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Paper Citation Record · LEDGER

Toward 6G-enabled Brain Computer Interfaces: Technical Requirements, Use Cases, Challenges, and Future Trends

As of 3 August 2026, this Paper Citation Record lists 100 of 190 outbound references and 0 inbound Pith citation observations for arXiv:2605.20939.

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

pith.paper-citation-record.v1
2605.20939 v1

Coverage vector

measured 100 of 190 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-21T04:03:50.762093Z

measured 100 of 100 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-03T06:30:56.289259+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

100 of 190 outbound references displayed

  • verified exact7
  • verified fuzzy91
  • unresolved1
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 78bb89d7-ed98-4fcf-8241-8b3752767b5f · outbound

This paper cites Systematic review of brain-computer interface-based user authentication system: Trends, challenges, and directions.

Toward 6G-enabled Brain Computer Interfaces: Technical Requirements, Use Cases, Challenges, and Future Trends Systematic review of brain-computer interface-based user authentication system: Trends, challenges, and directions

Reference 1

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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 2026-08-03T06:30:56.289259+00:00.

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Observation 458d8a30-8426-4fba-9509-cf54b887a241 · outbound

This paper cites A survey on brain-computer interface-inspired communications: Opportunities and challenges.

Toward 6G-enabled Brain Computer Interfaces: Technical Requirements, Use Cases, Challenges, and Future Trends A survey on brain-computer interface-inspired communications: Opportunities and challenges

Reference 2

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

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Observation 089da723-857b-4656-b5f6-413cb3482c88 · outbound

This paper cites A survey of brain computer interfaces and their applications.

Toward 6G-enabled Brain Computer Interfaces: Technical Requirements, Use Cases, Challenges, and Future Trends A survey of brain computer interfaces and their applications

Reference 3

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

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Observation d9f571df-6c11-4c25-bda1-35b14ab97419 · outbound

This paper cites Brain computer interfaces for improving the quality of life of older adults and elderly patients.

Toward 6G-enabled Brain Computer Interfaces: Technical Requirements, Use Cases, Challenges, and Future Trends Brain computer interfaces for improving the quality of life of older adults and elderly patients

Reference 4

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raw_fallback, observed 2026-05-21T04:03:57.238838Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

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Observation 4caea208-b9b4-454b-9719-c87fb0345085 · outbound

This paper cites On closed-loop brain stimulation systems for improving the quality of life of patients with neurological disorders.

Toward 6G-enabled Brain Computer Interfaces: Technical Requirements, Use Cases, Challenges, and Future Trends On closed-loop brain stimulation systems for improving the quality of life of patients with neurological disorders

Reference 5

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

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Observation 5f6cd333-2b08-4232-8a95-8a5b91203e7e · outbound

This paper cites Pediatric brain–computer interfaces: An unmet need.

Toward 6G-enabled Brain Computer Interfaces: Technical Requirements, Use Cases, Challenges, and Future Trends Pediatric brain–computer interfaces: An unmet need

Reference 6

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

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Observation 8b30ae2e-959d-4393-865b-5fcaa19b5ad3 · outbound

This paper cites Estimating and approaching the maximum information rate of noninvasive visual brain-computer interface.

Toward 6G-enabled Brain Computer Interfaces: Technical Requirements, Use Cases, Challenges, and Future Trends Estimating and approaching the maximum information rate of noninvasive visual brain-computer interface

Reference 7

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

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Observation 02ffb167-f9d9-49dc-be36-ec3af45534c0 · outbound

This paper cites Chapter 28 - invasive brain-computer interfaces and neural recordings from humans.

Toward 6G-enabled Brain Computer Interfaces: Technical Requirements, Use Cases, Challenges, and Future Trends Chapter 28 - invasive brain-computer interfaces and neural recordings from humans

Reference 8

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

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Observation 22766d05-c531-4e39-bf1f-cb3f1861da64 · outbound

This paper cites On the road to 6g: Visions, requirements, key technologies, and testbeds.

Toward 6G-enabled Brain Computer Interfaces: Technical Requirements, Use Cases, Challenges, and Future Trends On the road to 6g: Visions, requirements, key technologies, and testbeds

Reference 9

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raw_fallback, observed 2026-05-21T04:03:57.215280Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

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Observation a7ddf188-df12-4fd2-a455-904d7deb7874 · outbound

This paper cites A survey of beam management for mmwave and thz communications towards 6g.

Toward 6G-enabled Brain Computer Interfaces: Technical Requirements, Use Cases, Challenges, and Future Trends A survey of beam management for mmwave and thz communications towards 6g

Reference 10

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

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Observation bdd93ff8-fe9e-4546-b6d0-389a0fbb37f2 · outbound

This paper cites Security and privacy on 6g network edge: A survey.

Toward 6G-enabled Brain Computer Interfaces: Technical Requirements, Use Cases, Challenges, and Future Trends Security and privacy on 6g network edge: A survey

Reference 11

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verified exact
arxiv_id, observed 2026-05-21T04:03:56.210243Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

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Observation 36b204ed-dc98-410e-a82d-fc9de5654236 · outbound

This paper cites an unresolved cited work.

Toward 6G-enabled Brain Computer Interfaces: Technical Requirements, Use Cases, Challenges, and Future Trends Unresolved cited work

Reference 12

Resolution
unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

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Observation a58a1590-97e8-4ded-a2ea-fc16a816f627 · outbound

This paper cites Survey on brain-computer interface: An emerging computational intelligence paradigm.

Toward 6G-enabled Brain Computer Interfaces: Technical Requirements, Use Cases, Challenges, and Future Trends Survey on brain-computer interface: An emerging computational intelligence paradigm

Reference 13

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verified exact
doi, observed 2026-05-21T04:03:56.195801Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-21T04:03:50.762093Z digest=sha256:3ccc29fc56f10f4e10f6fcdeec2b2611af52b80d38132e4dea2615bcf1bec23d

Observation 83945c58-872e-4102-b1e2-5b9c876c4c53 · outbound

This paper cites Brain–computer interface: trend, challenges, and threats.

Toward 6G-enabled Brain Computer Interfaces: Technical Requirements, Use Cases, Challenges, and Future Trends Brain–computer interface: trend, challenges, and threats

Reference 14

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raw_fallback, observed 2026-05-21T04:03:57.197037Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

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Observation 65a19178-fbcd-44c0-a420-2c01d0f39549 · outbound

This paper cites an unresolved cited work.

Toward 6G-enabled Brain Computer Interfaces: Technical Requirements, Use Cases, Challenges, and Future Trends Unresolved cited work

Reference 15

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verified exact
doi, observed 2026-05-21T04:03:56.214923Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

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Observation 0ff4417d-ed64-4513-9a5a-0a6a64a8ec95 · outbound

This paper cites Brain-computer interfaces for communication: Preferences of individuals with locked- in syndrome.

Toward 6G-enabled Brain Computer Interfaces: Technical Requirements, Use Cases, Challenges, and Future Trends Brain-computer interfaces for communication: Preferences of individuals with locked- in syndrome

Reference 16

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verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

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Observation 35052901-035d-4c34-bbd1-e59fbf65fe94 · outbound

This paper cites Guest editorial: Brain-computer- interface inspired communications.

Toward 6G-enabled Brain Computer Interfaces: Technical Requirements, Use Cases, Challenges, and Future Trends Guest editorial: Brain-computer- interface inspired communications

Reference 17

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

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Observation 0e755064-243a-41d9-99ed-4cf74790aa07 · outbound

This paper cites Survey on brain- computer interface: An emerging computational intelligence paradigm.

Toward 6G-enabled Brain Computer Interfaces: Technical Requirements, Use Cases, Challenges, and Future Trends Survey on brain- computer interface: An emerging computational intelligence paradigm

Reference 18

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

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Observation 6c8c5e97-a64c-455d-9bc6-432618516e57 · outbound

This paper cites Brain-computer interface: Advancement and chal- lenges.

Toward 6G-enabled Brain Computer Interfaces: Technical Requirements, Use Cases, Challenges, and Future Trends Brain-computer interface: Advancement and chal- lenges

Reference 19

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

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Observation 9069f6d0-fcdf-42bc-a0a1-315862853a6f · outbound

This paper cites The road towards 6g: A comprehensive survey.

Toward 6G-enabled Brain Computer Interfaces: Technical Requirements, Use Cases, Challenges, and Future Trends The road towards 6g: A comprehensive survey

Reference 20

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

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Observation eae3920a-b936-4f2a-9e7d-0ac62fb61082 · outbound

This paper cites A Comprehensive Survey on 6G Networks:Applications, Core Services, Enabling Technologies, and Future Challenges.

Toward 6G-enabled Brain Computer Interfaces: Technical Requirements, Use Cases, Challenges, and Future Trends A Comprehensive Survey on 6G Networks:Applications, Core Services, Enabling Technologies, and Future Challenges

Reference 21

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arxiv_id, observed 2026-05-21T04:03:56.585930Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

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Observation 6d12f475-4ba0-4ad4-9729-99761cf66236 · outbound

This paper cites Toward direct brain-computer communication.

Toward 6G-enabled Brain Computer Interfaces: Technical Requirements, Use Cases, Challenges, and Future Trends Toward direct brain-computer communication

Reference 22

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

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Observation f26f5c52-76e7-420a-b08d-dd2a9cce0e32 · outbound

This paper cites Article: Generations of mobile wireless technology: A survey.

Toward 6G-enabled Brain Computer Interfaces: Technical Requirements, Use Cases, Challenges, and Future Trends Article: Generations of mobile wireless technology: A survey

Reference 23

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raw_fallback, observed 2026-05-21T04:03:57.601136Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

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Observation 7675ed0e-8d7c-43ca-aa78-35b26e7aaa59 · outbound

This paper cites Evolution of mobile wireless communication networks: 1g to 4g.

Toward 6G-enabled Brain Computer Interfaces: Technical Requirements, Use Cases, Challenges, and Future Trends Evolution of mobile wireless communication networks: 1g to 4g

Reference 24

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

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Observation 1da1ba20-f2ec-42de-b026-ffb2ceb9645a · outbound

This paper cites Talking off the top of your head: toward a mental prosthesis utilizing event-related brain potentials.

Toward 6G-enabled Brain Computer Interfaces: Technical Requirements, Use Cases, Challenges, and Future Trends Talking off the top of your head: toward a mental prosthesis utilizing event-related brain potentials

Reference 25

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

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Observation aad064ca-6ec5-4851-9c22-c7cc48d4d272 · outbound

This paper cites Article: Evolution of networks (2g-5g).

Toward 6G-enabled Brain Computer Interfaces: Technical Requirements, Use Cases, Challenges, and Future Trends Article: Evolution of networks (2g-5g)

Reference 26

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raw_fallback, observed 2026-05-21T04:03:57.287068Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

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Observation 7fed062f-f1cf-4a5b-86ac-466192fd81ae · outbound

This paper cites Three decades of 3gpp target cell search through 3g, 4g, and 5g.

Toward 6G-enabled Brain Computer Interfaces: Technical Requirements, Use Cases, Challenges, and Future Trends Three decades of 3gpp target cell search through 3g, 4g, and 5g

Reference 27

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raw_fallback, observed 2026-05-21T04:03:57.492598Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

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Observation 637598d4-0bb1-4cfc-be20-a39eb8573752 · outbound

This paper cites Exploration and comparison of different 4g technologies implementations: A survey.

Toward 6G-enabled Brain Computer Interfaces: Technical Requirements, Use Cases, Challenges, and Future Trends Exploration and comparison of different 4g technologies implementations: A survey

Reference 28

Resolution
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raw_fallback, observed 2026-05-21T04:03:57.377891Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-21T04:03:50.762093Z digest=sha256:4debe1298f0198cdfde792339342cbafef2e3ab2979499423399f2b78f4c448c

Observation bbc50287-df0f-491f-971c-a442d3ef2bb6 · outbound

This paper cites A bci-controlled robotic assistant for quadriplegic people in domestic and professional life.

Toward 6G-enabled Brain Computer Interfaces: Technical Requirements, Use Cases, Challenges, and Future Trends A bci-controlled robotic assistant for quadriplegic people in domestic and professional life

Reference 29

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verified fuzzy
raw_fallback, observed 2026-05-21T04:03:57.285270Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-21T04:03:50.762093Z digest=sha256:4104fd8fb6af84730588455c4bf3ff0363a4a05a5fc8dd7c748e8cf9ae50e234

Observation 89bee506-c738-4097-be3f-dc1504fe20b8 · outbound

This paper cites A direct brain-to-brain interface in humans.

Toward 6G-enabled Brain Computer Interfaces: Technical Requirements, Use Cases, Challenges, and Future Trends A direct brain-to-brain interface in humans

Reference 30

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raw_fallback, observed 2026-05-21T04:03:57.312336Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-21T04:03:50.762093Z digest=sha256:6e4e5c905a4898ea12e1246d6ed0d6a5dd3d199cf620e1d357fcd36056897c20

Observation 8d90881b-30f4-4f22-b110-81c00bc90157 · outbound

This paper cites Recent advances in neural dust: towards a neural interface platform.

Toward 6G-enabled Brain Computer Interfaces: Technical Requirements, Use Cases, Challenges, and Future Trends Recent advances in neural dust: towards a neural interface platform

Reference 31

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raw_fallback, observed 2026-05-21T04:03:57.524251Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-21T04:03:50.762093Z digest=sha256:69faa155cdc8d2b1873cb76d14d30a89da9d490722e3fa0d841b5a2e3cd38094

Observation 0d6c3f02-c6e9-436b-964f-3157f108f388 · outbound

This paper cites High-resolution image reconstruction with latent diffusion models from human brain activity.

Toward 6G-enabled Brain Computer Interfaces: Technical Requirements, Use Cases, Challenges, and Future Trends High-resolution image reconstruction with latent diffusion models from human brain activity

Reference 32

Resolution
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raw_fallback, observed 2026-05-21T04:03:57.517651Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-21T04:03:50.762093Z digest=sha256:279620fdb2576df5aaca108b09aa9e77150a5fc05d3a89325ddeee51f9ffbb66

Observation 7c21b31b-8344-4dea-9e54-b4be525ed433 · outbound

This paper cites Inner speech in motor cortex and implications for speech neuroprostheses.

Toward 6G-enabled Brain Computer Interfaces: Technical Requirements, Use Cases, Challenges, and Future Trends Inner speech in motor cortex and implications for speech neuroprostheses

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T04:03:57.287064Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-21T04:03:50.762093Z digest=sha256:655c35fe93f7904e2710593ad91ae9a742ab359d3256ce03f822ddf0f3c8498b

Observation bba421b3-6bb7-4f0c-85a7-03d2d14a8120 · outbound

This paper cites 5g wireless network slicing for embb, urllc, and mmtc: A communication- theoretic view.

Toward 6G-enabled Brain Computer Interfaces: Technical Requirements, Use Cases, Challenges, and Future Trends 5g wireless network slicing for embb, urllc, and mmtc: A communication- theoretic view

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T04:03:57.511397Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-21T04:03:50.762093Z digest=sha256:50bcc32ef6f490585be1fc7e23b03d0899dac5f652295036fb98114b73d85486

Observation b6d66c84-cc2a-49db-b9ac-fcd3489417ae · outbound

This paper cites An edge-based social distancing detection service to mitigate covid-19 propagation.

Toward 6G-enabled Brain Computer Interfaces: Technical Requirements, Use Cases, Challenges, and Future Trends An edge-based social distancing detection service to mitigate covid-19 propagation

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T04:03:57.326774Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-21T04:03:50.762093Z digest=sha256:ad0dc7152dd78c3e8bd8fa2de5484410b9ec61589a177574ea29b32c78006714

Observation 9b340f9e-6562-4072-93ed-96f89bc358c4 · outbound

This paper cites Millimeter- wave and terahertz spectrum for 6g wireless.

Toward 6G-enabled Brain Computer Interfaces: Technical Requirements, Use Cases, Challenges, and Future Trends Millimeter- wave and terahertz spectrum for 6g wireless

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T04:03:57.497213Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-21T04:03:50.762093Z digest=sha256:758537259590d0801f61749eb13d63f9f7256b408c72d272b765457b2e3df6c5

Observation eed852e2-a8e6-434c-8a76-4efd0876ce40 · outbound

This paper cites Wireless communications and applications above 100 ghz: Opportunities and challenges for 6g and beyond.

Toward 6G-enabled Brain Computer Interfaces: Technical Requirements, Use Cases, Challenges, and Future Trends Wireless communications and applications above 100 ghz: Opportunities and challenges for 6g and beyond

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T04:03:57.408021Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-21T04:03:50.762093Z digest=sha256:5b8f058376268f01daca5abd8a24f0d6c95e660e438809c96ecefb3e43b388b0

Observation 48082965-9ee7-4cc9-bb61-0f6e84e28de5 · outbound

This paper cites Exploring reconfigurable intelligent surfaces for 6g: State-of-the-art and the road ahead.

Toward 6G-enabled Brain Computer Interfaces: Technical Requirements, Use Cases, Challenges, and Future Trends Exploring reconfigurable intelligent surfaces for 6g: State-of-the-art and the road ahead

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T04:03:57.528039Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-21T04:03:50.762093Z digest=sha256:43f5c80c4d32b0c4ee0ab451a3cae720e0874569b14a9cfa4bc1c965ac7a2982

Observation c62c9329-5bd6-463b-b4cc-40c44b52ddca · outbound

This paper cites Ray tracing meets terahertz: Challenges and opportunities.

Toward 6G-enabled Brain Computer Interfaces: Technical Requirements, Use Cases, Challenges, and Future Trends Ray tracing meets terahertz: Challenges and opportunities

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T04:03:57.526172Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-21T04:03:50.762093Z digest=sha256:b63ab360ae63d02b092e13d990c3d57063b1aa245877c2b680446c85e077bbfb

Observation a1f21b00-0b09-4303-9b89-82b51bd42d8a · outbound

This paper cites Performance analysis of deep learning based on recurrent neural networks for channel coding.

Toward 6G-enabled Brain Computer Interfaces: Technical Requirements, Use Cases, Challenges, and Future Trends Performance analysis of deep learning based on recurrent neural networks for channel coding

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T04:03:57.548128Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-21T04:03:50.762093Z digest=sha256:dbbfbf833b21f02d5228aad12a00b350a9fb0a5f1bb22fbceced6b664dd1604d

Observation d3046901-36e6-4d85-84e3-36aaa811de42 · outbound

This paper cites Deep learning at the physical layer for adaptive terahertz communications.

Toward 6G-enabled Brain Computer Interfaces: Technical Requirements, Use Cases, Challenges, and Future Trends Deep learning at the physical layer for adaptive terahertz communications

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T04:03:57.417412Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-21T04:03:50.762093Z digest=sha256:3c5d9131c3361fe983f7bc5516bab611fcd5d9a0acfcd897b01ffe33ffefd151

Observation 5c1fd58f-1901-42d2-aa34-399e5f658b9f · outbound

This paper cites Redefining wireless communication for 6g: Signal processing meets deep learning with deep unfolding.

Toward 6G-enabled Brain Computer Interfaces: Technical Requirements, Use Cases, Challenges, and Future Trends Redefining wireless communication for 6g: Signal processing meets deep learning with deep unfolding

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T04:03:57.530054Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-21T04:03:50.762093Z digest=sha256:fe450c75e357a5c3a90af6cc6761046e01f81943a3aaa6e5e9c0d2d9f595e5cd

Observation 33e00581-0864-476d-88d9-c80432a38fd2 · outbound

This paper cites Signal processing and machine learning techniques for terahertz sensing: An overview.

Toward 6G-enabled Brain Computer Interfaces: Technical Requirements, Use Cases, Challenges, and Future Trends Signal processing and machine learning techniques for terahertz sensing: An overview

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T04:03:57.499179Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-21T04:03:50.762093Z digest=sha256:1bcc6152d279b003200624af00cf4a4df633c05e5698a1f7453dfb4d3f5282cf

Observation dbaa9628-83d4-478c-ae3c-00db04b91781 · outbound

This paper cites Deep learning based physical layer security for terrestrial communications in 5g and beyond networks: A survey.

Toward 6G-enabled Brain Computer Interfaces: Technical Requirements, Use Cases, Challenges, and Future Trends Deep learning based physical layer security for terrestrial communications in 5g and beyond networks: A survey

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T04:03:57.433086Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-21T04:03:50.762093Z digest=sha256:2af38bc8387e0b8d6323074a2e59c598fe84da1e0d907a481634a1a6dd03827a

Observation ace75b97-e837-4c27-b60e-f515eae206d9 · outbound

This paper cites Ai-driven collaborative resource allocation for task execution in 6g-enabled massive iot.

Toward 6G-enabled Brain Computer Interfaces: Technical Requirements, Use Cases, Challenges, and Future Trends Ai-driven collaborative resource allocation for task execution in 6g-enabled massive iot

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T04:03:57.532098Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-21T04:03:50.762093Z digest=sha256:21a8381dc6df5f9d718891e1ac6ffc7e109177923d10f20de96f7264e84766d8

Observation 4669decf-a229-468a-83df-22dff4da171a · outbound

This paper cites Spectrum sensing for cognitive radio: Recent advances and future challenge.

Toward 6G-enabled Brain Computer Interfaces: Technical Requirements, Use Cases, Challenges, and Future Trends Spectrum sensing for cognitive radio: Recent advances and future challenge

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T04:03:57.415713Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-21T04:03:50.762093Z digest=sha256:752eb69a4755cc8486ab469f72b9379748c517a84a6854599f9c60f58361d7dd

Observation 762be98c-13b2-432e-810f-0bb3adea5123 · outbound

This paper cites Terahertz communications: Challenges in the next decade.

Toward 6G-enabled Brain Computer Interfaces: Technical Requirements, Use Cases, Challenges, and Future Trends Terahertz communications: Challenges in the next decade

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T04:03:57.423283Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-21T04:03:50.762093Z digest=sha256:33861caa3b1f32edd5aaa4dcf76ecd26de4632019db969d06eaa3bd4bede61b2

Observation 11ba558c-5b66-4d1f-ab3a-cc88a03fe4ed · outbound

This paper cites Ai-driven proactive content caching for 6g.

Toward 6G-enabled Brain Computer Interfaces: Technical Requirements, Use Cases, Challenges, and Future Trends Ai-driven proactive content caching for 6g

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T04:03:57.305795Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-21T04:03:50.762093Z digest=sha256:351d7b61d7149bab177114f2088dff87c794c5088b880bdbe7f76240370194ed

Observation 7742b768-f0ad-4d3f-849f-8f7c0f934092 · outbound

This paper cites Key challenges, drivers and solutions for mobility management in 5g networks: A survey.

Toward 6G-enabled Brain Computer Interfaces: Technical Requirements, Use Cases, Challenges, and Future Trends Key challenges, drivers and solutions for mobility management in 5g networks: A survey

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T04:03:57.303065Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-21T04:03:50.762093Z digest=sha256:d6d5be6f3aa208b36e82ff2d2cb1a4da4df4b2070ba421d640ccd7282e8f229f

Observation a7720269-d06f-4e35-a105-ecb2ff390306 · outbound

This paper cites A survey of machine learning applications to handover management in 5g and beyond.

Toward 6G-enabled Brain Computer Interfaces: Technical Requirements, Use Cases, Challenges, and Future Trends A survey of machine learning applications to handover management in 5g and beyond

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T04:03:57.562292Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-21T04:03:50.762093Z digest=sha256:f77af9b93819f12b93cac6bff97825addff26be0c6f90a5a6aff14e0fa36f7b4

Observation 23abd7a0-ef64-456e-a6d8-9e2ee72253fa · outbound

This paper cites Network slicing-aware nfv orchestration for 5g service platforms.

Toward 6G-enabled Brain Computer Interfaces: Technical Requirements, Use Cases, Challenges, and Future Trends Network slicing-aware nfv orchestration for 5g service platforms

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T04:03:57.520215Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-21T04:03:50.762093Z digest=sha256:442f7cd969c224045e7c121aa4693a5ca33f6c70143f11a9161b912bb2565080

Observation 3a1b2692-14ae-4b81-af12-1f4745c100c9 · outbound

This paper cites Practically deploying multiple vertical services into 5g networks with network slicing.

Toward 6G-enabled Brain Computer Interfaces: Technical Requirements, Use Cases, Challenges, and Future Trends Practically deploying multiple vertical services into 5g networks with network slicing

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T04:03:57.540010Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-21T04:03:50.762093Z digest=sha256:d75ed3e864dd030c5a3c4a3b596c0da144a8f01321b6d0c040d06c655bf28a35

Observation 91945a1a-0e11-4387-a341-72903912fd7d · outbound

This paper cites A survey on slice admission control strategies and optimization schemes in 5G network.

Toward 6G-enabled Brain Computer Interfaces: Technical Requirements, Use Cases, Challenges, and Future Trends A survey on slice admission control strategies and optimization schemes in 5G network

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T04:03:57.272661Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-21T04:03:50.762093Z digest=sha256:06d500b775165b9323d6e6c3bc2def885d4ff7d034414d8a56a2ef870b73d197

Observation e14b79aa-2f2b-402c-8dd5-8e73113d27b8 · outbound

This paper cites On the specialization of FDRL agents for scalable and distributed 6g RAN slicing orchestration.

Toward 6G-enabled Brain Computer Interfaces: Technical Requirements, Use Cases, Challenges, and Future Trends On the specialization of FDRL agents for scalable and distributed 6g RAN slicing orchestration

Reference 54

Resolution
verified exact
arxiv_id, observed 2026-05-21T04:03:56.222108Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-21T04:03:50.762093Z digest=sha256:3044f474568eaa2ee37595faa49fdb5fa8d0b516133a5a06b1c8806d0f0c4ca8

Observation d38acddf-45f2-4ef4-b569-e92b80006322 · outbound

This paper cites Resource slicing for eMBB and URLLC services in radio access network using hierarchical deep learning.

Toward 6G-enabled Brain Computer Interfaces: Technical Requirements, Use Cases, Challenges, and Future Trends Resource slicing for eMBB and URLLC services in radio access network using hierarchical deep learning

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T04:03:57.538263Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-21T04:03:50.762093Z digest=sha256:27442347f617756a0bfa5a7df7fbe04fdb87a7212d8d56d1711bcb9b3897585b

Observation efcac8fc-55df-402f-abe8-ca5ca54b512b · outbound

This paper cites Ai-assisted network-slicing based next-generation wireless networks.

Toward 6G-enabled Brain Computer Interfaces: Technical Requirements, Use Cases, Challenges, and Future Trends Ai-assisted network-slicing based next-generation wireless networks

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T04:03:57.269513Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-21T04:03:50.762093Z digest=sha256:63b430543ce69d5c02a8525f22261e0bf473f82e2a56c739349806b388db1433

Observation a33c224b-0ecc-41e7-b133-d56c1a37ee3e · outbound

This paper cites Network slicing meets artificial intelligence: An AI- based framework for slice management.

Toward 6G-enabled Brain Computer Interfaces: Technical Requirements, Use Cases, Challenges, and Future Trends Network slicing meets artificial intelligence: An AI- based framework for slice management

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T04:03:57.392516Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-21T04:03:50.762093Z digest=sha256:5820b84ba1a5f3f903f78727192bf31eab6f3034f32d43048c7418ce154c7846

Observation bb94f2e4-dc9b-49be-8968-4f66f94d4451 · outbound

This paper cites Multi-agent deep reinforcement learning for dynamic power allocation in wireless networks.

Toward 6G-enabled Brain Computer Interfaces: Technical Requirements, Use Cases, Challenges, and Future Trends Multi-agent deep reinforcement learning for dynamic power allocation in wireless networks

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T04:03:57.413914Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-21T04:03:50.762093Z digest=sha256:4dfc8c82d73a98057da93f1750b4dbdf5981cb2cc7343623560a11fb7d71c2db

Observation affb1d78-37f8-4869-9dbb-2c0f673413c5 · outbound

This paper cites Real-time eeg classification via coresets for bci applications.

Toward 6G-enabled Brain Computer Interfaces: Technical Requirements, Use Cases, Challenges, and Future Trends Real-time eeg classification via coresets for bci applications

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T04:03:57.584551Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-21T04:03:50.762093Z digest=sha256:0f16ae1aa7179358336c6f846ae1606410c0c76f6108b1f32f8ebc9c451f01d7

Observation adf12eb4-e469-43b3-9234-46712bc307a2 · outbound

This paper cites Quantum-enabled 6g wireless networks: Opportunities and challenges.

Toward 6G-enabled Brain Computer Interfaces: Technical Requirements, Use Cases, Challenges, and Future Trends Quantum-enabled 6g wireless networks: Opportunities and challenges

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T04:03:57.308480Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-21T04:03:50.762093Z digest=sha256:840997f3ce4a9ae4783fc930d157cef50c603567711efc7bfb967ccf51730020

Observation 049fa67d-49a6-41fa-980c-09556f003638 · outbound

This paper cites Security concerns for 5g/6g mobile network technology and quantum communication.

Toward 6G-enabled Brain Computer Interfaces: Technical Requirements, Use Cases, Challenges, and Future Trends Security concerns for 5g/6g mobile network technology and quantum communication

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T04:03:57.411334Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-21T04:03:50.762093Z digest=sha256:fa9e4868b7bbb10fba5ab3f53951c8f183d7edb56a67a468844146647f4ddad4

Observation a7e571f7-f5b2-46f6-8c66-cd84b7044c7c · outbound

This paper cites Quantum machine learning.

Toward 6G-enabled Brain Computer Interfaces: Technical Requirements, Use Cases, Challenges, and Future Trends Quantum machine learning

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T04:03:57.401822Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-21T04:03:50.762093Z digest=sha256:1daf847115b8dfefd29016eab4064b4cf1ea68d736f800081da6b37e7778fc8a

Observation 215118d8-b04c-45bb-b9d0-618490811003 · outbound

This paper cites Al-Turjman and F.

Toward 6G-enabled Brain Computer Interfaces: Technical Requirements, Use Cases, Challenges, and Future Trends Al-Turjman and F

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T04:03:57.555537Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-21T04:03:50.762093Z digest=sha256:50975706b6f8f50ee6d6b1fa86256c07a25723c0cce5e5b38deb90739fa97a87

Observation 91bbe3e2-9140-4429-ace1-0c195227927b · outbound

This paper cites A survey on federated learning.

Toward 6G-enabled Brain Computer Interfaces: Technical Requirements, Use Cases, Challenges, and Future Trends A survey on federated learning

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T04:03:57.445398Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-21T04:03:50.762093Z digest=sha256:3de0bb6fb7dcf93628b0a64badecdabffd8467e7c788f125c7699b8fd05374f6

Observation 5667cbdc-6580-4ece-ba7b-0d80c47de921 · outbound

This paper cites Split federated learning for 6g enabled-networks: Requirements, challenges and future directions.

Toward 6G-enabled Brain Computer Interfaces: Technical Requirements, Use Cases, Challenges, and Future Trends Split federated learning for 6g enabled-networks: Requirements, challenges and future directions

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T04:03:57.538456Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-21T04:03:50.762093Z digest=sha256:d2f330d3d40a7e4ee477eb754b8afee45da23650223755f7ca5337628fbf2f8b

Observation afbdec49-6d27-4036-a4fd-e5f1bc734817 · outbound

This paper cites Classification and recognition of encrypted eeg data based on neural network.

Toward 6G-enabled Brain Computer Interfaces: Technical Requirements, Use Cases, Challenges, and Future Trends Classification and recognition of encrypted eeg data based on neural network

Reference 66

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verified fuzzy
raw_fallback, observed 2026-05-21T04:03:57.445022Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-21T04:03:50.762093Z digest=sha256:3b3c06a5efb270777ca9e7f43be4eed3b02e2c0fec1a3136790a3ed2c48d2749

Observation 19ff8ad2-2fba-4da0-81af-4a5a31cc6ee2 · outbound

This paper cites Neurocrypt: Machine learning over encrypted distributed neu- roimaging data.

Toward 6G-enabled Brain Computer Interfaces: Technical Requirements, Use Cases, Challenges, and Future Trends Neurocrypt: Machine learning over encrypted distributed neu- roimaging data

Reference 67

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raw_fallback, observed 2026-05-21T04:03:57.405935Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-21T04:03:50.762093Z digest=sha256:0aa56bfb43c5374f0dc3328fcaf03b99ec229b81a39992f05e2d06b2290fa27b

Observation 3ae2ac96-7ab2-4a26-a345-58a865b331dd · outbound

This paper cites Intel software guard extensions (intel sgx).

Toward 6G-enabled Brain Computer Interfaces: Technical Requirements, Use Cases, Challenges, and Future Trends Intel software guard extensions (intel sgx)

Reference 68

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verified fuzzy
raw_fallback, observed 2026-05-21T04:03:57.602932Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-21T04:03:50.762093Z digest=sha256:fc91c5fd73de0b32076fa9e20093411097e946a05b9005e87a93855685382865

Observation c46f68b4-f858-48dc-924d-33a296fb0a08 · outbound

This paper cites Efficient perturbation techniques for preserving privacy of multivariate sensitive data.

Toward 6G-enabled Brain Computer Interfaces: Technical Requirements, Use Cases, Challenges, and Future Trends Efficient perturbation techniques for preserving privacy of multivariate sensitive data

Reference 69

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verified fuzzy
raw_fallback, observed 2026-05-21T04:03:57.451483Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-21T04:03:50.762093Z digest=sha256:fdb074aba44e2eba58bfe41dcff1693524c8985bcbcf98fb3216b15a71e87ade

Observation e96f816a-5e93-4891-a81c-4c02dcfba8ac · outbound

This paper cites Dimension reduction techniques in a brain–computer interface application.

Toward 6G-enabled Brain Computer Interfaces: Technical Requirements, Use Cases, Challenges, and Future Trends Dimension reduction techniques in a brain–computer interface application

Reference 70

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T04:03:57.524465Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-21T04:03:50.762093Z digest=sha256:ebff29baae2106dcd43d346ddc2d892cba291277d814edf9bfbf235798220d84

Observation 88a1f9e4-d081-4196-b5c7-b7117a6190a6 · outbound

This paper cites Analysis of dimensionality reduction techniques on big data.

Toward 6G-enabled Brain Computer Interfaces: Technical Requirements, Use Cases, Challenges, and Future Trends Analysis of dimensionality reduction techniques on big data

Reference 71

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T04:03:57.439387Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-21T04:03:50.762093Z digest=sha256:8f5d4abbd9131c12adae6183d53291573c9daa5ee3a818327d3813df5ccded6a

Observation ca325d7e-9657-4e51-8f9c-2a9ce4aca026 · outbound

This paper cites A privacy-preserving generative adversarial network method for securing eeg brain signals.

Toward 6G-enabled Brain Computer Interfaces: Technical Requirements, Use Cases, Challenges, and Future Trends A privacy-preserving generative adversarial network method for securing eeg brain signals

Reference 72

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T04:03:57.603366Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-21T04:03:50.762093Z digest=sha256:c1041912101cd6df4b70adea4d723c5c841a7d019fc21a43cf2d4fb7dd805ddb

Observation 57f08857-7179-4c20-8b8c-669de536b3f4 · outbound

This paper cites Epilepsygan: Synthetic epileptic brain activities with privacy preservation.

Toward 6G-enabled Brain Computer Interfaces: Technical Requirements, Use Cases, Challenges, and Future Trends Epilepsygan: Synthetic epileptic brain activities with privacy preservation

Reference 73

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T04:03:57.409403Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-21T04:03:50.762093Z digest=sha256:ce9d5c0051afeb2af2a3c307ace893ed9917ad95f38a015501553ea6495ae476

Observation 69080869-a8c3-4ef8-9d79-7df9084739de · outbound

This paper cites A Survey on Deep Learning-based Non-Invasive Brain Signals:Recent Advances and New Frontiers.

Toward 6G-enabled Brain Computer Interfaces: Technical Requirements, Use Cases, Challenges, and Future Trends A Survey on Deep Learning-based Non-Invasive Brain Signals:Recent Advances and New Frontiers

Reference 74

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verified exact
arxiv_id, observed 2026-05-21T04:03:56.606252Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-21T04:03:50.762093Z digest=sha256:885a4892ba9e02ab001140fe8fe78cd9e960a2c10d225f0b3ca69d89c750a1e2

Observation 6c8e5b0b-2407-45b8-a603-afe1f62406bd · outbound

This paper cites Exploiting federated learning for eeg-based brain-computer interface system.

Toward 6G-enabled Brain Computer Interfaces: Technical Requirements, Use Cases, Challenges, and Future Trends Exploiting federated learning for eeg-based brain-computer interface system

Reference 75

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T04:03:57.280918Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-21T04:03:50.762093Z digest=sha256:4dbaf9fa9675de598cf8a5de42020fbb46a33d72ebcebb3dd2a924c7cb8a2171

Observation 77a5f23e-4d41-4fb4-8bfe-100ddea500db · outbound

This paper cites Splitfed: When federated learning meets split learning.

Toward 6G-enabled Brain Computer Interfaces: Technical Requirements, Use Cases, Challenges, and Future Trends Splitfed: When federated learning meets split learning

Reference 76

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T04:03:57.315889Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-21T04:03:50.762093Z digest=sha256:78a87a5dbb9f6a0b15200e0270c5093e2bfa586dddc04c816c7ad291c75da97d

Observation 6c2d1992-17be-4021-8c33-731411215d65 · outbound

This paper cites A blockchain security module for brain- computer interface (bci) with multimedia life cycle framework (mlcf).

Toward 6G-enabled Brain Computer Interfaces: Technical Requirements, Use Cases, Challenges, and Future Trends A blockchain security module for brain- computer interface (bci) with multimedia life cycle framework (mlcf)

Reference 77

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T04:03:57.540582Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-21T04:03:50.762093Z digest=sha256:8cca62795ddfcc0e64fca3e0c44f74190e8288623d33a8f8fe0e0ea311717f24

Observation fb943bfd-99e2-41c7-b4d6-bd2a1312198f · outbound

This paper cites A survey of blockchain consensus algorithms performance evaluation criteria.

Toward 6G-enabled Brain Computer Interfaces: Technical Requirements, Use Cases, Challenges, and Future Trends A survey of blockchain consensus algorithms performance evaluation criteria

Reference 78

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T04:03:57.556276Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-21T04:03:50.762093Z digest=sha256:34c39a0d8a4d24dac6775ae2034018c4c7edbe9cebb438b27cbe9e32aec31a77

Observation b67503d6-f682-4ccc-91e4-51c2e2695920 · outbound

This paper cites A systematic review of blockchain scalability: Issues, solutions, analysis and future research.

Toward 6G-enabled Brain Computer Interfaces: Technical Requirements, Use Cases, Challenges, and Future Trends A systematic review of blockchain scalability: Issues, solutions, analysis and future research

Reference 79

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T04:03:57.548351Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-21T04:03:50.762093Z digest=sha256:eb645117da6bd5480ccdd82a21292f3cd0d09426ab44730d90e07a301feefd49

Observation 62b492c4-d3ce-4880-ac81-236d73435edd · outbound

This paper cites Zero-touch network and service management (zsm); refer- ence architecture.

Toward 6G-enabled Brain Computer Interfaces: Technical Requirements, Use Cases, Challenges, and Future Trends Zero-touch network and service management (zsm); refer- ence architecture

Reference 80

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T04:03:57.427128Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-21T04:03:50.762093Z digest=sha256:253621d0b86ba03d7b00b0f6b48a5e05188c4a25cacf1d7bc085e5e6dfe63403

Observation df03698d-f46b-4f84-929a-3a435df3bd69 · outbound

This paper cites Ai-driven zero touch network and service management in 5g and beyond: Challenges and research directions.

Toward 6G-enabled Brain Computer Interfaces: Technical Requirements, Use Cases, Challenges, and Future Trends Ai-driven zero touch network and service management in 5g and beyond: Challenges and research directions

Reference 81

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T04:03:57.507111Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-21T04:03:50.762093Z digest=sha256:c63a5bb08efc624436d6660c744efe7ac22b3e33ad33540b827d141ad1208a32

Observation 583ec916-af1e-44e6-a08f-6b5f47374bf5 · outbound

This paper cites Machine learning-based zero-touch network and service management: A survey.

Toward 6G-enabled Brain Computer Interfaces: Technical Requirements, Use Cases, Challenges, and Future Trends Machine learning-based zero-touch network and service management: A survey

Reference 82

Resolution
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raw_fallback, observed 2026-05-21T04:03:57.428386Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-21T04:03:50.762093Z digest=sha256:bdafebce8e660fb9295044882ba3d5b69353ddfefdd2dbdf3046860eb7bb4564

Observation 9d249032-914d-4105-a3d5-87770b229d09 · outbound

This paper cites Toward zero- touch management and orchestration of massive deployment of network slices in 6g.

Toward 6G-enabled Brain Computer Interfaces: Technical Requirements, Use Cases, Challenges, and Future Trends Toward zero- touch management and orchestration of massive deployment of network slices in 6g

Reference 83

Resolution
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raw_fallback, observed 2026-05-21T04:03:57.552084Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-21T04:03:50.762093Z digest=sha256:6f2af1244461bf32827c927519da7e21bc59c2069eb34e876c9205c70eb414e0

Observation 1b25cb01-2644-4ceb-992f-001c69858ac1 · outbound

This paper cites Explainable artificial intelligence for 6g: Improving trust be- tween human and machine.

Toward 6G-enabled Brain Computer Interfaces: Technical Requirements, Use Cases, Challenges, and Future Trends Explainable artificial intelligence for 6g: Improving trust be- tween human and machine

Reference 84

Resolution
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raw_fallback, observed 2026-05-21T04:03:57.332837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-21T04:03:50.762093Z digest=sha256:4d9376b708cea5655bcfa99b5024ead00e446ea1fd148fdff97800a4ca83f452

Observation d9a5a049-52ca-4b15-a2bc-b4f720f60226 · outbound

This paper cites Machine learning operations (mlops): Overview, definition, and architecture.

Toward 6G-enabled Brain Computer Interfaces: Technical Requirements, Use Cases, Challenges, and Future Trends Machine learning operations (mlops): Overview, definition, and architecture

Reference 85

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T04:03:57.415517Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-21T04:03:50.762093Z digest=sha256:eed74bf1a0509124365a0227a0ef5d2df6075216d7bc9b3e181fe64247953560

Observation 77b32648-a0ee-40f4-af3c-cc67413b2e32 · outbound

This paper cites Deep brain stimulation: current challenges and future direc- tions.

Toward 6G-enabled Brain Computer Interfaces: Technical Requirements, Use Cases, Challenges, and Future Trends Deep brain stimulation: current challenges and future direc- tions

Reference 86

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verified fuzzy
raw_fallback, observed 2026-05-21T04:03:57.522216Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-21T04:03:50.762093Z digest=sha256:cab4213db13ac52dfd60200cca1aa5ba310e4a0827b750d81527b732634b4954

Observation f4841266-8135-458d-b9b4-f0432230ffe2 · outbound

This paper cites Elec- trode position and cognitive outcome following deep brain stimulation surgery.

Toward 6G-enabled Brain Computer Interfaces: Technical Requirements, Use Cases, Challenges, and Future Trends Elec- trode position and cognitive outcome following deep brain stimulation surgery

Reference 87

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verified fuzzy
raw_fallback, observed 2026-05-21T04:03:57.246432Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-21T04:03:50.762093Z digest=sha256:e1b943dce6706bb7010b4316a3dce8d25e64d34676477b253bc2f775ff4ad4d8

Observation e41a14e8-0bf2-4af3-9730-79243f64012a · outbound

This paper cites Gene therapy tools for brain diseases.

Toward 6G-enabled Brain Computer Interfaces: Technical Requirements, Use Cases, Challenges, and Future Trends Gene therapy tools for brain diseases

Reference 88

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T04:03:57.424167Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-21T04:03:50.762093Z digest=sha256:0aed9059fdc107d75d834c48e2129ef7b0db0aaa42deb484791b807ac581db8d

Observation 22b1e2fd-6bb5-4fc4-a264-e86346a21bc6 · outbound

This paper cites Randomized trial of focused ultrasound subthalamotomy for parkin- son’s disease.

Toward 6G-enabled Brain Computer Interfaces: Technical Requirements, Use Cases, Challenges, and Future Trends Randomized trial of focused ultrasound subthalamotomy for parkin- son’s disease

Reference 89

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verified fuzzy
raw_fallback, observed 2026-05-21T04:03:57.419586Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-21T04:03:50.762093Z digest=sha256:eff1442a843a9ad08ca249b692d8a6b4466c5af6a737704bd7c9eb8a5fe45521

Observation 6d4f1d7d-b566-4dc2-a419-178577033cca · outbound

This paper cites Does sars-cov-2 invade the brain? translational lessons from animal models.

Toward 6G-enabled Brain Computer Interfaces: Technical Requirements, Use Cases, Challenges, and Future Trends Does sars-cov-2 invade the brain? translational lessons from animal models

Reference 90

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T04:03:57.421831Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-21T04:03:50.762093Z digest=sha256:6ac6738f989a9a8818ccf50ecbbadc7068ed2ec4e39ac9fe54a5a221fa8e3e0b

Observation 32c794e7-2f7c-4444-b515-0704e5b4150a · outbound

This paper cites Parkinson’s disease model in zebrafish using intraperitoneal mptp injection.

Toward 6G-enabled Brain Computer Interfaces: Technical Requirements, Use Cases, Challenges, and Future Trends Parkinson’s disease model in zebrafish using intraperitoneal mptp injection

Reference 91

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T04:03:57.432898Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-21T04:03:50.762093Z digest=sha256:4508c90b2da1a9ff498cb508acd4719e0a7544d557425fbf53467a4fda7c65e7

Observation 4c5c95bb-f3f7-41ee-af32-f582f5cac622 · outbound

This paper cites Bearded capuchin monkeys as a model for alzheimer’s disease.

Toward 6G-enabled Brain Computer Interfaces: Technical Requirements, Use Cases, Challenges, and Future Trends Bearded capuchin monkeys as a model for alzheimer’s disease

Reference 92

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T04:03:57.328653Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-21T04:03:50.762093Z digest=sha256:7dec07c70df489da2acaecd8551e00f2cff54f39492fa3c0970991254d186ede

Observation 031fbd08-7e1b-4f92-8d46-39cc553ae51b · outbound

This paper cites Animal models of the human brain: Successes, limita- tions, and alternatives.

Toward 6G-enabled Brain Computer Interfaces: Technical Requirements, Use Cases, Challenges, and Future Trends Animal models of the human brain: Successes, limita- tions, and alternatives

Reference 93

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T04:03:57.447041Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-21T04:03:50.762093Z digest=sha256:c0ce1ce73842d9729a3da87264d0da70bfc8e1a973afe7299b29a156324610da

Observation f173737e-b20a-4b80-85bd-19ce14547ff0 · outbound

This paper cites The digital twin brain: A bridge between biological and artificial intelligence.

Toward 6G-enabled Brain Computer Interfaces: Technical Requirements, Use Cases, Challenges, and Future Trends The digital twin brain: A bridge between biological and artificial intelligence

Reference 94

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T04:03:57.467711Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-21T04:03:50.762093Z digest=sha256:294c4ec4473a74461a5940d958fd09e3c4c64c281027d01f65582b7f0f8aa1a6

Observation cb367945-f8fc-4dd3-9879-ad5d4dde92a4 · outbound

This paper cites The digital twin in neuroscience: from theory to tailored therapy.

Toward 6G-enabled Brain Computer Interfaces: Technical Requirements, Use Cases, Challenges, and Future Trends The digital twin in neuroscience: from theory to tailored therapy

Reference 95

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T04:03:57.334613Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-21T04:03:50.762093Z digest=sha256:0a66bf8c76b0285fa188d0aedb1742b180c6d1d969c95cbf98b9542f72d19774

Observation b04db099-118b-4f29-9fe3-2e07785df1d7 · outbound

This paper cites Digital- twin-enabled 6g: Vision, architectural trends, and future directions.

Toward 6G-enabled Brain Computer Interfaces: Technical Requirements, Use Cases, Challenges, and Future Trends Digital- twin-enabled 6g: Vision, architectural trends, and future directions

Reference 96

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T04:03:57.601365Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-21T04:03:50.762093Z digest=sha256:0b35555e9c16bd506944301c7b2a0e8c7ee0d733fc8ca91b27f290ac1b8244f6

Observation 3181e214-b6e0-490c-8406-aff504d2de8a · outbound

This paper cites Semi-supervised support vector machine for digital twins based brain image fusion.

Toward 6G-enabled Brain Computer Interfaces: Technical Requirements, Use Cases, Challenges, and Future Trends Semi-supervised support vector machine for digital twins based brain image fusion

Reference 97

Resolution
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raw_fallback, observed 2026-05-21T04:03:57.610575Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-21T04:03:50.762093Z digest=sha256:057bf89a544860b61b2a73a257379d7b62df10d458c6512a774941e518c0e153

Observation 913f33fe-8a70-4a9a-896b-097bc62e2abb · outbound

This paper cites Towards a digital twin in human brain: Brain tumor detection using k- means.

Toward 6G-enabled Brain Computer Interfaces: Technical Requirements, Use Cases, Challenges, and Future Trends Towards a digital twin in human brain: Brain tumor detection using k- means

Reference 98

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T04:03:57.473904Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-21T04:03:50.762093Z digest=sha256:3423dd8a148650358e2f3416d2a81278e27f6eff7260bcf2f318dbf2b00dae9d

Observation 76b1ac61-93dc-4f49-8e61-2c1d18031051 · outbound

This paper cites Net- worked twins and twins of networks: An overview on the relationship between digital twins and 6g.

Toward 6G-enabled Brain Computer Interfaces: Technical Requirements, Use Cases, Challenges, and Future Trends Net- worked twins and twins of networks: An overview on the relationship between digital twins and 6g

Reference 99

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T04:03:57.465430Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-21T04:03:50.762093Z digest=sha256:f3847f39d9014a88e8c8ec85f2eea016e9c85513e20e9173f72e744eb1d94462

Observation 85d05d63-7aba-4ae8-9122-eeca859b14a9 · outbound

This paper cites Smart dust: Communicating with a cubic-millimeter computer.

Toward 6G-enabled Brain Computer Interfaces: Technical Requirements, Use Cases, Challenges, and Future Trends Smart dust: Communicating with a cubic-millimeter computer

Reference 100

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T04:03:57.594031Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-21T04:03:50.762093Z digest=sha256:6769c5ced6eea1cd45b1ae3c490604540e939d0ad000161031a66e7af6104d53

Pith citing papers

No inbound Pith citation observations are available.