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Paper Citation Record · LEDGER

Leveraging fNIRS to Evaluate Workload for Adaptive Training in Virtual Reality

As of 5 August 2026, this Paper Citation Record lists 67 of 67 outbound references and 0 inbound Pith citation observations for arXiv:2605.06909.

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

pith.paper-citation-record.v1
2605.06909 v1

Coverage vector

measured 67 of 67 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-11T01:07:30.298200Z

measured 67 of 67 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

67 of 67 outbound references displayed

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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 421aab70-4a51-4463-b261-9c8cff3eafff · outbound

This paper cites The extended classroom: Meeting students’ needs using a virtual environment.

Leveraging fNIRS to Evaluate Workload for Adaptive Training in Virtual Reality The extended classroom: Meeting students’ needs using a virtual environment

Reference 1

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Observation 71bbc4c3-5e4c-40f1-9dec-de0c2288f1b4 · outbound

This paper cites Systematic review of augmented reality training systems.

Leveraging fNIRS to Evaluate Workload for Adaptive Training in Virtual Reality Systematic review of augmented reality training systems

Reference 2

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Observation 6b03c069-ed0b-4558-a676-0a138c6963bd · outbound

This paper cites A review on virtual reality skill training applications.

Leveraging fNIRS to Evaluate Workload for Adaptive Training in Virtual Reality A review on virtual reality skill training applications

Reference 3

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Observation 38b419a3-b3e4-460d-9fd9-ec92b635adab · outbound

This paper cites The impact of avatar and environment congruence on plausibility, embodiment, presence, and the Proteus effect in virtual reality.

Leveraging fNIRS to Evaluate Workload for Adaptive Training in Virtual Reality The impact of avatar and environment congruence on plausibility, embodiment, presence, and the Proteus effect in virtual reality

Reference 4

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Source-reported events for the cited work

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Observation 11f54fd8-a473-4b4c-b0c8-ffc2247e96d4 · outbound

This paper cites Examining virtual reality as an alternative to in-person and online learning environments.

Leveraging fNIRS to Evaluate Workload for Adaptive Training in Virtual Reality Examining virtual reality as an alternative to in-person and online learning environments

Reference 5

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Source-reported events for the cited work

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Observation 420b7c35-7053-4df0-8dee-604f8f1e773d · outbound

This paper cites The effects of virtual reality, augmented reality, and mixed reality as training enhancement methods: A meta-analysis.

Leveraging fNIRS to Evaluate Workload for Adaptive Training in Virtual Reality The effects of virtual reality, augmented reality, and mixed reality as training enhancement methods: A meta-analysis

Reference 6

Resolution
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Source-reported events for the cited work

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Observation 0f9f685a-0d1d-4290-9835-9643911753bc · outbound

This paper cites Cognitive load during problem solving: Effects on learning.

Leveraging fNIRS to Evaluate Workload for Adaptive Training in Virtual Reality Cognitive load during problem solving: Effects on learning

Reference 7

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Source-reported events for the cited work

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Observation 31179b91-e4d2-4987-9f34-676831a3098c · outbound

This paper cites Cognitive load theory.

Leveraging fNIRS to Evaluate Workload for Adaptive Training in Virtual Reality Cognitive load theory

Reference 8

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Source-reported events for the cited work

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Observation da3a9464-ce9d-487d-83a7-065dea5c0531 · outbound

This paper cites Cognitive load theory: New conceptualizations, specifications, and integrated research perspectives.

Leveraging fNIRS to Evaluate Workload for Adaptive Training in Virtual Reality Cognitive load theory: New conceptualizations, specifications, and integrated research perspectives

Reference 9

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Observation 3cb8d3d4-e4ce-4f7e-8bf1-083e47742693 · outbound

This paper cites Should self-regulated learning be integrated with cognitive load theory? A commentary.

Leveraging fNIRS to Evaluate Workload for Adaptive Training in Virtual Reality Should self-regulated learning be integrated with cognitive load theory? A commentary

Reference 10

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Source-reported events for the cited work

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Observation e02d22c7-a90d-478f-8e29-eb3dbb4a59d3 · outbound

This paper cites Effectiveness of part-task training and increasing-difficulty training strategies.

Leveraging fNIRS to Evaluate Workload for Adaptive Training in Virtual Reality Effectiveness of part-task training and increasing-difficulty training strategies

Reference 11

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Observation aefcb44a-4d0c-4ecb-8236-cc9456d60764 · outbound

This paper cites Test-enhanced learning: Taking memory tests improves long-term retention.

Leveraging fNIRS to Evaluate Workload for Adaptive Training in Virtual Reality Test-enhanced learning: Taking memory tests improves long-term retention

Reference 12

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Observation fe13aaa7-fd46-49ed-a9a0-d3bd17e0747e · outbound

This paper cites Development of NASA-TLX (Task Load Index): Results of empirical and theoretical research.

Leveraging fNIRS to Evaluate Workload for Adaptive Training in Virtual Reality Development of NASA-TLX (Task Load Index): Results of empirical and theoretical research

Reference 13

Resolution
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Source-reported events for the cited work

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Observation a9dfcbc4-b306-4d52-9bb9-63fa90cd387c · outbound

This paper cites The Subjective Workload Assessment Technique: A scaling procedure for measuring mental workload.

Leveraging fNIRS to Evaluate Workload for Adaptive Training in Virtual Reality The Subjective Workload Assessment Technique: A scaling procedure for measuring mental workload

Reference 14

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

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Observation d3e85081-703f-4649-861c-ed95c3a73058 · outbound

This paper cites an unresolved cited work.

Leveraging fNIRS to Evaluate Workload for Adaptive Training in Virtual Reality Unresolved cited work

Reference 15

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Source-reported events for the cited work

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Observation 38fdc888-bf1c-4cc9-b1f0-09952f207a15 · outbound

This paper cites Neuroergonomics.

Leveraging fNIRS to Evaluate Workload for Adaptive Training in Virtual Reality Neuroergonomics

Reference 16

Resolution
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Source-reported events for the cited work

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Observation 5cbc5849-088a-4c48-8f05-cade75ca9a8c · outbound

This paper cites Toward workload-based adaptive automation: The utility of fNIRS for measuring load in multiple resources in the brain.

Leveraging fNIRS to Evaluate Workload for Adaptive Training in Virtual Reality Toward workload-based adaptive automation: The utility of fNIRS for measuring load in multiple resources in the brain

Reference 17

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Source-reported events for the cited work

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Observation 01d7c803-2d99-4e74-ad8e-c54e69e2cef0 · outbound

This paper cites Review of adaptive training system techniques.

Leveraging fNIRS to Evaluate Workload for Adaptive Training in Virtual Reality Review of adaptive training system techniques

Reference 18

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Source-reported events for the cited work

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Observation 6e961921-cf92-4d1e-98e8-1732ffcce026 · outbound

This paper cites Cognitive load theory, learning difficulty, and instructional design.

Leveraging fNIRS to Evaluate Workload for Adaptive Training in Virtual Reality Cognitive load theory, learning difficulty, and instructional design

Reference 19

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Source-reported events for the cited work

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Observation 12c6b32b-3f0a-436f-8fde-0451042ded9a · outbound

This paper cites Desirable difficulties in theory and practice.

Leveraging fNIRS to Evaluate Workload for Adaptive Training in Virtual Reality Desirable difficulties in theory and practice

Reference 20

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Source-reported events for the cited work

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Observation 922c83c1-6f1d-45e3-aa12-860bf3b7fbb9 · outbound

This paper cites Does one-size training fit all? Evaluating adaptive learning for VR assembly training.

Leveraging fNIRS to Evaluate Workload for Adaptive Training in Virtual Reality Does one-size training fit all? Evaluating adaptive learning for VR assembly training

Reference 21

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Source-reported events for the cited work

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Observation 0e2b8edf-8e18-48e3-956b-36e22e873b13 · outbound

This paper cites Towards user-aware VR learning environments: Combining brain-computer interfaces with vir- tual reality for mental state decoding.

Leveraging fNIRS to Evaluate Workload for Adaptive Training in Virtual Reality Towards user-aware VR learning environments: Combining brain-computer interfaces with vir- tual reality for mental state decoding

Reference 22

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Source-reported events for the cited work

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Observation 38ef1473-ea94-402a-b266-0b8aba88bc83 · outbound

This paper cites The effects of VR and TP visual cues on motor imagery subjects and performance.

Leveraging fNIRS to Evaluate Workload for Adaptive Training in Virtual Reality The effects of VR and TP visual cues on motor imagery subjects and performance

Reference 23

Resolution
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Source-reported events for the cited work

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Observation 932ade92-4ea5-4d3b-82ab-266053f0fb1b · outbound

This paper cites Performance monitoring via functional near infrared spec- troscopy for virtual reality based basic life support training.

Leveraging fNIRS to Evaluate Workload for Adaptive Training in Virtual Reality Performance monitoring via functional near infrared spec- troscopy for virtual reality based basic life support training

Reference 24

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

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Observation 165ed589-be2b-42e5-9d6a-e3cbf5889816 · outbound

This paper cites Toward a new cognitive neuroscience: Modeling natural brain dynamics.

Leveraging fNIRS to Evaluate Workload for Adaptive Training in Virtual Reality Toward a new cognitive neuroscience: Modeling natural brain dynamics

Reference 25

Resolution
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Source-reported events for the cited work

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Observation 62a33c84-8cfc-4e40-baac-c5946edbdae1 · outbound

This paper cites Hybrid fNIRS-EEG based classification of auditory and visual perception processes.

Leveraging fNIRS to Evaluate Workload for Adaptive Training in Virtual Reality Hybrid fNIRS-EEG based classification of auditory and visual perception processes

Reference 26

Resolution
verified fuzzy
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Source-reported events for the cited work

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Observation 5a9e02f6-eb8e-41b5-9f74-42e4610c901c · outbound

This paper cites A systematic review of physiological measurements, factors, methods, and applications in virtual reality.

Leveraging fNIRS to Evaluate Workload for Adaptive Training in Virtual Reality A systematic review of physiological measurements, factors, methods, and applications in virtual reality

Reference 27

Resolution
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Source-reported events for the cited work

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Observation 71a5561e-b97e-4d1b-b4c0-2fd8a76e9686 · outbound

This paper cites Assessing cognitive load in virtual reality: A comparative analysis of objective and subjective measures.

Leveraging fNIRS to Evaluate Workload for Adaptive Training in Virtual Reality Assessing cognitive load in virtual reality: A comparative analysis of objective and subjective measures

Reference 28

Resolution
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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.

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Observation aff694b2-d71d-4926-a2ea-e3667ff9c515 · outbound

This paper cites Applying functional near- infrared spectroscopy (fNIRS) in educational research: A systematic review.

Leveraging fNIRS to Evaluate Workload for Adaptive Training in Virtual Reality Applying functional near- infrared spectroscopy (fNIRS) in educational research: A systematic review

Reference 29

Resolution
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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.

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Observation be032a18-ba57-43df-b9be-5abdffcd0287 · outbound

This paper cites Optical brain monitoring for operator training and mental workload assessment.

Leveraging fNIRS to Evaluate Workload for Adaptive Training in Virtual Reality Optical brain monitoring for operator training and mental workload assessment

Reference 30

Resolution
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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.

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Observation 0f3df727-f851-4ad9-a637-349a7c054c69 · outbound

This paper cites Demonstrating brain-level interactions between visuospatial attentional demands and working memory load while driving using functional near- infrared spectroscopy.

Leveraging fNIRS to Evaluate Workload for Adaptive Training in Virtual Reality Demonstrating brain-level interactions between visuospatial attentional demands and working memory load while driving using functional near- infrared spectroscopy

Reference 31

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

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Observation 667faa46-fe9f-4e23-8fdf-b27aadcd754e · outbound

This paper cites Assessing the driver’s current level of working memory load with high density functional near- infrared spectroscopy: A realistic driving simulator study.

Leveraging fNIRS to Evaluate Workload for Adaptive Training in Virtual Reality Assessing the driver’s current level of working memory load with high density functional near- infrared spectroscopy: A realistic driving simulator study

Reference 32

Resolution
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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.

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Observation c19dd763-1a16-41be-9ee8-2a0b9607129b · outbound

This paper cites The angular gyrus: Multiple functions and multiple subdivisions.

Leveraging fNIRS to Evaluate Workload for Adaptive Training in Virtual Reality The angular gyrus: Multiple functions and multiple subdivisions

Reference 33

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

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Observation 24a28bb1-4e5a-4388-af5d-654666a6eeb2 · outbound

This paper cites Frontoparietal and cingulo-opercular networks play dissociable roles in control of working memory.

Leveraging fNIRS to Evaluate Workload for Adaptive Training in Virtual Reality Frontoparietal and cingulo-opercular networks play dissociable roles in control of working memory

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:11:57.987617Z

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.

source=pdf_text observed=2026-05-11T01:07:30.298200Z digest=sha256:5fe992e6c2f452c5e85e74e7a052e366f23f0390d820375e20832db51dfb4d39

Observation e46bf07a-80dd-4e1e-ba0c-01af4d5b495c · outbound

This paper cites Cingulo-opercular and frontoparietal control network connectivity and executive functioning in older adults.

Leveraging fNIRS to Evaluate Workload for Adaptive Training in Virtual Reality Cingulo-opercular and frontoparietal control network connectivity and executive functioning in older adults

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:11:57.991573Z

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.

source=pdf_text observed=2026-05-11T01:07:30.298200Z digest=sha256:fa7b62a23959804a79077b9a335bd8fbd04774ef2f5ca317284775c55f354628

Observation ebdfb8e1-8d8f-410f-93bb-75650e59b5f9 · outbound

This paper cites The multifaceted interplay between attention and multisensory integration.

Leveraging fNIRS to Evaluate Workload for Adaptive Training in Virtual Reality The multifaceted interplay between attention and multisensory integration

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:11:57.983591Z

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.

source=pdf_text observed=2026-05-11T01:07:30.298200Z digest=sha256:55b5bd7e6b4aa8e320f3a0e38e354f42e9cb2582babc574a4c1a431e0b7049e7

Observation dca8b17e-dec0-4211-9b75-919cc7564c6b · outbound

This paper cites Cingulo-opercular subnetworks motivate frontoparietal subnetworks during distinct cognitive control demands.

Leveraging fNIRS to Evaluate Workload for Adaptive Training in Virtual Reality Cingulo-opercular subnetworks motivate frontoparietal subnetworks during distinct cognitive control demands

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:11:57.797069Z

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.

source=pdf_text observed=2026-05-11T01:07:30.298200Z digest=sha256:ca06124f04ac67663dc29739a7001b00d3cf1500695bf2a12fddaab9ff851ee3

Observation 23e4e03c-b3b8-4265-b30b-7e98414bcd4e · outbound

This paper cites The role of PFC networks in cognitive control and executive function.

Leveraging fNIRS to Evaluate Workload for Adaptive Training in Virtual Reality The role of PFC networks in cognitive control and executive function

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:11:57.886876Z

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.

source=pdf_text observed=2026-05-11T01:07:30.298200Z digest=sha256:92ff550587a3c322e4a334a453c81b478c4feb5bbed177e57b5181820dac2c33

Observation f4093f3e-d487-47b8-bc90-0984cf35a898 · outbound

This paper cites An information theoretical approach to prefrontal executive function.

Leveraging fNIRS to Evaluate Workload for Adaptive Training in Virtual Reality An information theoretical approach to prefrontal executive function

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:11:57.917070Z

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.

source=pdf_text observed=2026-05-11T01:07:30.298200Z digest=sha256:decfb1f3153688bb556669e46a6ccb84ee7f062ca1566b1aedef2edf696e0eb1

Observation 5e7ceb92-77c9-4a65-8e1d-6cc054420dee · outbound

This paper cites A uni- fying account of angular gyrus contributions to episodic and semantic cognition.

Leveraging fNIRS to Evaluate Workload for Adaptive Training in Virtual Reality A uni- fying account of angular gyrus contributions to episodic and semantic cognition

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:11:57.967144Z

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.

source=pdf_text observed=2026-05-11T01:07:30.298200Z digest=sha256:e9209073500864a90f800b60cfc76fdcddbf0c818b7f69a59c0398cbbcbb8fe6

Observation f815b842-b426-4ce2-a0e8-af563dc9f0bf · outbound

This paper cites Multiple functions of the angular gyrus at high temporal resolution.

Leveraging fNIRS to Evaluate Workload for Adaptive Training in Virtual Reality Multiple functions of the angular gyrus at high temporal resolution

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:11:57.874872Z

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.

source=pdf_text observed=2026-05-11T01:07:30.298200Z digest=sha256:fa2f0953730f2804b0cb4eb48da047e173c0f3dcfe4f00cc7a575c9b62a7f2cd

Observation 16972963-8cde-4041-b851-b950893f1cf7 · outbound

This paper cites Angular default mode network connectivity across working memory load.

Leveraging fNIRS to Evaluate Workload for Adaptive Training in Virtual Reality Angular default mode network connectivity across working memory load

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:11:57.930100Z

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.

source=pdf_text observed=2026-05-11T01:07:30.298200Z digest=sha256:349db591c903880333f7b9df3b6fae2774447e5e4fbe8472062219c9b88054e6

Observation fa6b233a-51ff-4f9a-b659-2dab1f313638 · outbound

This paper cites The role of the angular gyrus in arithmetic processing: A literature review.

Leveraging fNIRS to Evaluate Workload for Adaptive Training in Virtual Reality The role of the angular gyrus in arithmetic processing: A literature review

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:11:57.879053Z

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.

source=pdf_text observed=2026-05-11T01:07:30.298200Z digest=sha256:33d341dda3d36fd04b36973a07d3c710dc645a9a05ae943c6247817bde8da071

Observation 3a0dff52-3987-489e-bef7-2ca5d19e74a2 · outbound

This paper cites Multimodal feature integration in the angular gyrus during episodic and semantic retrieval.

Leveraging fNIRS to Evaluate Workload for Adaptive Training in Virtual Reality Multimodal feature integration in the angular gyrus during episodic and semantic retrieval

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:11:57.814203Z

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.

source=pdf_text observed=2026-05-11T01:07:30.298200Z digest=sha256:78b724a630038cd9358f2dc2feb1d8985e280679cbe4876e059b76f68b7019ce

Observation 90a72f8b-2853-494d-8c1b-02102d1c9a82 · outbound

This paper cites Dynamic difficulty using brain metrics of workload.

Leveraging fNIRS to Evaluate Workload for Adaptive Training in Virtual Reality Dynamic difficulty using brain metrics of workload

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:11:57.863077Z

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.

source=pdf_text observed=2026-05-11T01:07:30.298200Z digest=sha256:07b79e73a3b18b5791ae54b53b9ff0689280162bc63c365017ab5a98f066e7e7

Observation 98288d1a-3cdf-497e-a344-dea1b2853599 · outbound

This paper cites A probabilistic atlas and reference system for the human brain: International Consortium for Brain Mapping (ICBM).

Leveraging fNIRS to Evaluate Workload for Adaptive Training in Virtual Reality A probabilistic atlas and reference system for the human brain: International Consortium for Brain Mapping (ICBM)

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:11:57.850499Z

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.

source=pdf_text observed=2026-05-11T01:07:30.298200Z digest=sha256:148daaa2a4e7aabec57bdbcc5a3a2ac67def8c38383bfe129b3c850960d00410

Observation 0a028464-d0cb-4598-a042-e8e9f97d7ce9 · outbound

This paper cites NIRS-SPM: Statis- tical parametric mapping for near-infrared spectroscopy.

Leveraging fNIRS to Evaluate Workload for Adaptive Training in Virtual Reality NIRS-SPM: Statis- tical parametric mapping for near-infrared spectroscopy

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:11:57.908108Z

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.

source=pdf_text observed=2026-05-11T01:07:30.298200Z digest=sha256:5d51c5528a30630ab79fcc9ed422de31423ac44d2700169d7c639aae32a6ea5e

Observation dcf58a50-c2c8-49e4-a35d-bcde8d957a24 · outbound

This paper cites What do subjective workload scales really measure? Operational and representational solu- tions to divergence of workload measures.

Leveraging fNIRS to Evaluate Workload for Adaptive Training in Virtual Reality What do subjective workload scales really measure? Operational and representational solu- tions to divergence of workload measures

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:11:57.805864Z

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.

source=pdf_text observed=2026-05-11T01:07:30.298200Z digest=sha256:6cf37f13669af61494e947db2bfb787ce8743ea91cce373a5f1b0d5085153121

Observation 24a22b03-2375-40d1-864e-06cb8de309eb · outbound

This paper cites Estimation of optical pathlength through tissue from direct time of flight measurement.

Leveraging fNIRS to Evaluate Workload for Adaptive Training in Virtual Reality Estimation of optical pathlength through tissue from direct time of flight measurement

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:11:57.921493Z

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.

source=pdf_text observed=2026-05-11T01:07:30.298200Z digest=sha256:03c89464adfe721c3c6006f90e69f4d73de1975091b29d340e3eaab1ecd6b4d2

Observation 0ca4c102-f7e1-4448-be3a-076722393225 · outbound

This paper cites Autoregressive model based algorithm for correcting motion and serially correlated errors in fNIRS.

Leveraging fNIRS to Evaluate Workload for Adaptive Training in Virtual Reality Autoregressive model based algorithm for correcting motion and serially correlated errors in fNIRS

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:11:57.942610Z

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.

source=pdf_text observed=2026-05-11T01:07:30.298200Z digest=sha256:06fcaf9b3d621e07e1564c2abc73ed81a11d61b6c890ca2d1734407d9daa742e

Observation 46fe26a3-de87-4b52-891d-c4f7cd9ae02c · outbound

This paper cites an unresolved cited work.

Leveraging fNIRS to Evaluate Workload for Adaptive Training in Virtual Reality Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-05-16T00:11:57.842069Z

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.

source=pdf_text observed=2026-05-11T01:07:30.298200Z digest=sha256:c0fbbb9550326d2c2eaef59be9170afca093b81d527a01092bf0390bc9316131

Observation ec1c3a30-6427-478a-91db-cd3773aa1c82 · outbound

This paper cites Comparison of oxyhemoglobin and deoxyhemoglobin signal reliability with and without global mean removal for digit manipulation motor tasks.

Leveraging fNIRS to Evaluate Workload for Adaptive Training in Virtual Reality Comparison of oxyhemoglobin and deoxyhemoglobin signal reliability with and without global mean removal for digit manipulation motor tasks

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:11:57.826208Z

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.

source=pdf_text observed=2026-05-11T01:07:30.298200Z digest=sha256:7f68d7ea86b5f74943d9ef08ef6a3b117b951caf34a716ba0d1ceff05ebdc874

Observation a8079da5-e06a-4ccb-a7bd-a6e1530a6bbe · outbound

This paper cites End-tidal CO2: An important parameter for a correct interpretation in functional brain studies using speech tasks.

Leveraging fNIRS to Evaluate Workload for Adaptive Training in Virtual Reality End-tidal CO2: An important parameter for a correct interpretation in functional brain studies using speech tasks

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:11:57.890928Z

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.

source=pdf_text observed=2026-05-11T01:07:30.298200Z digest=sha256:535619e78aa5d585880543a4361d1606a209eb31f7ad04752cb19f98c32a88e8

Observation fa91190d-0c5e-49ad-8d4a-4b3ff755f042 · outbound

This paper cites The effect of inner speech on arterial CO2 and cerebral hemodynamics and oxygenation: A functional NIRS study.

Leveraging fNIRS to Evaluate Workload for Adaptive Training in Virtual Reality The effect of inner speech on arterial CO2 and cerebral hemodynamics and oxygenation: A functional NIRS study

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:11:57.858943Z

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.

source=pdf_text observed=2026-05-11T01:07:30.298200Z digest=sha256:fc035e42395cb6fe74332df494daaaf391afae4d300fa341d18098fd469727fc

Observation 967d5128-7d36-41a1-83ea-a75307ee27f9 · outbound

This paper cites The role of the lateral frontal cortex in mnemonic processing: The contribution of functional neuroimaging.

Leveraging fNIRS to Evaluate Workload for Adaptive Training in Virtual Reality The role of the lateral frontal cortex in mnemonic processing: The contribution of functional neuroimaging

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:11:57.809928Z

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.

source=pdf_text observed=2026-05-11T01:07:30.298200Z digest=sha256:26beeb07b4f1974df7fb928ba78f439d7641dfbdbb1b64dda777bdd43e6fe5c9

Observation 758894bf-db97-4245-b482-75331ace4096 · outbound

This paper cites The role of the mid-dorsolateral prefrontal cortex in working memory.

Leveraging fNIRS to Evaluate Workload for Adaptive Training in Virtual Reality The role of the mid-dorsolateral prefrontal cortex in working memory

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:11:57.867040Z

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.

source=pdf_text observed=2026-05-11T01:07:30.298200Z digest=sha256:034c3c3914656c2bcfe8187788039b7dd35b756e533d85e51d21522b8a380b3b

Observation a982ef8a-a57a-4c11-8f73-3fd1475fd7c8 · outbound

This paper cites The role of dorsolateral prefrontal cortex in the selection of action as revealed by functional imaging.

Leveraging fNIRS to Evaluate Workload for Adaptive Training in Virtual Reality The role of dorsolateral prefrontal cortex in the selection of action as revealed by functional imaging

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:11:57.834202Z

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.

source=pdf_text observed=2026-05-11T01:07:30.298200Z digest=sha256:b5aceaa66820a8c512e2302b77682e230c69b58ff60c2bf25bcca122883dd749

Observation cb7b6de1-3909-4ac4-a81e-1ba783007336 · outbound

This paper cites Willed action and the prefrontal cortex in man: A study with PET.

Leveraging fNIRS to Evaluate Workload for Adaptive Training in Virtual Reality Willed action and the prefrontal cortex in man: A study with PET

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:11:57.821980Z

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.

source=pdf_text observed=2026-05-11T01:07:30.298200Z digest=sha256:47228775a6c23b575c0f300abb123be4fce4749815319228192b19b5afa93215

Observation 190a7bef-9b24-4b41-b8e1-fd58c3ab0ba7 · outbound

This paper cites The gateway hypothesis of rostral prefrontal cortex (area 10) function.

Leveraging fNIRS to Evaluate Workload for Adaptive Training in Virtual Reality The gateway hypothesis of rostral prefrontal cortex (area 10) function

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:11:57.838036Z

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.

source=pdf_text observed=2026-05-11T01:07:30.298200Z digest=sha256:0936c07c285cab0c991156cd7ceb09f4029e6f38bea809ecc0dee7923c95afa8

Observation 63e4cbd1-3f9b-470c-9164-9ad38abf4e04 · outbound

This paper cites Function and local- ization within rostral prefrontal cortex (area 10).

Leveraging fNIRS to Evaluate Workload for Adaptive Training in Virtual Reality Function and local- ization within rostral prefrontal cortex (area 10)

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:11:57.899586Z

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.

source=pdf_text observed=2026-05-11T01:07:30.298200Z digest=sha256:49a1c0c47c8c61b41a18acf8923e71d7efcf9d697fd62a79eae7129db72a9832

Observation 32608985-3336-4492-af0f-f2701860f644 · outbound

This paper cites The cognitive and neuroanatomical correlates of multitasking.

Leveraging fNIRS to Evaluate Workload for Adaptive Training in Virtual Reality The cognitive and neuroanatomical correlates of multitasking

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:11:57.903869Z

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.

source=pdf_text observed=2026-05-11T01:07:30.298200Z digest=sha256:1c189e290fbcf842e12fee7f0155fd9eef3df37f15a059578119b3d34e189293

Observation df314dba-f1df-4666-b257-e7a5b4897845 · outbound

This paper cites Neuroanatomical dissociation between bottom-up and top-down processes of visuospatial selective attention.

Leveraging fNIRS to Evaluate Workload for Adaptive Training in Virtual Reality Neuroanatomical dissociation between bottom-up and top-down processes of visuospatial selective attention

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:11:57.895132Z

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.

source=pdf_text observed=2026-05-11T01:07:30.298200Z digest=sha256:cab463d82ce7a505fb3fb618b929a7742dc4d22d31d926f4a8772601d53f8c9f

Observation e84fc657-d267-4864-9088-bd69ac43e5be · outbound

This paper cites Causal role of the angular gyrus in insight-driven memory reconfiguration.

Leveraging fNIRS to Evaluate Workload for Adaptive Training in Virtual Reality Causal role of the angular gyrus in insight-driven memory reconfiguration

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:11:57.854587Z

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.

source=pdf_text observed=2026-05-11T01:07:30.298200Z digest=sha256:eb4ff950c8b81072dc3b9c8f2ab9d4c62beb0d9356cf9fd6de83f864bc5b45eb

Observation f6b21709-ab8d-4ba1-be6b-23aed9c8c36a · outbound

This paper cites Effects of a cognitive training on spatial learning and associated functional brain activations.

Leveraging fNIRS to Evaluate Workload for Adaptive Training in Virtual Reality Effects of a cognitive training on spatial learning and associated functional brain activations

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:11:57.830501Z

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.

source=pdf_text observed=2026-05-11T01:07:30.298200Z digest=sha256:a574779886fb0a8b93e37c3e4eee7fb53ea3e1e018154ed1d1b12beda730441b

Observation 7af798ca-88c8-436e-b3d4-34509ad109ae · outbound

This paper cites Changes in brain activation during the acquisition of a new bimanual coordination task.

Leveraging fNIRS to Evaluate Workload for Adaptive Training in Virtual Reality Changes in brain activation during the acquisition of a new bimanual coordination task

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:11:57.846657Z

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.

source=pdf_text observed=2026-05-11T01:07:30.298200Z digest=sha256:716cca7d30058dc896010801b7cb51089e860692de8bad5f9f8c67786ec3da65

Observation 01eb1019-282e-44e5-8319-df14c84e5103 · outbound

This paper cites The use of virtual reality alone does not promote training performance (but sense of presence does).

Leveraging fNIRS to Evaluate Workload for Adaptive Training in Virtual Reality The use of virtual reality alone does not promote training performance (but sense of presence does)

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:11:57.871093Z

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.

source=pdf_text observed=2026-05-11T01:07:30.298200Z digest=sha256:cbf967e879c8dd78399a52957f097496d27440d2adcb23e66b1934fece35c7ec

Observation f68a361d-a25a-42b9-ab87-2e1b1aee1e28 · outbound

This paper cites A novel mutual information-based approach for neurophysiological characterization of sense of presence in virtual reality.

Leveraging fNIRS to Evaluate Workload for Adaptive Training in Virtual Reality A novel mutual information-based approach for neurophysiological characterization of sense of presence in virtual reality

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:11:57.925893Z

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.

source=pdf_text observed=2026-05-11T01:07:30.298200Z digest=sha256:0b74ec251f5e192c40a986d2859a3f6e32e7b28b23183abc504d7fb98dc12fe6

Pith citing papers

No inbound Pith citation observations are available.