Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-08T12:15:23.742878Z
Paper Citation Record · LEDGER
As of 8 August 2026, this Paper Citation Record lists 55 of 55 outbound references and 0 inbound Pith citation observations for arXiv:2502.17465.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-08T12:15:23.742878Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
55 of 55 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 13f6727e-00b4-4999-9e68-5458cfc68ce7 · outbound
Bridging Brain Signals and Language: A Deep Learning Approach to EEG-to-Text Decoding Aphasia Statistics - The National Aphasia Association,
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 0f359c1e-8318-4964-9f19-01a6fcff3624 · outbound
Bridging Brain Signals and Language: A Deep Learning Approach to EEG-to-Text Decoding Prevalence of voice disorders in the general population, based on the Stockholm Public Health cohort,
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 3e46354d-5404-4acc-8f89-8a4848c8a7f5 · outbound
Bridging Brain Signals and Language: A Deep Learning Approach to EEG-to-Text Decoding Unresolved cited work
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation d1666569-ff87-4326-b250-7bcd118acb97 · outbound
Bridging Brain Signals and Language: A Deep Learning Approach to EEG-to-Text Decoding Public Figures and Celebrities with Aphasia - The National Aphasia Association,
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation f2ba5563-8793-4a25-a0ef-64b22547ab84 · outbound
Bridging Brain Signals and Language: A Deep Learning Approach to EEG-to-Text Decoding Brain signals converted into words ‘speak’ for person with paralysis,
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 71211bf3-f802-4261-b88b-8eda713ae78a · outbound
Bridging Brain Signals and Language: A Deep Learning Approach to EEG-to-Text Decoding Neuroprosthesis for decoding speech in a paralyzed person with anarthria,
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 59496f27-d1ec-4568-b02e-88b5a2e03550 · outbound
Bridging Brain Signals and Language: A Deep Learning Approach to EEG-to-Text Decoding A high-performance speech neuroprosthesis,
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 8988d7f3-1d89-44ef-89cd-83cc69807875 · outbound
Bridging Brain Signals and Language: A Deep Learning Approach to EEG-to-Text Decoding ZuCo, a simultaneous EEG and eye-tracking resource for natural sentence reading,
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 621ed274-308c-48c9-b613-c0d22cd56a53 · outbound
Bridging Brain Signals and Language: A Deep Learning Approach to EEG-to-Text Decoding Decoding covert speech from EEG—A comprehensive review,
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation e6c2b1f9-df7e-4c31-b7a3-bef3a61d81e8 · outbound
Bridging Brain Signals and Language: A Deep Learning Approach to EEG-to-Text Decoding DeWave: Discrete EEG Waves Encoding for Brain Dynamics to Text Translation
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6f591a13-3f5f-4552-b70e-e61b1b23f4b2 · outbound
Bridging Brain Signals and Language: A Deep Learning Approach to EEG-to-Text Decoding Semantic-aware Contrastive Learning for Electroencephalography-to-Text Generation with Curriculum Learning
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1731cc33-62a0-4b36-b4a6-c03b71bbd456 · outbound
Bridging Brain Signals and Language: A Deep Learning Approach to EEG-to-Text Decoding Open vocabulary electroencephalography- to-text decoding and zero-shot sentiment classification,
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 3d172fd8-9a12-4486-b6c6-032a63e53a36 · outbound
Bridging Brain Signals and Language: A Deep Learning Approach to EEG-to-Text Decoding High performance communication by people with paralysis using an intracortical brain-computer interface,
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 4ea72bbc-7ae1-4475-bded-f0c565d52fe9 · outbound
Bridging Brain Signals and Language: A Deep Learning Approach to EEG-to-Text Decoding Low- dimensional subject representation-based transfer learning in EEG decoding,
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation d1233bd0-43dc-492c-830d-9b7e23847cac · outbound
Bridging Brain Signals and Language: A Deep Learning Approach to EEG-to-Text Decoding BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fc41e13c-2963-4a4f-841d-f32a3cb8f64f · outbound
Bridging Brain Signals and Language: A Deep Learning Approach to EEG-to-Text Decoding BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1724afa1-4801-4764-8cd9-6b6c008b4931 · outbound
Bridging Brain Signals and Language: A Deep Learning Approach to EEG-to-Text Decoding Brains and algorithms partially converge in natural language processing,
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d1d752ac-7cd7-4e56-b09c-13ad736186e2 · outbound
Bridging Brain Signals and Language: A Deep Learning Approach to EEG-to-Text Decoding Semantic reconstruc- tion of continuous language from non-invasive brain recordings,
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1feaf04b-b156-436d-b8ea-c0ed6e655af7 · outbound
Bridging Brain Signals and Language: A Deep Learning Approach to EEG-to-Text Decoding Does the brain represent words? An evaluation of brain decoding studies of language understanding
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation e0e190b0-37a3-4d67-b357-b1d7bb320800 · outbound
Bridging Brain Signals and Language: A Deep Learning Approach to EEG-to-Text Decoding Thinking out loud, an open-access EEG-based BCI dataset for inner speech recognition,
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 5d54e2ed-17ea-4a19-abd7-37063b39e9ee · outbound
Bridging Brain Signals and Language: A Deep Learning Approach to EEG-to-Text Decoding Attention is all you need,
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5f699de3-0691-4427-85e2-887f1cd278da · outbound
Bridging Brain Signals and Language: A Deep Learning Approach to EEG-to-Text Decoding ROUGE: A package for automatic evaluation of summaries,
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation fac31358-c5c7-496e-9f54-ab91366096ba · outbound
Bridging Brain Signals and Language: A Deep Learning Approach to EEG-to-Text Decoding BERTScore: Evaluating Text Generation with BERT
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9a9ee640-75a5-4815-961d-3bfd35c62515 · outbound
Bridging Brain Signals and Language: A Deep Learning Approach to EEG-to-Text Decoding On the Properties of Neural Machine Translation: Encoder-Decoder Approaches
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 89d21086-7f2b-40c0-9a11-61cb7f7ce28e · outbound
Bridging Brain Signals and Language: A Deep Learning Approach to EEG-to-Text Decoding Virtual typing by people with tetraplegia using a self-calibrating intracortical brain-computer interface,
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 040fbac3-c335-4031-98c5-b80467b7b90c · outbound
Bridging Brain Signals and Language: A Deep Learning Approach to EEG-to-Text Decoding High-performance brain-to-text communica- tion via handwriting,
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation c0d21ee5-65cb-48b4-99b1-3a1eb9581495 · outbound
Bridging Brain Signals and Language: A Deep Learning Approach to EEG-to-Text Decoding A high performance spelling system based on EEG-EOG signals with visual feedback,
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation a65a1143-8a9f-4d88-859d-01a0defc65a5 · outbound
Bridging Brain Signals and Language: A Deep Learning Approach to EEG-to-Text Decoding Machine translation of cortical activity to text with an encoder-decoder framework,
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0f571691-0745-4423-8425-a71d7a56fd90 · outbound
Bridging Brain Signals and Language: A Deep Learning Approach to EEG-to-Text Decoding Speech synthesis from neural decoding of spoken sentences,
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 98c232fe-4cfa-4a31-846f-6229044d75e0 · outbound
Bridging Brain Signals and Language: A Deep Learning Approach to EEG-to-Text Decoding Imagined speech classification with EEG signals for silent communication: A preliminary in- vestigation into synthetic telepathy,
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 528ff2ec-a69c-4c92-985e-51ea9d68bb9a · outbound
Bridging Brain Signals and Language: A Deep Learning Approach to EEG-to-Text Decoding Decoding speech perception from non-invasive brain recordings,
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation e49ef95b-b84e-40d2-8256-2c38486a9390 · outbound
Bridging Brain Signals and Language: A Deep Learning Approach to EEG-to-Text Decoding Deep Representation Learning for Open V ocabulary Electroencephalography-to-Text Decoding,
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 3bd63474-9080-45c1-a0e9-759a5ea041e4 · outbound
Bridging Brain Signals and Language: A Deep Learning Approach to EEG-to-Text Decoding Speech motor cortex enables BCI cursor control and click,
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation c88c2167-7a76-4918-b42a-2ed6313548f6 · outbound
Bridging Brain Signals and Language: A Deep Learning Approach to EEG-to-Text Decoding METEOR: An Automatic Metric for MT Evaluation with Improved Correlation with Human Judg- ments,
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 2b8e1487-5b67-479c-a369-f33b8e5d6077 · outbound
Bridging Brain Signals and Language: A Deep Learning Approach to EEG-to-Text Decoding The Brain's Bitter Lesson: Scaling Speech Decoding With Self-Supervised Learning
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cd2fd0a5-e9d5-4281-a752-12fa188cfd82 · outbound
Bridging Brain Signals and Language: A Deep Learning Approach to EEG-to-Text Decoding The system checks for unique email addresses before permitting new account creation to prevent duplicate accounts
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 1725d439-505a-4ac9-8978-570e416974c7 · outbound
Bridging Brain Signals and Language: A Deep Learning Approach to EEG-to-Text Decoding The data upload section becomes available to users after they suc- cessfully log into the system
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation cd68bca2-66b9-4079-8cd9-f6af1c34a521 · outbound
Bridging Brain Signals and Language: A Deep Learning Approach to EEG-to-Text Decoding JMECT applies the GPT-4 and BART models to data processed at this stage
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 86360473-4d35-4996-bec3-5fdd32bd43cc · outbound
Bridging Brain Signals and Language: A Deep Learning Approach to EEG-to-Text Decoding BART generates the initial paragraph, while the GPT-4 processing algorithm refines a new text output
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation a6526198-690f-4886-9c6c-fc7234e7276b · outbound
Bridging Brain Signals and Language: A Deep Learning Approach to EEG-to-Text Decoding Through its integration of the gTTS (Google Text-to-Speech) software, the platform converts text outputs into spoken audio
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 51ecfd6f-b24a-4f44-b233-92894ec4fe9a · outbound
Bridging Brain Signals and Language: A Deep Learning Approach to EEG-to-Text Decoding Unresolved cited work
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 70ab580c-e90d-4cb4-b9b6-6adc932f297d · outbound
Bridging Brain Signals and Language: A Deep Learning Approach to EEG-to-Text Decoding Unresolved cited work
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 1146bac2-9635-4f80-93f5-e34f1b050ce8 · outbound
Bridging Brain Signals and Language: A Deep Learning Approach to EEG-to-Text Decoding Unresolved cited work
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation ba3e379c-942f-417f-bf8c-bf69deb0225c · outbound
Bridging Brain Signals and Language: A Deep Learning Approach to EEG-to-Text Decoding Unresolved cited work
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 79086f17-b604-4204-bbfd-64d76f37d6c0 · outbound
Bridging Brain Signals and Language: A Deep Learning Approach to EEG-to-Text Decoding Users need to use the logout button for exit as shown in Figure 10
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation c26d46fd-5fd5-4af4-a6f3-3707766b90df · outbound
Bridging Brain Signals and Language: A Deep Learning Approach to EEG-to-Text Decoding Unresolved cited work
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 13044cea-c3f8-4483-b92f-c02f4355dc40 · outbound
Bridging Brain Signals and Language: A Deep Learning Approach to EEG-to-Text Decoding Unresolved cited work
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 5181bcb9-990c-42db-acc1-602ec8e90d5a · outbound
Bridging Brain Signals and Language: A Deep Learning Approach to EEG-to-Text Decoding The demonstration storage of passwords in plain text requires migration to hashing methods for production security
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 37182282-5da9-4770-8d0f-0b9138521335 · outbound
Bridging Brain Signals and Language: A Deep Learning Approach to EEG-to-Text Decoding Unresolved cited work
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 0b103e6b-3a0f-458c-a128-e5e7d1fe5732 · outbound
Bridging Brain Signals and Language: A Deep Learning Approach to EEG-to-Text Decoding The generated text appears as an output that gets saved within the system
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 8c807f74-5362-4849-a4e2-10e1281b152e · outbound
Bridging Brain Signals and Language: A Deep Learning Approach to EEG-to-Text Decoding Unresolved cited work
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation eced17da-5a91-4c95-8665-db726e0848e5 · outbound
Bridging Brain Signals and Language: A Deep Learning Approach to EEG-to-Text Decoding The session period ends at logout time
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation f182c73b-2e55-49ab-93c4-87f68e5a3323 · outbound
Bridging Brain Signals and Language: A Deep Learning Approach to EEG-to-Text Decoding Unresolved cited work
Reference 56
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation c312a5de-a3b5-428f-a32c-da5048c86c4c · outbound
Bridging Brain Signals and Language: A Deep Learning Approach to EEG-to-Text Decoding GPT-4 Technical Report
Reference 2023
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dbe78feb-e704-4b9e-b6af-01d10a90e0b0 · outbound
Bridging Brain Signals and Language: A Deep Learning Approach to EEG-to-Text Decoding Available: https://www.ncbi.nlm.nih.gov/books/ NBK559315/
Reference 2025
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
No inbound Pith citation observations are available.