Paper Citation Record · LEDGER

Neural Network-based Information-Theoretic Transceivers for High-Order Modulation Schemes

As of 8 August 2026, this Paper Citation Record lists 10 of 10 outbound references and 0 inbound Pith citation observations for arXiv:2506.00368.

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

pith.paper-citation-record.v1
2506.00368 v1

Coverage vector

measured 10 of 10 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:12:57.591943Z

measured 10 of 10 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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

10 of 10 outbound references displayed

verified exact1
verified fuzzy5
unresolved3
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 068f75b2-6980-444d-89f4-35baf2114893 · outbound

This paper cites An introduction to deep learning for the physical layer,.

Neural Network-based Information-Theoretic Transceivers for High-Order Modulation Schemes An introduction to deep learning for the physical layer,

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T12:12:56.987439Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 32c77774-78d1-43b5-92fd-a2ff3d19ed1a · outbound

This paper cites Deep learning based communication over the air,.

Neural Network-based Information-Theoretic Transceivers for High-Order Modulation Schemes Deep learning based communication over the air,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:12:58.782742Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d358ba76-0bf0-4eef-8577-8499c0d0b066 · outbound

This paper cites Trainable communication systems: Concepts and prototype,.

Neural Network-based Information-Theoretic Transceivers for High-Order Modulation Schemes Trainable communication systems: Concepts and prototype,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:12:58.567287Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c0fa6dd0-29c5-44a8-a25a-38662b256169 · outbound

This paper cites "Machine LLRning": Learning to Softly Demodulate.

Neural Network-based Information-Theoretic Transceivers for High-Order Modulation Schemes "Machine LLRning": Learning to Softly Demodulate

Reference 4

Resolution: verified exact; local_arxiv, observed 2026-08-07T12:12:57.766469Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a4418c6d-b05a-49c8-bc06-19f776ff75ed · outbound

This paper cites Deepreceiver: A deep learning-based intelligent receiver for wireless communications in the physical layer,.

Neural Network-based Information-Theoretic Transceivers for High-Order Modulation Schemes Deepreceiver: A deep learning-based intelligent receiver for wireless communications in the physical layer,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:12:58.354261Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d42c3d23-23d1-4ad8-a25a-35cafb496f09 · outbound

This paper cites Demodnet: Learning soft demodulation from hard information using convolutional neural network,.

Neural Network-based Information-Theoretic Transceivers for High-Order Modulation Schemes Demodnet: Learning soft demodulation from hard information using convolutional neural network,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:12:58.257069Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 09dd5d31-b786-4265-adb0-c775f84214d6 · outbound

This paper cites An introduction to deep learning for the physical layer,.

Neural Network-based Information-Theoretic Transceivers for High-Order Modulation Schemes An introduction to deep learning for the physical layer,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T12:12:57.473690Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b3562dbd-bb76-4a31-8d7f-241d192fd72b · outbound

This paper cites Joint transceiver optimization for wireless communication phy using neural network,.

Neural Network-based Information-Theoretic Transceivers for High-Order Modulation Schemes Joint transceiver optimization for wireless communication phy using neural network,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:12:58.112175Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 75498ccb-26ce-4ab2-a974-8c21c836a155 · outbound

This paper cites Sionna: An Open-Source Library for Next-Generation Physical Layer Research.

Neural Network-based Information-Theoretic Transceivers for High-Order Modulation Schemes Sionna: An Open-Source Library for Next-Generation Physical Layer Research

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T12:12:57.591943Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8c580e9a-e261-4660-aa8b-a58e2ae723a5 · outbound

This paper cites Trainable Communication Systems: Concepts and Prototype.

Neural Network-based Information-Theoretic Transceivers for High-Order Modulation Schemes Trainable Communication Systems: Concepts and Prototype

Reference 2019

Resolution: metadata mismatch; local_arxiv, observed 2026-08-07T12:12:57.997320Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Pith citing papers

No inbound Pith citation observations are available.