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Paper Citation Record · LEDGER

Pretraining Large Brain Language Model for Active BCI: Silent Speech

As of 19 August 2026, this Paper Citation Record lists 65 of 65 outbound references and 2 inbound Pith citation observations for arXiv:2504.21214.

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

pith.paper-citation-record.v1
2504.21214 v2

Coverage vector

measured 65 of 65 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T05:14:57.869881Z

measured 67 of 67 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:28:10.828516Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-07T15:28:11.599049Z

Reference resolution

65 of 65 outbound references displayed

  • verified exact1
  • verified fuzzy45
  • unresolved19
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f1abb9c1-2a0c-43b8-b836-119fa6fc9c3f · outbound

This paper cites Comprehensive evaluation methods for translating bci into practical applications: usability, user satisfaction and usage of online bci systems.

Pretraining Large Brain Language Model for Active BCI: Silent Speech Comprehensive evaluation methods for translating bci into practical applications: usability, user satisfaction and usage of online bci systems

Reference 1

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 03865949-5fa4-471b-92c9-67d9f93bd6c6 · outbound

This paper cites Brain–computer interfaces.

Pretraining Large Brain Language Model for Active BCI: Silent Speech Brain–computer interfaces

Reference 2

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 2232b146-ca3b-4f8a-9c7a-d9338410f961 · outbound

This paper cites Progress in brain computer interface: Challenges and opportunities.

Pretraining Large Brain Language Model for Active BCI: Silent Speech Progress in brain computer interface: Challenges and opportunities

Reference 3

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 9c55f242-8c15-4bf8-9c4c-dfb03e0f246f · outbound

This paper cites Theoretical perspective on an ideomotor brain-computer interface: toward a naturalistic and non-invasive brain-computer interface paradigm based on action- effect representation.

Pretraining Large Brain Language Model for Active BCI: Silent Speech Theoretical perspective on an ideomotor brain-computer interface: toward a naturalistic and non-invasive brain-computer interface paradigm based on action- effect representation

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:14:58.823763Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T05:14:57.565763Z digest=sha256:c08a2e1d45246f93956658e3aa89f97f4538ad2ecc8b947ae1b480656cb445a7

Observation 11579c7b-b311-4938-bc8d-3c09e9ae6159 · outbound

This paper cites A benchmark dataset for ssvep-based brain–computer interfaces.

Pretraining Large Brain Language Model for Active BCI: Silent Speech A benchmark dataset for ssvep-based brain–computer interfaces

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:14:58.808051Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T05:14:57.571390Z digest=sha256:8d72a6b65320230dc159ff1570da951ee2cd6daddfa7658cef36468dfc85aeb7

Observation 8af584c1-f78d-4a08-a3eb-9f2e8e18d7fa · outbound

This paper cites Brain–computer interface technologies in the coming decades.

Pretraining Large Brain Language Model for Active BCI: Silent Speech Brain–computer interface technologies in the coming decades

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:14:58.791210Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T05:14:57.576478Z digest=sha256:e1c4c2b3538682a30a700ec0e648ddcabf4e4d2a3a4886529db1b9beb0f5c631

Observation a235a55b-d029-4ba1-a7ab-356b4750ad4e · outbound

This paper cites Brain-computer interfaces: beyond medical applications.

Pretraining Large Brain Language Model for Active BCI: Silent Speech Brain-computer interfaces: beyond medical applications

Reference 7

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation fe5451b5-c156-4007-8a47-a7decda0301b · outbound

This paper cites Motor- imagery eeg-based bcis in wheelchair movement and control: A systematic literature review.

Pretraining Large Brain Language Model for Active BCI: Silent Speech Motor- imagery eeg-based bcis in wheelchair movement and control: A systematic literature review

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:14:58.762407Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T05:14:57.587154Z digest=sha256:e77e3350b13201f790c05b6f8094146423c41b4ce6da10ac87cbe344106c9dcf

Observation faddcca7-b0ce-41ae-9a7b-a46432fa85ff · outbound

This paper cites Motor imagery and direct brain-computer communication.

Pretraining Large Brain Language Model for Active BCI: Silent Speech Motor imagery and direct brain-computer communication

Reference 9

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T05:14:57.592095Z digest=sha256:a0f4f1d09d084fafc1ec502defede8fd4be9a29d306dfb32ee3ec341751d2025

Observation 0bf5fe81-6dd1-423f-9829-927220f147c2 · outbound

This paper cites Imagined speech can be decoded from low-and cross-frequency intracranial eeg features.

Pretraining Large Brain Language Model for Active BCI: Silent Speech Imagined speech can be decoded from low-and cross-frequency intracranial eeg features

Reference 10

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 4933ded2-8f0e-4869-8c14-df5bb29d4dcf · outbound

This paper cites A continuous semantic space describes the representation of thousands of object and action categories across the human brain.

Pretraining Large Brain Language Model for Active BCI: Silent Speech A continuous semantic space describes the representation of thousands of object and action categories across the human brain

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-16T05:14:57.602552Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T05:14:57.602552Z digest=sha256:19bb0e60789022ff78601b24b9f82c40d4423513e30c842aa3c4daafa3246361

Observation 2f507451-de27-4fdb-b646-8a333835b5ba · outbound

This paper cites Decoding the genetics of speech and language.

Pretraining Large Brain Language Model for Active BCI: Silent Speech Decoding the genetics of speech and language

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:14:58.707075Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T05:14:57.607153Z digest=sha256:5bb960010e618f84355a9a9f819404481c3d2540554d99ad269cf4c3738a6af8

Observation eccad86f-ca52-4189-af08-7fce5d51c712 · outbound

This paper cites Open vocabulary electroencephalography-to- text decoding and zero-shot sentiment classification.

Pretraining Large Brain Language Model for Active BCI: Silent Speech Open vocabulary electroencephalography-to- text decoding and zero-shot sentiment classification

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:14:58.692217Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T05:14:57.611885Z digest=sha256:a742e7c4a059a358b060a49bdc2c89e6dd6f040ac1d4341f37d23b90b7085b55

Observation 14394dff-e713-4e97-a6e2-e0a141d91cff · outbound

This paper cites Dewave: Discrete encoding of eeg waves for eeg to text translation.

Pretraining Large Brain Language Model for Active BCI: Silent Speech Dewave: Discrete encoding of eeg waves for eeg to text translation

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:14:58.676489Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T05:14:57.617295Z digest=sha256:62fc473d687d7488e9af973bbd22809b2fa9bef8dd8db0f729e81eebaee92fe2

Observation 3714142e-667f-44bc-ad5a-80d572d2635a · outbound

This paper cites Decoding speech perception from non-invasive brain recordings.

Pretraining Large Brain Language Model for Active BCI: Silent Speech Decoding speech perception from non-invasive brain recordings

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:14:58.660863Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation e6bdff13-a661-4253-98dd-bae5abbd1448 · outbound

This paper cites Imagined speech event detection from electrocorticography and its transfer between speech modes and subjects.

Pretraining Large Brain Language Model for Active BCI: Silent Speech Imagined speech event detection from electrocorticography and its transfer between speech modes and subjects

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:14:58.644340Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T05:14:57.626409Z digest=sha256:fec0448cac688c3835931292f0a0b7f37cd62a88df71b578a9905f4499b08d63

Observation 069b5706-5290-4beb-a7e8-2b5e522fc4e5 · outbound

This paper cites Transformation of speech sequences in human sensorimotor circuits.

Pretraining Large Brain Language Model for Active BCI: Silent Speech Transformation of speech sequences in human sensorimotor circuits

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:14:58.628730Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 4dfb0ba8-72e5-4179-acb1-03dfcfc736b7 · outbound

This paper cites The auditory representation of speech sounds in human motor cortex.

Pretraining Large Brain Language Model for Active BCI: Silent Speech The auditory representation of speech sounds in human motor cortex

Reference 18

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 04b04c13-6ff3-446c-98fb-59970a0070db · outbound

This paper cites Electrophysiological correlates of semantic dissim- ilarity reflect the comprehension of natural, narrative speech.

Pretraining Large Brain Language Model for Active BCI: Silent Speech Electrophysiological correlates of semantic dissim- ilarity reflect the comprehension of natural, narrative speech

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:14:58.597914Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation e8c9bc8b-f77e-4d55-b9e5-24494f9cc2f2 · outbound

This paper cites Hierarchical structure guides rapid lin- guistic predictions during naturalistic listening.

Pretraining Large Brain Language Model for Active BCI: Silent Speech Hierarchical structure guides rapid lin- guistic predictions during naturalistic listening

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:14:58.582227Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T05:14:57.644947Z digest=sha256:d9e42f8e36844523f291e4457a01f2c654ef2eb199e883758f50dbe6c5f2084d

Observation ea695d5c-dd15-454b-98e5-63bbfb227617 · outbound

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

Pretraining Large Brain Language Model for Active BCI: Silent Speech Zuco, a simultaneous eeg and eye-tracking resource for natural sentence reading

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-16T05:14:57.650277Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T05:14:57.650277Z digest=sha256:32525fbee7ea4bad9e733fc1cb45ee9fc34ea1a3d22b8ff0e7b20efcae4371c1

Observation 77486f82-66d4-45a5-b1a1-da356d888dec · outbound

This paper cites Single- trial classification of vowel speech imagery using common spatial patterns.Neural networks, 22(9):1334–1339, 2009.

Pretraining Large Brain Language Model for Active BCI: Silent Speech Single- trial classification of vowel speech imagery using common spatial patterns.Neural networks, 22(9):1334–1339, 2009

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:14:58.556612Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation beecf2be-567c-42d3-a435-ed5faed242c7 · outbound

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

Pretraining Large Brain Language Model for Active BCI: Silent Speech Thinking out loud, an open-access eeg-based bci dataset for inner speech recognition

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:14:58.542206Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T05:14:57.660474Z digest=sha256:8702900b26cad0dfb7ce2bb3765b6b8cfe4b46d86f4304378c8a58b9ece99af9

Observation 7d00f998-69e1-4323-afba-84e48b4f1046 · outbound

This paper cites Classifying phonological categories in imagined and articulated speech.

Pretraining Large Brain Language Model for Active BCI: Silent Speech Classifying phonological categories in imagined and articulated speech

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:14:58.527042Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 4cf2b70a-1b07-415e-984a-49386db54937 · outbound

This paper cites Decoding speech perception from non-invasive brain recordings.

Pretraining Large Brain Language Model for Active BCI: Silent Speech Decoding speech perception from non-invasive brain recordings

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:14:58.512304Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation f9c8b709-2c7c-47cb-bc05-16f2d667c859 · outbound

This paper cites BELT-2: Bootstrapping EEG-to-Language representation alignment for multi-task brain decoding.

Pretraining Large Brain Language Model for Active BCI: Silent Speech BELT-2: Bootstrapping EEG-to-Language representation alignment for multi-task brain decoding

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-16T05:14:57.674907Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 5da397b3-562e-4e27-b343-e09fc479eb59 · outbound

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

Pretraining Large Brain Language Model for Active BCI: Silent Speech Large Brain Model for Learning Generic Representations with Tremendous EEG Data in BCI

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-16T05:14:57.680055Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 190f9feb-f794-451a-8070-1e3852f0db3f · outbound

This paper cites Eegpt: Pretrained transformer for universal and reliable representation of eeg signals.

Pretraining Large Brain Language Model for Active BCI: Silent Speech Eegpt: Pretrained transformer for universal and reliable representation of eeg signals

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:14:58.497502Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T05:14:57.684987Z digest=sha256:b0fe92dad2846b6d3eec9daec6c43523160f1a68480399f4aaaecaee600dbfcd

Observation 2f4e647c-6555-46c9-a494-7d282b5559e2 · outbound

This paper cites Natural scene statistics account for the representation of scene categories in human visual cortex.Neuron, 79(5):1025–1034, 2013.

Pretraining Large Brain Language Model for Active BCI: Silent Speech Natural scene statistics account for the representation of scene categories in human visual cortex.Neuron, 79(5):1025–1034, 2013

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:14:58.482999Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation d87aa1ec-f815-4524-847e-7b48d46a5fad · outbound

This paper cites Decoding covert speech for intuitive control of brain-computer interfaces based on single-trial eeg: a feasibility study.

Pretraining Large Brain Language Model for Active BCI: Silent Speech Decoding covert speech for intuitive control of brain-computer interfaces based on single-trial eeg: a feasibility study

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:14:58.468034Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 12e7404f-b578-4b1d-a841-70ab48ef8caa · outbound

This paper cites Eeg classifi- cation of imagined syllable rhythm using hilbert spectrum methods.

Pretraining Large Brain Language Model for Active BCI: Silent Speech Eeg classifi- cation of imagined syllable rhythm using hilbert spectrum methods

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:14:58.451596Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T05:14:57.699707Z digest=sha256:9131df22b58a80525782c7f07913b10d385720af5eb7ae72b0d410d6d04c02c0

Observation ec935919-e913-4da6-ba01-56d0e509b246 · outbound

This paper cites Inner speech classification using eeg signals: A deep learning approach.

Pretraining Large Brain Language Model for Active BCI: Silent Speech Inner speech classification using eeg signals: A deep learning approach

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:14:58.433679Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T05:14:57.704372Z digest=sha256:c6986e48a3a91d96431efefb7e9952521f551f340d9695c24c225a25d73ec5b6

Observation 8cc89228-5cb2-4578-a8a5-ff9c7a9337b0 · outbound

This paper cites Development of a cognitive brain-machine interface based on a visual imagery method.

Pretraining Large Brain Language Model for Active BCI: Silent Speech Development of a cognitive brain-machine interface based on a visual imagery method

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:14:58.417675Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T05:14:57.709550Z digest=sha256:c5965dc66ae3a731fe6b293375b1e9beea870004e4c27846929ac96c7266c33e

Observation 6c6fb129-8ffe-4e27-a165-2df019bdbfdf · outbound

This paper cites Evaluation of hyperparameter optimization in machine and deep learning methods for decoding imagined speech eeg.

Pretraining Large Brain Language Model for Active BCI: Silent Speech Evaluation of hyperparameter optimization in machine and deep learning methods for decoding imagined speech eeg

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:14:58.402286Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T05:14:57.714913Z digest=sha256:7d7ae21d2f02a85af0835cb73537f0d0ac60e6e9690af37b877c23471443d9ec

Observation d97ef5fb-e42b-4cba-8ed6-63b84ce2666f · outbound

This paper cites Are EEG-to-Text Models Working?.

Pretraining Large Brain Language Model for Active BCI: Silent Speech Are EEG-to-Text Models Working?

Reference 35

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T05:14:57.719948Z digest=sha256:d8f3c25c3528927c00a300d7f0acdb0519ecf81b640fc76bbd1812b27d1ea2e8

Observation 5a331dc7-2cf0-4902-8866-72ac85a61312 · outbound

This paper cites Towards linguistic neural representation learning and sentence retrieval from electroencephalogram recordings.

Pretraining Large Brain Language Model for Active BCI: Silent Speech Towards linguistic neural representation learning and sentence retrieval from electroencephalogram recordings

Reference 36

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verified fuzzy
raw_fallback, observed 2026-08-16T05:14:58.387141Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T05:14:57.726058Z digest=sha256:b72ded36a7d4a9d2c6ef27ba4cf6ab30104331b7316d31dfd9b5fdc83f6ca65b

Observation f5eb539d-9589-4cfe-b732-49b85246e766 · outbound

This paper cites Temporal convolutional neural (tcn) network for an effective weather forecasting using time-series data from the local weather station.

Pretraining Large Brain Language Model for Active BCI: Silent Speech Temporal convolutional neural (tcn) network for an effective weather forecasting using time-series data from the local weather station

Reference 37

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raw_fallback, observed 2026-08-16T05:14:58.372025Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T05:14:57.731221Z digest=sha256:aed5dbb87e72bfa1ed26e68d7b0da92bf919c0808e1fe3a6a0171f4d02919395

Observation b52ebfbb-0719-4b73-88a5-48a0b19a158c · outbound

This paper cites N-BEATS: Neural basis expansion analysis for interpretable time series forecasting.

Pretraining Large Brain Language Model for Active BCI: Silent Speech N-BEATS: Neural basis expansion analysis for interpretable time series forecasting

Reference 38

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no resolver link, observed 2026-08-16T05:14:57.738725Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T05:14:57.738725Z digest=sha256:6465e78a4ac2009ed2fc3a4f46334c1deb1b270028cf34a81d74cc11fca01bd0

Observation 8e232fad-5d3e-4fd7-9de4-06422da3cecd · outbound

This paper cites Deepar: Probabilistic forecasting with autoregressive recurrent networks.

Pretraining Large Brain Language Model for Active BCI: Silent Speech Deepar: Probabilistic forecasting with autoregressive recurrent networks

Reference 39

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no resolver link, observed 2026-08-16T05:14:57.744188Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T05:14:57.744188Z digest=sha256:1729ed2b92615150ce2ece7e3bac84019a215fc8cc8d59c0ea2c3b0201d57dca

Observation ada7d329-1ad9-40a3-b00c-822832c28425 · outbound

This paper cites Temporal fusion transformers for interpretable multi-horizon time series forecasting.International Journal of Forecasting, 37(4):1748–1764, 2021.

Pretraining Large Brain Language Model for Active BCI: Silent Speech Temporal fusion transformers for interpretable multi-horizon time series forecasting.International Journal of Forecasting, 37(4):1748–1764, 2021

Reference 40

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T05:14:57.750250Z digest=sha256:35108c3eb77474188694232a5e4191da315d444ead9b2dd8f67e7207aac7d95d

Observation bb04809c-7df6-49eb-8bb3-a992dd0c3088 · outbound

This paper cites A Time Series is Worth 64 Words: Long-term Forecasting with Transformers.

Pretraining Large Brain Language Model for Active BCI: Silent Speech A Time Series is Worth 64 Words: Long-term Forecasting with Transformers

Reference 41

Resolution
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no resolver link, observed 2026-08-16T05:14:57.755048Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T05:14:57.755048Z digest=sha256:9f24c22bea5b25efabe0bad2f20a3ce0ed7ab0fff23831f46c4caafe9b789474

Observation 3198c2d7-fbad-4ec5-991e-31c9c9882944 · outbound

This paper cites A decoder-only foundation model for time-series forecasting.

Pretraining Large Brain Language Model for Active BCI: Silent Speech A decoder-only foundation model for time-series forecasting

Reference 42

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no resolver link, observed 2026-08-16T05:14:57.760064Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T05:14:57.760064Z digest=sha256:773662149af12c76b71738c49ef45671337fb741d536e9d052b6730f9a4569b9

Observation 583f5565-4ba5-479c-8e37-70e34df03b41 · outbound

This paper cites Attention is all you need.

Pretraining Large Brain Language Model for Active BCI: Silent Speech Attention is all you need

Reference 43

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no resolver link, observed 2026-08-16T05:14:57.765455Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T05:14:57.765455Z digest=sha256:f26c126bdb78cbb1f0fc4df346c93878eff9e5e62d191dbd36d36f41c0669045

Observation c06933bf-c638-48a4-bc5d-18da64b3c0dd · outbound

This paper cites Conformer: Convolution-augmented Transformer for Speech Recognition.

Pretraining Large Brain Language Model for Active BCI: Silent Speech Conformer: Convolution-augmented Transformer for Speech Recognition

Reference 44

Resolution
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no resolver link, observed 2026-08-16T05:14:57.770317Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T05:14:57.770317Z digest=sha256:fdbddadf93c01a8c487aed21cfbd377c7c84e64ab2420111ee5aa8d4379f23ac

Observation 2181b9e0-0e43-4bcf-8179-91a79df59eb0 · outbound

This paper cites Adding conditional control to text-to-image diffusion models.

Pretraining Large Brain Language Model for Active BCI: Silent Speech Adding conditional control to text-to-image diffusion models

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-16T05:14:57.775456Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T05:14:57.775456Z digest=sha256:f465d7c5a58ef2b58fc2d0b6449df8f5dd8de2f394921bce4ef4b8cd622d4131

Observation 3d295610-560c-47fd-b563-257e87de4cad · outbound

This paper cites Informer: Beyond efficient transformer for long sequence time-series forecasting.

Pretraining Large Brain Language Model for Active BCI: Silent Speech Informer: Beyond efficient transformer for long sequence time-series forecasting

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:14:58.319232Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T05:14:57.780146Z digest=sha256:10e9ae3428ad9dcb0a28b0b3acba0b269d76d8518c043696e5ebad096d845b1b

Observation 312ed271-244f-4067-ae47-d5653e98126c · outbound

This paper cites Understanding and mitigating gradient flow pathologies in physics-informed neural networks.

Pretraining Large Brain Language Model for Active BCI: Silent Speech Understanding and mitigating gradient flow pathologies in physics-informed neural networks

Reference 47

Resolution
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no resolver link, observed 2026-08-16T05:14:57.784985Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T05:14:57.784985Z digest=sha256:6d958d67941d3037d060704b8e03bd1cbeaa9c030c90c7431313ca637e982049

Observation 9c8a815c-225f-4df7-aca2-a37ea8b71881 · outbound

This paper cites On a continuous time model of gradient descent dynamics and instability in deep learning.Transactions on Machine Learning Research.

Pretraining Large Brain Language Model for Active BCI: Silent Speech On a continuous time model of gradient descent dynamics and instability in deep learning.Transactions on Machine Learning Research

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:14:58.294682Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T05:14:57.789545Z digest=sha256:e164bcec7268f0203d288f559de3f50e2a705518540eaf7178b52adf3ce1d4c5

Observation a38e846a-7095-4a48-bc12-2d183cefe0e6 · outbound

This paper cites Language models are unsupervised multitask learners.

Pretraining Large Brain Language Model for Active BCI: Silent Speech Language models are unsupervised multitask learners

Reference 49

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no resolver link, observed 2026-08-16T05:14:57.794143Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T05:14:57.794143Z digest=sha256:99811d317faf8c1592401cdc796f532849788dc612172fb818548f8202dd07fb

Observation a0540dae-24e9-4cbf-b0ab-b544057c177d · outbound

This paper cites Generalized Huber Loss for Robust Learning and its Efficient Minimization for a Robust Statistics.

Pretraining Large Brain Language Model for Active BCI: Silent Speech Generalized Huber Loss for Robust Learning and its Efficient Minimization for a Robust Statistics

Reference 50

Resolution
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no resolver link, observed 2026-08-16T05:14:57.798603Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T05:14:57.798603Z digest=sha256:eec5192dd0dbd291551755e760c3dd0797f15e53171907709bbb9b2451fbd5c6

Observation 024913fa-f143-4567-b3d3-9b4a47750f7c · outbound

This paper cites Automatic feature extraction and fusion recognition of motor imagery eeg using multilevel multiscale cnn.

Pretraining Large Brain Language Model for Active BCI: Silent Speech Automatic feature extraction and fusion recognition of motor imagery eeg using multilevel multiscale cnn

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:14:58.269596Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T05:14:57.803240Z digest=sha256:a84b5364e9011e78898c56116094437743114f011ce745ff82068c7c419ddd17

Observation 4f0c8fee-0b1e-4abb-8e1b-029b2dc8680d · outbound

This paper cites Eeg-tcnet: An accurate temporal convolutional network for embedded motor-imagery brain–machine interfaces.

Pretraining Large Brain Language Model for Active BCI: Silent Speech Eeg-tcnet: An accurate temporal convolutional network for embedded motor-imagery brain–machine interfaces

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:14:58.254184Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T05:14:57.807615Z digest=sha256:9c3a0935c4987e70cdba51753ee35ea05b14eda5df5e83cbe17284c48469304c

Observation 2fe50acd-aa26-41d2-9fe4-38015f5ac0ac · outbound

This paper cites Fast and accurate multiclass inference for mi-bcis using large multiscale temporal and spectral features.

Pretraining Large Brain Language Model for Active BCI: Silent Speech Fast and accurate multiclass inference for mi-bcis using large multiscale temporal and spectral features

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:14:58.239008Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T05:14:57.812301Z digest=sha256:071d466e85089919feb18ef09ff55f095037518ff417b55ba5ad08c36241227b

Observation 824610c9-9878-442a-a6d3-f0eb6eb99605 · outbound

This paper cites Local temporal common spatial patterns for robust single-trial eeg classification.

Pretraining Large Brain Language Model for Active BCI: Silent Speech Local temporal common spatial patterns for robust single-trial eeg classification

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:14:58.222751Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T05:14:57.816869Z digest=sha256:1023f1cf5fa29f39ec50ecbc2f2ff1b48f8f81ee4542cd0146bb823de6e56ad3

Observation 74308d72-0bca-4e18-b494-58060c0c92b9 · outbound

This paper cites Eegnet: a compact convolutional neural network for eeg-based brain–computer interfaces.

Pretraining Large Brain Language Model for Active BCI: Silent Speech Eegnet: a compact convolutional neural network for eeg-based brain–computer interfaces

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:14:58.207642Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T05:14:57.821615Z digest=sha256:eae90a41d48f5c56757a6a8d588d12bd8385ccbca4d62dc5c7d8ce1306b47b80

Observation b50ac6b7-765d-4a77-90ab-b4eee37280c9 · outbound

This paper cites Reversible instance normalization for accurate time-series forecasting against distribution shift.

Pretraining Large Brain Language Model for Active BCI: Silent Speech Reversible instance normalization for accurate time-series forecasting against distribution shift

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:14:58.191565Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T05:14:57.826298Z digest=sha256:88f6bf23de13cdcd436b192b8678bab75fb2c0033c5549339488ab85cd17d9a3

Observation 6391df07-ec19-4c46-9374-20eb4d659d67 · outbound

This paper cites Eeg con- former: Convolutional transformer for eeg decoding and visualization.

Pretraining Large Brain Language Model for Active BCI: Silent Speech Eeg con- former: Convolutional transformer for eeg decoding and visualization

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:14:58.174600Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T05:14:57.830869Z digest=sha256:2e8c3f48a3ea7cbe800a23cf31d00a5a1abd2166560fd4d7162a6401e06c154d

Observation cc6d88b5-8509-4aa6-810c-25d1eaae07c9 · outbound

This paper cites Transformer-based Spatial-Temporal Feature Learning for EEG Decoding.

Pretraining Large Brain Language Model for Active BCI: Silent Speech Transformer-based Spatial-Temporal Feature Learning for EEG Decoding

Reference 58

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no resolver link, observed 2026-08-16T05:14:57.835610Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T05:14:57.835610Z digest=sha256:051887d69ff22d0cab244c665a45f6a773ee3dfaa3edee24540041852282249e

Observation 375bf2e3-d9b6-48f1-8b8c-625dbe4f1d50 · outbound

This paper cites NeuroLM: A Universal Multi-task Foundation Model for Bridging the Gap between Language and EEG Signals.

Pretraining Large Brain Language Model for Active BCI: Silent Speech NeuroLM: A Universal Multi-task Foundation Model for Bridging the Gap between Language and EEG Signals

Reference 59

Resolution
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no resolver link, observed 2026-08-16T05:14:57.840677Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T05:14:57.840677Z digest=sha256:8ac72a3032df1b7ffb335c1676af967466be93fd12b3a2529ca7e1ab5de66cc6

Observation b5c28439-fb16-4920-9bf0-9a9c14b1b01a · outbound

This paper cites Predicting Human Brain States with Transformer.

Pretraining Large Brain Language Model for Active BCI: Silent Speech Predicting Human Brain States with Transformer

Reference 60

Resolution
verified exact
local_arxiv, observed 2026-08-16T05:14:57.932267Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T05:14:57.845781Z digest=sha256:6cc115e4c3bd8d4b5ae2efe7ef744bb574b8dca8d9f0eea607c76ab59be0b63c

Observation d1d7e943-99d1-49f8-b186-5e07fdc3f0e5 · outbound

This paper cites A decoder-only foun- dation model for time-series forecasting.

Pretraining Large Brain Language Model for Active BCI: Silent Speech A decoder-only foun- dation model for time-series forecasting

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:14:58.158433Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T05:14:57.850902Z digest=sha256:ef52e32afb8619baa64cb2990c7997c3e47ad6f4b8c17f68d171dddb5821d83b

Observation 276d2742-a121-4936-b763-368936bd5fea · outbound

This paper cites Large Batch Optimization for Deep Learning: Training BERT in 76 minutes.

Pretraining Large Brain Language Model for Active BCI: Silent Speech Large Batch Optimization for Deep Learning: Training BERT in 76 minutes

Reference 62

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no resolver link, observed 2026-08-16T05:14:57.855734Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T05:14:57.855734Z digest=sha256:bbeee28b5a333fe70bcd4f3e97a8db03f9a00109bb4cb47b5175c34d096f2756

Observation 711428a3-e4d0-4e45-9a2c-29db1c46a1aa · outbound

This paper cites The dependence of electrode impedance on the number of performed eeg examinations.

Pretraining Large Brain Language Model for Active BCI: Silent Speech The dependence of electrode impedance on the number of performed eeg examinations

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:14:58.142285Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T05:14:57.860651Z digest=sha256:f225466c74ca59588d55071c97a60d6b21a74c774323657c9d18969e6504f068

Observation 7f163650-93a4-4c4b-89fc-2946f262baf1 · outbound

This paper cites Identification of perceived sentences using deep neural networks in eeg.

Pretraining Large Brain Language Model for Active BCI: Silent Speech Identification of perceived sentences using deep neural networks in eeg

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:14:58.126140Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T05:14:57.865158Z digest=sha256:0142f8d3e08718a3a52de68e8154a8ee6e0ce4b7cced0bfc5e6c6803cdb2a813

Observation 88a368fd-acef-4c1a-9155-4b5dbdafca2b · outbound

This paper cites Eeglab: an open source toolbox for analysis of single-trial eeg dynamics including independent component analysis.

Pretraining Large Brain Language Model for Active BCI: Silent Speech Eeglab: an open source toolbox for analysis of single-trial eeg dynamics including independent component analysis

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:14:58.110648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T05:14:57.869881Z digest=sha256:eb6502ee16e3d7cd0ec82e8b6157feaa70b7d3e3871111b146390a73f7ddb4df

Pith citing papers

Observation 2a3a4cb0-2d27-4169-b75a-94f10915a452 · inbound

Learning Interpretable Representations Leads to Semantically Faithful EEG-to-Text Generation cites this paper.

Learning Interpretable Representations Leads to Semantically Faithful EEG-to-Text Generation Pretraining Large Brain Language Model for Active BCI: Silent Speech

Reference 56

Resolution
verified exact
local_arxiv, observed 2026-08-07T15:28:11.672292Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T15:28:10.828516Z digest=sha256:86c65fec2ab63e204eb7ad3c33c837d0e96ff11cff9e7a05211662ce15884199

Observation 72715798-9382-49ef-9d12-21215924e7c3 · inbound

Escaping the BLEU Trap: A Signal-Grounded Framework with Decoupled Semantic Guidance for EEG-to-Text Decoding cites this paper.

Escaping the BLEU Trap: A Signal-Grounded Framework with Decoupled Semantic Guidance for EEG-to-Text Decoding Pretraining Large Brain Language Model for Active BCI: Silent Speech

Reference 47

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unresolved
no resolver link, observed 2026-08-03T03:27:34.609396Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T03:27:34.609396Z digest=sha256:3b001b4024787114528312fb30544cf0706d517e8b1d97adb70ff4ae7571cbf0