Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-21T01:17:03.483855Z
Paper Citation Record · LEDGER
As of 5 August 2026, this Paper Citation Record lists 49 of 49 outbound references and 0 inbound Pith citation observations for arXiv:2605.00856.
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 2026-05-21T01:17:03.483855Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+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
49 of 49 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 22f18e71-7e34-479c-a91e-98fd6fa6d8ad · outbound
One-Block Transformer (1BT) for EEG-Based Cognitive Workload Assessment Data augmentation for 3dmm-based arousal-valence prediction for hri
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation b92369a1-ce70-4809-a2df-5c8a4a0204af · outbound
One-Block Transformer (1BT) for EEG-Based Cognitive Workload Assessment Clare: Cognitive load assessment in real-time with multimodal data
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation dbb128d9-4faf-4dfa-b47b-39160d84e718 · outbound
One-Block Transformer (1BT) for EEG-Based Cognitive Workload Assessment Cognitive load estimation in the wild
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 142e6d13-90d0-4f22-ba6f-fc7d66d29a62 · outbound
One-Block Transformer (1BT) for EEG-Based Cognitive Workload Assessment Unobtrusive measurement of cognitive load and physiological signals in uncontrolled environments
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 4a0e0e2c-c441-458a-ae8d-6a59e2e154aa · outbound
One-Block Transformer (1BT) for EEG-Based Cognitive Workload Assessment Ecg and eeg based machine learning models for the classification of mental workload and stress levels for women in different menstrual phases, men, and mixed sexes
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 6e5416a1-8196-446f-91b1-c34d2928c0f6 · outbound
One-Block Transformer (1BT) for EEG-Based Cognitive Workload Assessment Gendered mental labor: A systematic literature review on the cognitive dimension of unpaid work within the household and childcare
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation d755b3ae-64e5-4931-8224-fbb7512a91ce · outbound
One-Block Transformer (1BT) for EEG-Based Cognitive Workload Assessment Twifly: A data analysis framework for twitter
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 5bfb0bc6-c008-48d9-965a-12d64cd3502e · outbound
One-Block Transformer (1BT) for EEG-Based Cognitive Workload Assessment Empatheticexchanges: Toward understanding the cues for empathy in dyadic conversations
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 3fe6165f-0c9b-478f-a3dd-acd592ae207d · outbound
One-Block Transformer (1BT) for EEG-Based Cognitive Workload Assessment The cost of work-related stress to society: A systematic review
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation af53fba5-be4b-4969-bbc9-1c46858f731b · outbound
One-Block Transformer (1BT) for EEG-Based Cognitive Workload Assessment Painformer: A vision foundation model for automatic pain assessment
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 2e54f199-7284-42e9-b63d-82cb6fdaa5c9 · outbound
One-Block Transformer (1BT) for EEG-Based Cognitive Workload Assessment Mul- timodal automatic assessment of acute pain through facial videos and heart rate signals utilizing transformer-based architectures
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation d13d649f-f50b-4981-9a50-8262ba3cc37c · outbound
One-Block Transformer (1BT) for EEG-Based Cognitive Workload Assessment A Pain Assessment Framework based on multimodal data and Deep Machine Learning methods
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 58d21748-286a-473c-a736-3bd851a88bf1 · outbound
One-Block Transformer (1BT) for EEG-Based Cognitive Workload Assessment A lightweight transformer for pain recognition from brain activity
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 5b62bc1c-bdd6-468c-b7f1-c096aa652c66 · outbound
One-Block Transformer (1BT) for EEG-Based Cognitive Workload Assessment Electroencephalographic workload indicators during teleoperation of an unmanned aerial vehicle shepherding a swarm of unmanned ground vehicles in contested environments
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation d0a1d71f-8a8d-4a8b-a8ca-f7d793b946e0 · outbound
One-Block Transformer (1BT) for EEG-Based Cognitive Workload Assessment Measuring mental workload with the nasa-tlx needs to examine each dimension rather than relying on the global score: an example with driving
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 2c3e774b-63ec-4965-a320-701c2742a673 · outbound
One-Block Transformer (1BT) for EEG-Based Cognitive Workload Assessment Measuring cognitive workload using multimodal sensors
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 973ba889-0b9a-447a-bfe9-5f12a44356bc · outbound
One-Block Transformer (1BT) for EEG-Based Cognitive Workload Assessment Measuring mental workload using physiological measures: A systematic review
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 30d96c57-3273-4752-a870-85999883a555 · outbound
One-Block Transformer (1BT) for EEG-Based Cognitive Workload Assessment Electroencephalogram-based mental workload prediction for using augmented reality head mounted display in construc- tion assembly: A deep learning approach
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation d0751fa6-bdd7-4a2e-a1b5-5c0836108f17 · outbound
One-Block Transformer (1BT) for EEG-Based Cognitive Workload Assessment Eeg-based estimation of cognitive workload across multiple tasks
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 7a951b25-13c2-489c-b3ac-7a775f06df32 · outbound
One-Block Transformer (1BT) for EEG-Based Cognitive Workload Assessment Neural networks meet neural activity: Utilizing eeg for mental workload estimation
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 05d73058-ac91-4266-bdf9-a3491fae0546 · outbound
One-Block Transformer (1BT) for EEG-Based Cognitive Workload Assessment A full transformer-based framework for automatic pain estimation using videos
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation d1621e3b-6bc8-4b7e-a42c-efbfb9e0fe02 · outbound
One-Block Transformer (1BT) for EEG-Based Cognitive Workload Assessment Twins-painvit: Towards a modality-agnostic vision transformer framework for multimodal automatic pain assessment using facial videos and fnirs
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation bb6cfc1c-6a70-4d07-b417-51ee2c5c8d91 · outbound
One-Block Transformer (1BT) for EEG-Based Cognitive Workload Assessment Synthetic thermal and rgb videos for automatic pain assessment utilizing a vision-mlp architecture
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 58d844d3-0ef8-4307-a1cb-9fcf34237e5b · outbound
One-Block Transformer (1BT) for EEG-Based Cognitive Workload Assessment Automatic pain intensity estimation based on electrocardiogram and demographic factors
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 13b05843-a268-410a-a0a0-c2e17d4fbe04 · outbound
One-Block Transformer (1BT) for EEG-Based Cognitive Workload Assessment Multi-task neural networks for pain intensity estimation using electrocardiogram and demographic factors
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 154c3773-804e-48c6-a7dd-27bc198cd252 · outbound
One-Block Transformer (1BT) for EEG-Based Cognitive Workload Assessment Multi-representation diagrams for pain recognition: Integrating various electrodermal activity signals into a single image
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 5134a71b-e73a-4546-8160-1d4aa7a29d86 · outbound
One-Block Transformer (1BT) for EEG-Based Cognitive Workload Assessment Mental workload assessment using deep learning models from eeg signals: A systematic review
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation fb62dfd3-2cf1-4b25-b689-c7e2abde5e95 · outbound
One-Block Transformer (1BT) for EEG-Based Cognitive Workload Assessment Automatic assessment of pain based on deep learning methods: A systematic review
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 1f941d18-7835-4913-b104-4aa4a1832f0c · outbound
One-Block Transformer (1BT) for EEG-Based Cognitive Workload Assessment Mental workload classification using convolutional neural networks based on fnirs-derived prefrontal activity
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 024149a6-746c-48df-97cb-f3d12c65a61d · outbound
One-Block Transformer (1BT) for EEG-Based Cognitive Workload Assessment Pain assessment using multi-kernel-fcn-lstm and haemoglobin difference in fnirs
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 44375e0e-95d9-46e8-90d2-83a9f33f7d3e · outbound
One-Block Transformer (1BT) for EEG-Based Cognitive Workload Assessment Enhancing cognitive workload classification using integrated lstm layers and cnns for fnirs data analysis
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation d8c5644a-b186-49d8-a8e6-696a7bfe0a3c · outbound
One-Block Transformer (1BT) for EEG-Based Cognitive Workload Assessment Multimodal fusion for objective assessment of cognitive workload: A review
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation da3cffc5-403c-4b99-acef-601517bf0751 · outbound
One-Block Transformer (1BT) for EEG-Based Cognitive Workload Assessment Convolutional neural network for hybrid fnirs-eeg mental workload classification
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 98e792d4-763f-4700-8e48-705f9344d962 · outbound
One-Block Transformer (1BT) for EEG-Based Cognitive Workload Assessment Ef-net: Mental state recognition by analyzing multimodal eeg-fnirs via cnn
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation d10f8fae-9377-414c-bbed-1e55ddabbf91 · outbound
One-Block Transformer (1BT) for EEG-Based Cognitive Workload Assessment Simultaneous eeg-fnirs data classification through selective channel representation and spectrogram imaging
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 5c242198-5438-49f2-8df0-4aa1118d2a4e · outbound
One-Block Transformer (1BT) for EEG-Based Cognitive Workload Assessment Multimodal mbc-att: cross-modality attentional fusion of eeg-fnirs for cognitive state decoding
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 3c048d2a-598f-4138-bafc-0e27ce29d165 · outbound
One-Block Transformer (1BT) for EEG-Based Cognitive Workload Assessment Multimodal fusion of eeg-fnirs: a mutual information-based hybrid classification framework
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 26ac1b60-659a-48a4-8d81-8321573953eb · outbound
One-Block Transformer (1BT) for EEG-Based Cognitive Workload Assessment A crossmod-transformer deep learning framework for multi-modal pain detection through eda and ecg fusion
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 2bb05103-dd4e-45e1-bf70-8ab739924778 · outbound
One-Block Transformer (1BT) for EEG-Based Cognitive Workload Assessment Giaformer: A gradient-infused attention and transformer for pain assessment with eda-fnirs fusion
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 27806d87-d0f9-46f3-946a-def4cd8dd144 · outbound
One-Block Transformer (1BT) for EEG-Based Cognitive Workload Assessment Tiny-biomoe: a lightweight embedding model for biosignal analysis
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation cc324487-7208-4c85-a2cb-5187e7b476b8 · outbound
One-Block Transformer (1BT) for EEG-Based Cognitive Workload Assessment Efficient pain recognition via respiration signals: A single cross- attention transformer multi-window fusion pipeline
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 9b72b54e-89c1-42a5-b822-f41d85e6d1b3 · outbound
One-Block Transformer (1BT) for EEG-Based Cognitive Workload Assessment A view on edge caching applications
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation bc9c1a0d-9400-4ec3-a087-178705d1a4fd · outbound
One-Block Transformer (1BT) for EEG-Based Cognitive Workload Assessment When and how to express empathy in human-robot interaction scenarios
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation d1a67825-9970-45af-9c7a-16b3e820e905 · outbound
One-Block Transformer (1BT) for EEG-Based Cognitive Workload Assessment Empathetic robots using empathy classifiers in hri settings
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation f8122197-ad14-4af6-8f85-78c6409a180b · outbound
One-Block Transformer (1BT) for EEG-Based Cognitive Workload Assessment Enhancing social robot’s direct gaze expression through vestibulo-ocular movements
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation f26aa9de-8ef8-437c-9580-71d21629777c · outbound
One-Block Transformer (1BT) for EEG-Based Cognitive Workload Assessment Virtual reflections on a dynamic 2-d eye model improve spatial reference identification
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 85abd61c-7e7d-4857-b4bf-ad4c513c3a2e · outbound
One-Block Transformer (1BT) for EEG-Based Cognitive Workload Assessment A visual perceptual perspective on gaze in social robotics
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 0027be8d-5ddc-45d8-8485-4cea9959659a · outbound
One-Block Transformer (1BT) for EEG-Based Cognitive Workload Assessment Efficient emotion-aware iconic gesture prediction for robot co-speech
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 6de5150e-9066-4c38-b877-8a7ed3366e4d · outbound
One-Block Transformer (1BT) for EEG-Based Cognitive Workload Assessment Eegnet: a compact convolutional neural network for eeg-based brain–computer interfaces
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
No inbound Pith citation observations are available.