dataset for semantic alignment and neural decoding,.

SingLEM: Single-Channel Large EEG Model ChineseEEG: A Chinese linguistic corpora EEG dataset for semantic alignment and neural decoding,

Reference 45

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source=pdf_text observed=2026-08-04T15:56:14.747014Z digest=sha256:37e5efd044c698920cabb63edfdadf5b18154290e8736ce96106f1af2f8052df

Observation 0599bd3b-3be6-4cd0-bf78-c6db55c48013 · outbound

This paper cites Resting-state EEG data before and after cognitive activity across the adult lifespan and a 5-year follow-up,.

SingLEM: Single-Channel Large EEG Model Resting-state EEG data before and after cognitive activity across the adult lifespan and a 5-year follow-up,

Reference 46

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source=pdf_text observed=2026-08-04T15:56:14.749961Z digest=sha256:0f5e2f7d0f1a72e58a2dd3cc862ff822916c095d2f356bb2514f0fb169f87fe4

Observation 6d66eb0c-b496-4dac-96cd-06be4399c0eb · outbound

This paper cites EEG and fNIRS datasets based on Stroop task during two weeks of high-altitude exposure in new immigrants,.

SingLEM: Single-Channel Large EEG Model EEG and fNIRS datasets based on Stroop task during two weeks of high-altitude exposure in new immigrants,

Reference 47

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source=pdf_text observed=2026-08-04T15:56:14.752797Z digest=sha256:02c1e8e764ba25aa2dc2ffe05dfe058bb78a7b61bc239532a4bfaa529e924428

Observation 5652b860-c9ce-4fca-8c9f-d41a529ed290 · outbound

This paper cites Le petit prince hong kong (lpphk): Naturalistic fMRI and EEG data from older Cantonese speakers,.

SingLEM: Single-Channel Large EEG Model Le petit prince hong kong (lpphk): Naturalistic fMRI and EEG data from older Cantonese speakers,

Reference 48

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source=pdf_text observed=2026-08-04T15:56:14.755604Z digest=sha256:6ee8524642f531acc6efd4e6a2ba298bf3e2af43fc687a2657bd7c791acfa7dd

Observation 715846e5-5f83-402a-addc-1bdf81c0b23e · outbound

This paper cites A resting-state EEG dataset for sleep deprivation,.

SingLEM: Single-Channel Large EEG Model A resting-state EEG dataset for sleep deprivation,

Reference 49

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source=pdf_text observed=2026-08-04T15:56:14.758733Z digest=sha256:86b886755310e0d45e32d488643d3c99bc6715344f9928a3fc27d81851daa65b

Observation 85598a1e-ad22-4599-909c-6f9ab3585d17 · outbound

This paper cites A mind-brain-body dataset of MRI, EEG, cognition, emotion, and peripheral physiology in young and old adults,.

SingLEM: Single-Channel Large EEG Model A mind-brain-body dataset of MRI, EEG, cognition, emotion, and peripheral physiology in young and old adults,

Reference 50

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source=pdf_text observed=2026-08-04T15:56:14.762025Z digest=sha256:a52bbe44f91109bb5413834b2da147a52570f2c3694c04aecd89a39c4127efaa

Observation 535dda3b-7487-45be-8dcc-b6e9f1b75142 · outbound

This paper cites The two decades brainclinics research archive for insights in neurophysiology (TDBRAIN) database,.

SingLEM: Single-Channel Large EEG Model The two decades brainclinics research archive for insights in neurophysiology (TDBRAIN) database,

Reference 51

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source=pdf_text observed=2026-08-04T15:56:14.765179Z digest=sha256:c6d46f4bb5d2090f89b01f48e39e9af774428b85cafa27b43bef7e5e236d0438

Observation b9ade062-280c-4011-a67d-5eea53f5a684 · outbound

This paper cites An EEG & eye-tracking dataset of ALS patients & healthy people during eye-tracking-based spelling system usage,.

SingLEM: Single-Channel Large EEG Model An EEG & eye-tracking dataset of ALS patients & healthy people during eye-tracking-based spelling system usage,

Reference 52

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source=pdf_text observed=2026-08-04T15:56:14.768456Z digest=sha256:474aaebc600d2961147567eceae193a2f28f04f944218d0a6308ab3f55afe7bb

Observation 50484bdd-6f34-4e36-94f9-82dd9e23dbb6 · outbound

This paper cites Human EEG recordings for 1,854 concepts presented in rapid serial visual presentation streams,.

SingLEM: Single-Channel Large EEG Model Human EEG recordings for 1,854 concepts presented in rapid serial visual presentation streams,

Reference 53

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source=pdf_text observed=2026-08-04T15:56:14.771489Z digest=sha256:9a18e5ee79c91ec657e611385f40a3a3f96e4ea8e23dea8a8b0f332ec17b07ff

Observation 6887f0bf-a396-4379-b41e-b1e8384d9e4c · outbound

This paper cites PEARL-Neuro database: EEG, fMRI, health and lifestyle data of middle-aged people at risk of dementia,.

SingLEM: Single-Channel Large EEG Model PEARL-Neuro database: EEG, fMRI, health and lifestyle data of middle-aged people at risk of dementia,

Reference 54

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source=pdf_text observed=2026-08-04T15:56:14.774753Z digest=sha256:e46c74f71780aedd35a3fa426a7dd60ff990089a504a83c3a99a63f92e210d82

Observation 9c6bd461-a8dd-4039-8ca3-fafa6cb68f60 · outbound

This paper cites A large EEG dataset for studying cross-session variability in motor imagery brain-computer interface,.

SingLEM: Single-Channel Large EEG Model A large EEG dataset for studying cross-session variability in motor imagery brain-computer interface,

Reference 55

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source=pdf_text observed=2026-08-04T15:56:14.777709Z digest=sha256:0e987ece17ec29683c0eabe9f4e0caabaf43b642fda7084c555b783ef6b667bb

Observation 64954545-5b66-4f4d-a9eb-362128fa56e1 · outbound

This paper cites An EEG dataset of neural signatures in a competitive two-player game encouraging deceptive behavior,.

SingLEM: Single-Channel Large EEG Model An EEG dataset of neural signatures in a competitive two-player game encouraging deceptive behavior,

Reference 56

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source=pdf_text observed=2026-08-04T15:56:14.780513Z digest=sha256:8960e7d3b0113b1e6c42fde4272ac0abcad5bc01a4dc0dd1fab985f4179bb98a

Observation 374fbe8e-1427-414e-a6f6-f1e9c0c9a3f3 · outbound

This paper cites Multi-channel EEG recordings during a sustained- attention driving task,.

SingLEM: Single-Channel Large EEG Model Multi-channel EEG recordings during a sustained- attention driving task,

Reference 57

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source=pdf_text observed=2026-08-04T15:56:14.783561Z digest=sha256:0ad56409539191a85a76571714f1030b34dfee94e78a22c71a5d8d4c7981d1c8

Observation 88537c0b-41e1-4011-8542-6a6783c50ec9 · outbound

This paper cites An open-access dataset of naturalistic viewing using simultaneous EEG-fMRI,.

SingLEM: Single-Channel Large EEG Model An open-access dataset of naturalistic viewing using simultaneous EEG-fMRI,

Reference 58

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source=pdf_text observed=2026-08-04T15:56:14.786651Z digest=sha256:086b3c70fd45378021d52273c52fc8cfa9fcdba6b56fe579c30ad3ec0cb09580

Observation 099e41a4-5a82-494e-983d-0c25cceabbcd · outbound

This paper cites Multi-channel EEG recording during motor imagery of different joints from the same limb,.

SingLEM: Single-Channel Large EEG Model Multi-channel EEG recording during motor imagery of different joints from the same limb,

Reference 59

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source=pdf_text observed=2026-08-04T15:56:14.789687Z digest=sha256:da473440d265fc409a8e93d4b63f12cc150f13385870ce69bb79bfdf04d6e3a8

Observation 56fd69e0-6a84-4c44-8e55-1cb1588f166b · outbound

This paper cites A multi-day and high-quality EEG dataset for motor imagery brain-computer interface,.

SingLEM: Single-Channel Large EEG Model A multi-day and high-quality EEG dataset for motor imagery brain-computer interface,

Reference 60

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source=pdf_text observed=2026-08-04T15:56:14.792829Z digest=sha256:1272249d09e0eef4c05534353f620b7b919aa74f586afc2e18f0c3b71814464b

Observation d431cfe8-f9de-45b6-b53e-d013f7794c9d · outbound

This paper cites A resource for assessing dynamic binary choices in the adult brain using EEG and mouse-tracking,.

SingLEM: Single-Channel Large EEG Model A resource for assessing dynamic binary choices in the adult brain using EEG and mouse-tracking,

Reference 61

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source=pdf_text observed=2026-08-04T15:56:14.796019Z digest=sha256:1fc43d7c48b188c14d85ce42a8400391180dbadc1bd25e093dd5ef025202deb1

Observation e4befadd-2508-4694-ba97-9298c72c5337 · outbound

This paper cites A large EEG database with users’ profile informa- tion for motor imagery brain-computer interface research,.

SingLEM: Single-Channel Large EEG Model A large EEG database with users’ profile informa- tion for motor imagery brain-computer interface research,

Reference 62

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source=pdf_text observed=2026-08-04T15:56:14.799077Z digest=sha256:3a481b061871bbd926a14ae8aba18029861dadeee078e610fee972bcaf6fa8c3

Observation 1c071985-77db-44f3-8c5b-e58760e073b0 · outbound

This paper cites A test-retest resting, and cognitive state EEG dataset during multiple subject-driven states,.

SingLEM: Single-Channel Large EEG Model A test-retest resting, and cognitive state EEG dataset during multiple subject-driven states,

Reference 63

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source=pdf_text observed=2026-08-04T15:56:14.802124Z digest=sha256:ba6bd6046f26741b79a6758b4dd84d80dd2d343a3f0727049b14a1d374bf1ad8

Observation 30f22bdd-c41d-450a-8897-42bd55dbb3a3 · outbound

This paper cites A large finer-grained affective computing EEG dataset,.

SingLEM: Single-Channel Large EEG Model A large finer-grained affective computing EEG dataset,

Reference 64

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source=pdf_text observed=2026-08-04T15:56:14.805105Z digest=sha256:d789b90fb001d8431ecc9e9b99d84506d2e89dbf939d8f3e64fae239b1900717

Observation 1220f6fc-0a06-4e0f-b2e6-735643818929 · outbound

This paper cites Simultaneous acquisition of EEG and NIRS during cognitive tasks for an open access dataset,.

SingLEM: Single-Channel Large EEG Model Simultaneous acquisition of EEG and NIRS during cognitive tasks for an open access dataset,

Reference 65

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source=pdf_text observed=2026-08-04T15:56:14.808397Z digest=sha256:94add3cb17b9d5d2f000a8042821644e414f9a3a3ffc0b45abc486b367dd2079

Observation cf5ed493-f1d4-48a3-aad6-0ab8b785384d · outbound

This paper cites Open multi-session and multi-task EEG cognitive dataset for passive brain-computer interface applications,.

SingLEM: Single-Channel Large EEG Model Open multi-session and multi-task EEG cognitive dataset for passive brain-computer interface applications,

Reference 66

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source=pdf_text observed=2026-08-04T15:56:14.812391Z digest=sha256:0e6b443c862e9fe7bfcdca597a933cc7f207b627691ea9a644e0e2d9697cb4e9

Observation b5afca2d-4302-4ef5-89ea-ae2fdc0ccfb5 · outbound

This paper cites Dataset of concurrent EEG, ECG, and behavior with multiple doses of transcranial electrical stimulation,.

SingLEM: Single-Channel Large EEG Model Dataset of concurrent EEG, ECG, and behavior with multiple doses of transcranial electrical stimulation,

Reference 67

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source=pdf_text observed=2026-08-04T15:56:14.815552Z digest=sha256:e2296ac56969dcafe2f12aa5144e072f8a89575fa20099d70045aa5c6a52424e

Observation c8c7a847-c327-43fb-aa74-78177400843b · outbound

This paper cites Thinking out loud, an open-access EEG-based BCI dataset for inner speech recognition,.

SingLEM: Single-Channel Large EEG Model Thinking out loud, an open-access EEG-based BCI dataset for inner speech recognition,

Reference 68

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source=pdf_text observed=2026-08-04T15:56:14.819105Z digest=sha256:ecbb2e47c4002455a698366f7660ba3d9dcc943bbffc6d242a8a8f0daf6ff929

Observation 88894dd6-8333-4120-aff3-fcd23a1296d1 · outbound

This paper cites EEG dataset for RSVP and P300 speller brain-computer interfaces,.

SingLEM: Single-Channel Large EEG Model EEG dataset for RSVP and P300 speller brain-computer interfaces,

Reference 69

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source=pdf_text observed=2026-08-04T15:56:14.822349Z digest=sha256:4aa8f0d1172fc5257dc95673ca61da7d550e39d22b8a647d116df06f037e7c65

Observation 65707d22-ac72-4bc4-b488-e5787bd90a61 · outbound

This paper cites ZuCo, a simultaneous EEG and eye-tracking resource for natural sentence reading,.

SingLEM: Single-Channel Large EEG Model ZuCo, a simultaneous EEG and eye-tracking resource for natural sentence reading,

Reference 70

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source=pdf_text observed=2026-08-04T15:56:14.825728Z digest=sha256:c909e277b4dcf9fc1d62c28c1ea10fb76a01e90938269348bf0df99019c0b33b

Observation c0eae2cd-123d-4f2e-aac6-a9613b29e4a9 · outbound

This paper cites Lower limb motor imagery EEG dataset based on the multi-paradigm and longitudinal-training of stroke patients,.

SingLEM: Single-Channel Large EEG Model Lower limb motor imagery EEG dataset based on the multi-paradigm and longitudinal-training of stroke patients,

Reference 71

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source=pdf_text observed=2026-08-04T15:56:14.828859Z digest=sha256:2d5ec334343d92a259cc345ed027224f6726fc2e659c2317e1bc95635fac8088

Observation 7a13061c-c889-4afd-b56b-97e781fa416f · outbound

This paper cites High-density EEG mobile brain/body imaging data recorded during a challenging auditory gait pacing task,.

SingLEM: Single-Channel Large EEG Model High-density EEG mobile brain/body imaging data recorded during a challenging auditory gait pacing task,

Reference 72

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source=pdf_text observed=2026-08-04T15:56:14.831996Z digest=sha256:d5a6fde0b6a6539666e54ca1049b69f56108998de596b30bc1165a8346c999d8

Observation 92e0b5d5-b70f-46ef-957c-fef961f1b3d6 · outbound

This paper cites SAM 40: Dataset of 40 subject EEG recordings to monitor the induced-stress while performing Stroop color-word test, arithmetic task, and mirror image recognition task,.

SingLEM: Single-Channel Large EEG Model SAM 40: Dataset of 40 subject EEG recordings to monitor the induced-stress while performing Stroop color-word test, arithmetic task, and mirror image recognition task,

Reference 73

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source=pdf_text observed=2026-08-04T15:56:14.835057Z digest=sha256:bde0a2309c93bb7b410de6570ce35ba827102cc967a5a21772850faa42246a24

Observation ea5147da-e639-4055-a709-7bfe24ef2d1c · outbound

This paper cites The Cuban Human Brain Mapping Project, a young and middle age population-based EEG, MRI, and cognition dataset,.

SingLEM: Single-Channel Large EEG Model The Cuban Human Brain Mapping Project, a young and middle age population-based EEG, MRI, and cognition dataset,

Reference 74

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source=pdf_text observed=2026-08-04T15:56:14.838352Z digest=sha256:963f5b824643c7b38875641872c23894efa97f5330c097e58ce3cd168dbf8c01

Observation 99b9dc46-e7dd-48b5-ad98-3b0207e4ac8e · outbound

This paper cites HD-EEG for tracking sub-second brain dynamics during cognitive tasks,.

SingLEM: Single-Channel Large EEG Model HD-EEG for tracking sub-second brain dynamics during cognitive tasks,

Reference 75

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source=pdf_text observed=2026-08-04T15:56:14.841152Z digest=sha256:cf0bd458f9f34f0ee6e3dccac5425e005eb52aed0e4abec4007eca696770ba13

Observation d047dfbb-cf25-4462-b005-ac3bd422a39f · outbound

This paper cites An EEG motor imagery dataset for brain computer interface in acute stroke patients,.

SingLEM: Single-Channel Large EEG Model An EEG motor imagery dataset for brain computer interface in acute stroke patients,

Reference 76

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source=pdf_text observed=2026-08-04T15:56:14.844341Z digest=sha256:5e2202bbe8cb61fd2efee28cca185deb2afef64ec5f74005b4dd83af78d6a240

Observation de24c14e-e38d-4c42-9d41-2578cf70e75b · outbound

This paper cites EEG dataset for the recognition of different emotions induced in voice-user interaction,.

SingLEM: Single-Channel Large EEG Model EEG dataset for the recognition of different emotions induced in voice-user interaction,

Reference 77

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source=pdf_text observed=2026-08-04T15:56:14.847211Z digest=sha256:75cf47e2b90c323d5012aa4f2d4361989a6ea953ec4448bdae2186b88367bdaf

Observation b30247c1-5889-4b32-b86d-fd286496e0aa · outbound

This paper cites ANPHY-Sleep: an open sleep database from healthy adults using high-density scalp electroencephalogram,.

SingLEM: Single-Channel Large EEG Model ANPHY-Sleep: an open sleep database from healthy adults using high-density scalp electroencephalogram,

Reference 78

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source=pdf_text observed=2026-08-04T15:56:14.850021Z digest=sha256:654bc029c2a0628d0052ec0b91c526b42d9d0c6d040aa41dc8fd6e943e9a6788

Observation 8fb588dc-f2a2-4b5d-83a5-558f494d744c · outbound

This paper cites An open dataset for human SSVEPs in the frequency range of 1-60 Hz,.

SingLEM: Single-Channel Large EEG Model An open dataset for human SSVEPs in the frequency range of 1-60 Hz,

Reference 79

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source=pdf_text observed=2026-08-04T15:56:14.852863Z digest=sha256:93c16e4b1e76709fdb9f17b3b5b86890b8da3f46f7a4a7003d089739d73b396e

Observation 7bf8bfb9-1fc9-42ff-aa35-3791950796bf · outbound

This paper cites A wavelet-based technique to predict treatment outcome for major depressive disorder,.

SingLEM: Single-Channel Large EEG Model A wavelet-based technique to predict treatment outcome for major depressive disorder,

Reference 80

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source=pdf_text observed=2026-08-04T15:56:14.855782Z digest=sha256:c4e2a6828119a577ea40fd039f9730908a5d302f8ebe8ae8ea37d42975566933

Observation 575778bf-1857-44c1-8192-9d15ff7cf205 · outbound

This paper cites High-density scalp electroencephalogram dataset during sensorimotor rhythm-based brain-computer interfacing,.

SingLEM: Single-Channel Large EEG Model High-density scalp electroencephalogram dataset during sensorimotor rhythm-based brain-computer interfacing,

Reference 81

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source=pdf_text observed=2026-08-04T15:56:14.858741Z digest=sha256:9e31c4c4c4331de3b7373fd9136e6969ddbf3efee790d3d39acfc98e15ef82be

Observation 786f9c88-d5c9-4dc4-83db-71604dac57cc · outbound

This paper cites Bimodal electroencephalography-functional magnetic resonance imaging dataset for inner-speech recognition,.

SingLEM: Single-Channel Large EEG Model Bimodal electroencephalography-functional magnetic resonance imaging dataset for inner-speech recognition,

Reference 82

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source=pdf_text observed=2026-08-04T15:56:14.861638Z digest=sha256:97cb0d4bdd9b69d3c135f46857aae90ea9f566092f1ee1d56ff9d84c5644406c

Observation df27cff1-fb9a-4cf5-9e53-469dcec07f3c · outbound

This paper cites Neuromodulatory effects of theta burst stimulation to the prefrontal cortex,.

SingLEM: Single-Channel Large EEG Model Neuromodulatory effects of theta burst stimulation to the prefrontal cortex,

Reference 83

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source=pdf_text observed=2026-08-04T15:56:14.864549Z digest=sha256:dad54fc69203dc9fdad7b7ab3b8cae56c7ea87c2e3fa074319595a963c7a6446

Observation bbdc2a35-7388-41f5-a2bd-d565e4de1cf3 · outbound

This paper cites An electroencephalography-based database for studying the effects of acoustic therapies for tinnitus treatment,.

SingLEM: Single-Channel Large EEG Model An electroencephalography-based database for studying the effects of acoustic therapies for tinnitus treatment,

Reference 84

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source=pdf_text observed=2026-08-04T15:56:14.867702Z digest=sha256:63bdda0893a9d71ccd8c619e38fb6eeae1af7e51371f896b77bc88e5f9263416

Observation e92a9b96-ac40-4cff-80d1-b30a494e5d6c · outbound

This paper cites A simultaneous electroencephalography and eye-tracking dataset in elite athletes during alertness and concentration tasks,.

SingLEM: Single-Channel Large EEG Model A simultaneous electroencephalography and eye-tracking dataset in elite athletes during alertness and concentration tasks,

Reference 85

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source=pdf_text observed=2026-08-04T15:56:14.870710Z digest=sha256:47182ab9006176f5b84937b6bf0da0a0c16af9afa03b90cd60233de30369d739

Observation 34dd06a2-abb9-4527-bc44-2f4dc94df360 · outbound

This paper cites An EEG dataset for interictal epileptiform discharge with spatial distribution information,.

SingLEM: Single-Channel Large EEG Model An EEG dataset for interictal epileptiform discharge with spatial distribution information,

Reference 86

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source=pdf_text observed=2026-08-04T15:56:14.873741Z digest=sha256:9e1aafe131768d6398a3044535f9dab9d787235f257b3d92d67a22891fca2388

Observation 546e2105-a3ed-4bcb-9244-7651a1bf8658 · outbound

This paper cites Pupillometry and electroencephalography in the digit span task,.

SingLEM: Single-Channel Large EEG Model Pupillometry and electroencephalography in the digit span task,

Reference 87

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source=pdf_text observed=2026-08-04T15:56:14.876721Z digest=sha256:697334f32e6a5e917ba87e7f8fa523b4d7abd3303abcbd94b97ac2e3938b6a66

Observation 72fa1d91-4931-4c0a-84cf-b46261b15d29 · outbound

This paper cites eldbeta: A large eldercare-oriented benchmark database of SSVEP-BCI for the aging population,.

SingLEM: Single-Channel Large EEG Model eldbeta: A large eldercare-oriented benchmark database of SSVEP-BCI for the aging population,

Reference 88

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source=pdf_text observed=2026-08-04T15:56:14.879708Z digest=sha256:0c2a83f5815b2cfbf8b40b20df7daa048eb78e6727d11ef8a7eca1bb6c10f756

Observation aef3397d-53eb-40f5-bb5f-935237ea3b98 · outbound

This paper cites A multi-modal open dataset for mental-disorder analy- sis,.

SingLEM: Single-Channel Large EEG Model A multi-modal open dataset for mental-disorder analy- sis,

Reference 89

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source=pdf_text observed=2026-08-04T15:56:14.882766Z digest=sha256:43ce69d20db1144a93e48e9e94806f16e7bb3d9774c1c1b82994a1925c3a6f7b

Observation 326dd5e4-27dc-48cd-a1a8-23ec4190037f · outbound

This paper cites Source imaging of high-density visual evoked potentials with multi-scale brain parcellations and connectomes,.

SingLEM: Single-Channel Large EEG Model Source imaging of high-density visual evoked potentials with multi-scale brain parcellations and connectomes,

Reference 90

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source=pdf_text observed=2026-08-04T15:56:14.885683Z digest=sha256:19f9bdc66b234a3972bf60a8ec759c6740baf2db63e8f0ac2693e2cea7d4bbf7

Observation 3ec578ad-2822-4ab7-a635-0c608bf28c56 · outbound

This paper cites Continuous sensorimotor rhythm based brain computer interface learning in a large population,.

SingLEM: Single-Channel Large EEG Model Continuous sensorimotor rhythm based brain computer interface learning in a large population,

Reference 91

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source=pdf_text observed=2026-08-04T15:56:14.888823Z digest=sha256:323670e5d67afdae85902ef9c9f239bc6c5e270ab4d1e98b449388467559d71e

Observation 9cb420ae-aed1-457f-b3dd-14fa1d88e987 · outbound

This paper cites Automated identification of abnormal adult EEGs,.

SingLEM: Single-Channel Large EEG Model Automated identification of abnormal adult EEGs,

Reference 92

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source=pdf_text observed=2026-08-04T15:56:14.892338Z digest=sha256:886dabf408adf4de43df086d71c2f4482ac36dd99e5c0d67dad41754df61951a

Observation 106578d6-3951-4071-bb68-4549ce4faebe · outbound

This paper cites Recent advances in the TUH EEG corpus: im- proving the interrater agreement for artifacts and epileptiform events,.

SingLEM: Single-Channel Large EEG Model Recent advances in the TUH EEG corpus: im- proving the interrater agreement for artifacts and epileptiform events,

Reference 93

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source=pdf_text observed=2026-08-04T15:56:14.895151Z digest=sha256:59d863db5ad5fb514d8e2fac9cecb19ddce65b10e7f78e36a2dfe151f86b12e6

Observation 13f14929-b279-405f-a9a1-49b5227c7a11 · outbound

This paper cites Big data resources for EEGs: Enabling deep learning research,.

SingLEM: Single-Channel Large EEG Model Big data resources for EEGs: Enabling deep learning research,

Reference 94

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source=pdf_text observed=2026-08-04T15:56:14.898426Z digest=sha256:93dda3174bde34b17ecdf6ed2b70bd5d69c4811c0d25c62f85fe10c71bb84bd2

Observation d4e9238f-5fe3-49b4-8f03-b917b2a61e6a · outbound

This paper cites Improved EEG event classification using differential energy,.

SingLEM: Single-Channel Large EEG Model Improved EEG event classification using differential energy,

Reference 95

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source=pdf_text observed=2026-08-04T15:56:14.901334Z digest=sha256:c5c4f6d03cb94ec3968f6b3a31e252d67ec1706b17fcd6866c3d65d59af76d08

Observation 7be54e32-ac3e-4207-8a4e-77155695e483 · outbound

This paper cites The temple university hospital seizure detection corpus,.

SingLEM: Single-Channel Large EEG Model The temple university hospital seizure detection corpus,

Reference 96

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source=pdf_text observed=2026-08-04T15:56:14.904218Z digest=sha256:6e6ca42bf63f3211087f516e994293492dcedd5a521e9f4a58b42af787e41d6c

Observation 5540e760-43fb-4559-b7e0-cea8288778cd · outbound

This paper cites Electroencephalographic slowing: A primary source of error in automatic seizure detection,.

SingLEM: Single-Channel Large EEG Model Electroencephalographic slowing: A primary source of error in automatic seizure detection,

Reference 97

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source=pdf_text observed=2026-08-04T15:56:14.907098Z digest=sha256:eee9aa858aa2eac67d0c15fd7b0a1ea22e0e313242a756b176703b4b7ddcdc1a

Observation 4360ee37-3324-4b4b-b9bb-ce9d4eb6e2de · outbound

This paper cites Human infant EEG recordings for 200 object images presented in rapid visual streams,.

SingLEM: Single-Channel Large EEG Model Human infant EEG recordings for 200 object images presented in rapid visual streams,

Reference 98

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source=pdf_text observed=2026-08-04T15:56:14.910151Z digest=sha256:8ac9c17dacd5884a3659d449902bc178a3840d9627070c5db415dbcf8d2fedd2

Observation e0b7d66d-f452-4a70-985f-5c167f7e2c3f · outbound

This paper cites A multi-modal dataset of electroencephalography and functional near-infrared spectroscopy recordings for motor imagery of multi-types of joints from unilateral upper limb,.

SingLEM: Single-Channel Large EEG Model A multi-modal dataset of electroencephalography and functional near-infrared spectroscopy recordings for motor imagery of multi-types of joints from unilateral upper limb,

Reference 99

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source=pdf_text observed=2026-08-04T15:56:14.913046Z digest=sha256:ca419d69a4c4dc56fc833444ecd31a02155b135a24ea06f7226a667baee541b6

Observation 6050e09d-e427-4643-91c8-a5f22d2056c0 · outbound

This paper cites Simultaneous EEG and fNIRS recordings for seman- tic decoding of imagined animals and tools,.

SingLEM: Single-Channel Large EEG Model Simultaneous EEG and fNIRS recordings for seman- tic decoding of imagined animals and tools,

Reference 100

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source=pdf_text observed=2026-08-04T15:56:14.916259Z digest=sha256:446e058ebc56262ebb6d7318f063d0411b6baf939422356a426580ff3aa4acc3

Observation 5410a446-8367-4822-a94f-fece69faffc7 · outbound

This paper cites A simultaneous EEG and eye-tracking dataset for remote sensing object detection,.

SingLEM: Single-Channel Large EEG Model A simultaneous EEG and eye-tracking dataset for remote sensing object detection,

Reference 101

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source=pdf_text observed=2026-08-04T15:56:14.919081Z digest=sha256:c63edd12d48f2e743cfa12e49d4a16e560382c1f16a829f6154b988a20ff96cc

Pith citing papers

Observation 28e07d4e-76ce-4d10-8a48-c73ae3f91779 · inbound

EEG-FM-Compass: Progress, Benchmarking, and Future Directions for EEG Foundation Models cites this paper.

EEG-FM-Compass: Progress, Benchmarking, and Future Directions for EEG Foundation Models SingLEM: Single-Channel Large EEG Model

Reference 54

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source=pdf_text observed=2026-08-04T06:20:06.159775Z digest=sha256:8859550ec36ae5dcaa6f711fecc83627909c0ddaeab1ed8e3b6323c572fb7df1

Observation dce6ac60-99a4-4932-a68e-90cfe778b2bd · inbound

BandVQ: Band-Wise Vector-Quantized EEG Foundation Model cites this paper.

BandVQ: Band-Wise Vector-Quantized EEG Foundation Model SingLEM: Single-Channel Large EEG Model

Reference 10

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verified exact
arxiv_id, observed 2026-08-04T02:29:52.864697Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-06-30T12:03:52.716669Z digest=sha256:91337e52e2dba543412f7bd7fa4c23e6efc21f9e8f3a7ed25aba15c0b588a906

Observation 357cee21-a16e-471d-860a-c180e10c7413 · inbound

STEAM: A Spatio-TEmporal Alignment Mixture-of-Experts Model with Hierarchical Pre-training for EEG Decoding cites this paper.

STEAM: A Spatio-TEmporal Alignment Mixture-of-Experts Model with Hierarchical Pre-training for EEG Decoding SingLEM: Single-Channel Large EEG Model

Reference 51

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source=arxiv_source observed=2026-08-04T15:56:07.196889Z digest=sha256:6fa465a4fa8f6f6109dec60ba411272e1dd675ae8647e84e7f117a3725e2065a

Observation 9b22cf92-cced-4b50-93f4-734a2b4023c5 · inbound

STEAM: A Spatio-TEmporal Alignment Mixture-of-Experts Model with Hierarchical Pre-training for EEG Decoding cites this paper.

STEAM: A Spatio-TEmporal Alignment Mixture-of-Experts Model with Hierarchical Pre-training for EEG Decoding SingLEM: Single-Channel Large EEG Model

Reference 51

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source=arxiv_source observed=2026-08-07T00:15:08.459649Z digest=sha256:a219ba9f60ee68ac30d2fc0015190f39c10c7ebea07dd6f108f634fdda01c316