Paper Citation Record · LEDGER

Distributed Electromagnetic Neural Networks for Task-Oriented Semantic Communications

As of 9 August 2026, this Paper Citation Record lists 15 of 15 outbound references and 0 inbound Pith citation observations for arXiv:2604.23901.

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

pith.paper-citation-record.v1
2604.23901 v1

Coverage vector

measured 15 of 15 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-08T05:06:00.239512Z

measured 15 of 15 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+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

15 of 15 outbound references displayed

verified exact2
verified fuzzy13
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 630414bc-1265-42ae-99b8-cd1ba6cbbab9 · outbound

This paper cites Semantic Communication meets System 2 ML: How Abstraction, Compositionality and Emergent Languages Shape Intelligence.

Distributed Electromagnetic Neural Networks for Task-Oriented Semantic Communications Semantic Communication meets System 2 ML: How Abstraction, Compositionality and Emergent Languages Shape Intelligence

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-05-11T21:36:12.876207Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 549b55ed-783b-414b-bda2-a09f283e64ba · outbound

This paper cites Stacked intelligent metasurf aces for wireless communications: Applications and challenges.

Distributed Electromagnetic Neural Networks for Task-Oriented Semantic Communications Stacked intelligent metasurf aces for wireless communications: Applications and challenges

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T20:12:56.636596Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 6fdfe908-e976-4c98-8b4f-23af5c1e2c21 · outbound

This paper cites Joint activ e and passive beamforming for RIS-aided semantic communication.

Distributed Electromagnetic Neural Networks for Task-Oriented Semantic Communications Joint activ e and passive beamforming for RIS-aided semantic communication

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T20:12:56.630342Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation fb3a8003-a988-43cb-bb5e-b86775c35cb9 · outbound

This paper cites Stacked intelligent metasurface-aided MIMO transceiver design.

Distributed Electromagnetic Neural Networks for Task-Oriented Semantic Communications Stacked intelligent metasurface-aided MIMO transceiver design

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T20:12:56.652049Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 34f2528d-3818-4be4-8483-ca303446d548 · outbound

This paper cites All-optical machine learning using diffractive deep neural networks.

Distributed Electromagnetic Neural Networks for Task-Oriented Semantic Communications All-optical machine learning using diffractive deep neural networks

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T20:12:56.627033Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 2b5af6b3-48e1-4372-a187-47ae1b7f45ea · outbound

This paper cites A programmable diffractive deep neural network based on a digital-coding metasurface a rray.

Distributed Electromagnetic Neural Networks for Task-Oriented Semantic Communications A programmable diffractive deep neural network based on a digital-coding metasurface a rray

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T20:12:56.616926Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation b68e3973-bd8d-4313-bc6b-188b2d6c670f · outbound

This paper cites Hybrid digital- wave domain channel estimator for stacked intelligent metasurface ena bled multi-user MISO systems.

Distributed Electromagnetic Neural Networks for Task-Oriented Semantic Communications Hybrid digital- wave domain channel estimator for stacked intelligent metasurface ena bled multi-user MISO systems

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T20:12:56.623657Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 663f05c3-9c6b-4a85-96ea-00f5ca09ed1d · outbound

This paper cites UA V-mounted SIM: A hy brid optical-electronic neural network for DoA estimation.

Distributed Electromagnetic Neural Networks for Task-Oriented Semantic Communications UA V-mounted SIM: A hy brid optical-electronic neural network for DoA estimation

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T20:12:56.654441Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d39251e3-0bc9-4487-ad4b-4f8217f4e193 · outbound

This paper cites Uplink p erformance of stacked intelligent metasurface-enhanced cell-free ma ssive MIMO systems.

Distributed Electromagnetic Neural Networks for Task-Oriented Semantic Communications Uplink p erformance of stacked intelligent metasurface-enhanced cell-free ma ssive MIMO systems

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T20:12:56.633545Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 175b301f-3a7b-4d8d-b407-9359ec065e7e · outbound

This paper cites Stacked intelligent metasurfaces for task-oriented semantic comm unications.

Distributed Electromagnetic Neural Networks for Task-Oriented Semantic Communications Stacked intelligent metasurfaces for task-oriented semantic comm unications

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T20:12:56.646257Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 430acd8b-8357-4a09-8c5b-c887486222e9 · outbound

This paper cites On performance of distributed RIS-aided communication in random networks.

Distributed Electromagnetic Neural Networks for Task-Oriented Semantic Communications On performance of distributed RIS-aided communication in random networks

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T20:12:56.620247Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 64755404-b61c-4923-8a69-0c4f29e51e0f · outbound

This paper cites Optimizing disaster response with UA V-mounte d RIS and HAP-enabled edge computing in 6G networks.

Distributed Electromagnetic Neural Networks for Task-Oriented Semantic Communications Optimizing disaster response with UA V-mounte d RIS and HAP-enabled edge computing in 6G networks

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T20:12:56.649151Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 49affc97-885e-47a4-a7cc-02b37a1655b8 · outbound

This paper cites A novel hybrid optical-electronic neural network approach t o task-oriented semantic communications.

Distributed Electromagnetic Neural Networks for Task-Oriented Semantic Communications A novel hybrid optical-electronic neural network approach t o task-oriented semantic communications

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T20:12:56.639777Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation bfc8c148-5994-4a8f-ae69-ca569ed4b4c0 · outbound

This paper cites Adam: A Method for Stochastic Optimization.

Distributed Electromagnetic Neural Networks for Task-Oriented Semantic Communications Adam: A Method for Stochastic Optimization

Reference 14

Resolution: verified exact; local_arxiv, observed 2026-05-11T21:36:12.866035Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ed56a268-effc-4ea6-b3ff-ae850f957559 · outbound

This paper cites Intelligent UA V caching and energy management in 6G networ ks.

Distributed Electromagnetic Neural Networks for Task-Oriented Semantic Communications Intelligent UA V caching and energy management in 6G networ ks

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T20:12:56.643028Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Pith citing papers

No inbound Pith citation observations are available.