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Paper Citation Record · LEDGER

Physics-Inspired Probabilistic Computing for Extremely Large-Scale MIMO Detection in Future 6G Wireless Systems

As of 6 August 2026, this Paper Citation Record lists 41 of 41 outbound references and 0 inbound Pith citation observations for arXiv:2605.07884.

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

pith.paper-citation-record.v1
2605.07884 v2

Coverage vector

measured 41 of 41 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-12T03:53:42.107119Z

measured 41 of 41 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

41 of 41 outbound references displayed

  • verified exact27
  • verified fuzzy8
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch6

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7f538b1b-f457-44bf-9cb7-0d0513bce9d1 · outbound

This paper cites A Tutorial on Extremely Large -Scale MIMO for 6G: Fundamentals, Signal Processing, and Applications.

Physics-Inspired Probabilistic Computing for Extremely Large-Scale MIMO Detection in Future 6G Wireless Systems A Tutorial on Extremely Large -Scale MIMO for 6G: Fundamentals, Signal Processing, and Applications

Reference 1

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arxiv_id, observed 2026-05-12T03:56:20.829057Z

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Observation ea4ba92c-d99c-41be-9c49-9d897fd7a534 · outbound

This paper cites Parvini, B.

Physics-Inspired Probabilistic Computing for Extremely Large-Scale MIMO Detection in Future 6G Wireless Systems Parvini, B

Reference 2

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arxiv_id, observed 2026-05-12T03:56:20.825577Z

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Observation 0ea19866-1994-4391-ad11-7e4e3b420e5d · outbound

This paper cites Towards effective and efficient adversarial defense with diffusion models for robust visual tracking.

Physics-Inspired Probabilistic Computing for Extremely Large-Scale MIMO Detection in Future 6G Wireless Systems Towards effective and efficient adversarial defense with diffusion models for robust visual tracking

Reference 3

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arxiv_id, observed 2026-05-12T03:56:20.797424Z

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Observation 2b48913d-d47c-43e2-85ae-1aea33f92018 · outbound

This paper cites Performance Analysis for Extremely Large -Scale MIMO Communication Systems.

Physics-Inspired Probabilistic Computing for Extremely Large-Scale MIMO Detection in Future 6G Wireless Systems Performance Analysis for Extremely Large -Scale MIMO Communication Systems

Reference 4

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arxiv_id, observed 2026-05-12T03:56:20.809664Z

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

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Observation 392d2b59-d54d-4d93-8054-d57ac92694b9 · outbound

This paper cites An llm-powered natural-to-robotic language translation framework with correctness guarantees.

Physics-Inspired Probabilistic Computing for Extremely Large-Scale MIMO Detection in Future 6G Wireless Systems An llm-powered natural-to-robotic language translation framework with correctness guarantees

Reference 5

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arxiv_id, observed 2026-05-12T03:56:20.726738Z

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

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Observation f4d063ae-a96e-455a-8b77-99806e7dd90a · outbound

This paper cites Improved Methods for Calculating Vectors of Short Length in a Lattice, Including a Complexity Analysis.

Physics-Inspired Probabilistic Computing for Extremely Large-Scale MIMO Detection in Future 6G Wireless Systems Improved Methods for Calculating Vectors of Short Length in a Lattice, Including a Complexity Analysis

Reference 6

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doi, observed 2026-05-12T03:56:20.766430Z

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Observation c04d64e6-c962-496b-8b3f-16ae9cb320fb · outbound

This paper cites A universal lattice code decoder for fading channels.

Physics-Inspired Probabilistic Computing for Extremely Large-Scale MIMO Detection in Future 6G Wireless Systems A universal lattice code decoder for fading channels

Reference 7

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doi, observed 2026-05-12T03:56:20.709071Z

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Observation 2e815a54-a39d-4ae9-8b6c-f1f68f5378a5 · outbound

This paper cites Wiener, Extrapolation, Interpolation, and Smoothing of Stationary Time Series.

Physics-Inspired Probabilistic Computing for Extremely Large-Scale MIMO Detection in Future 6G Wireless Systems Wiener, Extrapolation, Interpolation, and Smoothing of Stationary Time Series

Reference 8

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

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Observation 0b10e2aa-2e4e-4ef7-9234-38f657df4853 · outbound

This paper cites Massive MIMO Detection Techniques: A Survey.

Physics-Inspired Probabilistic Computing for Extremely Large-Scale MIMO Detection in Future 6G Wireless Systems Massive MIMO Detection Techniques: A Survey

Reference 9

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arxiv_id, observed 2026-05-12T03:56:20.793687Z

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Observation 5249da22-a6ab-45b6-a8da-25276ea8590e · outbound

This paper cites Flexible MIMO for Future Wireless Communications: Which Flexibilities Are Possible?.

Physics-Inspired Probabilistic Computing for Extremely Large-Scale MIMO Detection in Future 6G Wireless Systems Flexible MIMO for Future Wireless Communications: Which Flexibilities Are Possible?

Reference 10

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arxiv_id, observed 2026-05-12T03:56:20.815861Z

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Observation 33bb7f04-f37b-4465-88fa-14bf936f547d · outbound

This paper cites MMGaP: Multi -User MIMO Detection and Precoding using GPU-assisted Physics-inspired Computation.

Physics-Inspired Probabilistic Computing for Extremely Large-Scale MIMO Detection in Future 6G Wireless Systems MMGaP: Multi -User MIMO Detection and Precoding using GPU-assisted Physics-inspired Computation

Reference 11

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

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Observation 5a5416bd-550b-4fb4-9da4-14f5dab3ddae · outbound

This paper cites X- ResQ: Parallel Reverse Annealing for Quantum Maximum -Likelihood MIMO Detection with Flexible Parallelism.

Physics-Inspired Probabilistic Computing for Extremely Large-Scale MIMO Detection in Future 6G Wireless Systems X- ResQ: Parallel Reverse Annealing for Quantum Maximum -Likelihood MIMO Detection with Flexible Parallelism

Reference 12

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arxiv_id, observed 2026-05-12T03:56:20.819259Z

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Observation 821ad467-e608-4c9c-86b5-5026ddf46a98 · outbound

This paper cites Deep Unfolded Simulated Bifurcation for Massive MIMO Signal Detection.

Physics-Inspired Probabilistic Computing for Extremely Large-Scale MIMO Detection in Future 6G Wireless Systems Deep Unfolded Simulated Bifurcation for Massive MIMO Signal Detection

Reference 13

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doi, observed 2026-05-12T03:56:20.769705Z

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

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Observation 2f00c195-dc62-4614-b9c5-f0ee359b9d33 · outbound

This paper cites Uplink MIMO Detection Using Ising Machines: A Multi - Stage Ising Approach.

Physics-Inspired Probabilistic Computing for Extremely Large-Scale MIMO Detection in Future 6G Wireless Systems Uplink MIMO Detection Using Ising Machines: A Multi - Stage Ising Approach

Reference 14

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

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Observation 211bc8f1-8505-45d3-8be1-36f9ed0f4f34 · outbound

This paper cites URLhttps://doi.org/10.1109/ICCAD57390.2023.10323812.

Physics-Inspired Probabilistic Computing for Extremely Large-Scale MIMO Detection in Future 6G Wireless Systems URLhttps://doi.org/10.1109/ICCAD57390.2023.10323812

Reference 15

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arxiv_id, observed 2026-05-12T03:56:20.703394Z

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 c48ba2b0-1abd-4398-9d8c-4c0d691bb0f5 · outbound

This paper cites Probabilistic Computers for MIMO Detection: From Sparsification to 2D Parallel Tempering.

Physics-Inspired Probabilistic Computing for Extremely Large-Scale MIMO Detection in Future 6G Wireless Systems Probabilistic Computers for MIMO Detection: From Sparsification to 2D Parallel Tempering

Reference 16

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

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Observation 56f8a6b3-68bb-4dea-bda6-0b67ec37b42e · outbound

This paper cites Entropic barriers as a reason for hardness in both classical and quantum algorithms.

Physics-Inspired Probabilistic Computing for Extremely Large-Scale MIMO Detection in Future 6G Wireless Systems Entropic barriers as a reason for hardness in both classical and quantum algorithms

Reference 17

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Observation 41dce2cb-e0ed-4bce-8def-64433e8d2e1f · outbound

This paper cites Limits and Performances of Algorithms Based on Simulated Annealing in Solving Sparse Hard Inference Problems.

Physics-Inspired Probabilistic Computing for Extremely Large-Scale MIMO Detection in Future 6G Wireless Systems Limits and Performances of Algorithms Based on Simulated Annealing in Solving Sparse Hard Inference Problems

Reference 18

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doi, observed 2026-05-12T03:56:20.812256Z

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

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Observation 0cd8ac14-f0ac-4c9a-83a9-fe1a51a5186b · outbound

This paper cites P-dits: Probabilistic d -dimensional bits for extended - variable probabilistic computing.

Physics-Inspired Probabilistic Computing for Extremely Large-Scale MIMO Detection in Future 6G Wireless Systems P-dits: Probabilistic d -dimensional bits for extended - variable probabilistic computing

Reference 19

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Observation cd5b2267-89f9-4acd-9ffd-bf7356e45c40 · outbound

This paper cites The overlap gap property: A topological barrier to optimizing over random structures.

Physics-Inspired Probabilistic Computing for Extremely Large-Scale MIMO Detection in Future 6G Wireless Systems The overlap gap property: A topological barrier to optimizing over random structures

Reference 20

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

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Observation 5f114d0e-598b-4b53-ae50-ceff24e95ebd · outbound

This paper cites Proakis and M.

Physics-Inspired Probabilistic Computing for Extremely Large-Scale MIMO Detection in Future 6G Wireless Systems Proakis and M

Reference 21

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

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Observation cac1653b-3a1a-4b81-a057-84d77dddc32a · outbound

This paper cites Gray Coding for Multilevel Constellations in Gaussian Noise.

Physics-Inspired Probabilistic Computing for Extremely Large-Scale MIMO Detection in Future 6G Wireless Systems Gray Coding for Multilevel Constellations in Gaussian Noise

Reference 22

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Observation ee5fabcb-e08d-4ae1-a585-172f3a1bd7e7 · outbound

This paper cites Tse and P.

Physics-Inspired Probabilistic Computing for Extremely Large-Scale MIMO Detection in Future 6G Wireless Systems Tse and P

Reference 23

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Observation 50e7c524-7577-4fd3-8f0c-caa53eed3c4e · outbound

This paper cites Ising machines as hardware solvers of combinatorial optimization problems.

Physics-Inspired Probabilistic Computing for Extremely Large-Scale MIMO Detection in Future 6G Wireless Systems Ising machines as hardware solvers of combinatorial optimization problems

Reference 24

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doi, observed 2026-05-12T03:56:20.730449Z

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

source=pdf_text observed=2026-05-12T03:53:42.107119Z digest=sha256:1e66550d6af4581b0b85b8c9f51cb28f374bf91964058be6a0545ddba62cce8b

Observation cbcd3008-4c33-441b-ba4b-e54d9d3e9395 · outbound

This paper cites Stochastic p-Bits for Invertible Logic.

Physics-Inspired Probabilistic Computing for Extremely Large-Scale MIMO Detection in Future 6G Wireless Systems Stochastic p-Bits for Invertible Logic

Reference 25

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Observation e574dfe3-69f1-4c54-858a-ff2d0f64f1b9 · outbound

This paper cites A Full -Stack View of Probabilistic Computing With p -Bits: Devices, Architectures, and Algorithms.

Physics-Inspired Probabilistic Computing for Extremely Large-Scale MIMO Detection in Future 6G Wireless Systems A Full -Stack View of Probabilistic Computing With p -Bits: Devices, Architectures, and Algorithms

Reference 26

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arxiv_id, observed 2026-05-12T03:56:20.741306Z

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

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Observation cca42c4b-2068-4e5e-ad17-0522808ac13d · outbound

This paper cites High-Performance and Reliable Probabilistic Ising Machine Based on Simulated Quantum Annealing.

Physics-Inspired Probabilistic Computing for Extremely Large-Scale MIMO Detection in Future 6G Wireless Systems High-Performance and Reliable Probabilistic Ising Machine Based on Simulated Quantum Annealing

Reference 27

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

source=pdf_text observed=2026-05-12T03:53:42.107119Z digest=sha256:716c75f002e792686a852458990cb99d704375848de8772885aa0936350b3e74

Observation b02ac844-1655-47b9-badd-b7db21347c60 · outbound

This paper cites Mahmudul Hasan Sajeeb, Navid Anjum Aadit, Shuvro Chowdhury, Tong Wu, Cesely Smith, Dhruv Chinmay, Atharva Raut, Kerem Y.

Physics-Inspired Probabilistic Computing for Extremely Large-Scale MIMO Detection in Future 6G Wireless Systems Mahmudul Hasan Sajeeb, Navid Anjum Aadit, Shuvro Chowdhury, Tong Wu, Cesely Smith, Dhruv Chinmay, Atharva Raut, Kerem Y

Reference 28

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doi, observed 2026-05-12T03:56:20.784765Z

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=2026-05-12T03:53:42.107119Z digest=sha256:ccae70c40715a0065a1de5f7910dcba23acbf551488cfcd63b3056371690da03

Observation 2267de15-945f-47ec-bc0a-c6189d9c3a71 · outbound

This paper cites Self-entrainment of a population of coupled non -linear oscillators.

Physics-Inspired Probabilistic Computing for Extremely Large-Scale MIMO Detection in Future 6G Wireless Systems Self-entrainment of a population of coupled non -linear oscillators

Reference 29

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raw_fallback, observed 2026-05-12T17:41:44.162157Z

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=2026-05-12T03:53:42.107119Z digest=sha256:11f6a397bac852fab8de8804d3674ca22a84a72e277a4723aeee084d31df3379

Observation 9151f97b-dda8-427f-97b8-0f17545a1b31 · outbound

This paper cites Solving combinatorial optimisation problems using oscillator based Ising machines.

Physics-Inspired Probabilistic Computing for Extremely Large-Scale MIMO Detection in Future 6G Wireless Systems Solving combinatorial optimisation problems using oscillator based Ising machines

Reference 30

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doi, observed 2026-05-12T03:56:20.744166Z

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

source=pdf_text observed=2026-05-12T03:53:42.107119Z digest=sha256:28c7d3b1597e2949e0239099f8ed08fd700acf673003546fe81431e89d96761a

Observation 47f04ceb-6b5b-4e8e-98d1-0463d632e8b2 · outbound

This paper cites Evaluating Spintronics-Compatible Implementations of Ising Machines.

Physics-Inspired Probabilistic Computing for Extremely Large-Scale MIMO Detection in Future 6G Wireless Systems Evaluating Spintronics-Compatible Implementations of Ising Machines

Reference 31

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doi, observed 2026-05-12T03:56:20.758124Z

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=2026-05-12T03:53:42.107119Z digest=sha256:daf952b3a2b576804f268a3ccd054c3b13043d81c8badd262ffee82b57c81cbb

Observation 993bf69b-7a1d-448c-9395-1d71998f9292 · outbound

This paper cites A coupled-oscillator-based Ising chip for combinatorial optimization.

Physics-Inspired Probabilistic Computing for Extremely Large-Scale MIMO Detection in Future 6G Wireless Systems A coupled-oscillator-based Ising chip for combinatorial optimization

Reference 32

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doi, observed 2026-05-12T03:56:20.822135Z

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=2026-05-12T03:53:42.107119Z digest=sha256:1e60991da73a61198465826dcaf405aa9f76ea64127f90c1dc6f8ab3849a2ebf

Observation a219e7ac-0437-418e-8119-35a40f8ccb3e · outbound

This paper cites Benchmarking the operation of quantum heuristics and Ising machines: scoring parameter setting strategies on optimization applications.

Physics-Inspired Probabilistic Computing for Extremely Large-Scale MIMO Detection in Future 6G Wireless Systems Benchmarking the operation of quantum heuristics and Ising machines: scoring parameter setting strategies on optimization applications

Reference 33

Resolution
verified exact
doi, observed 2026-05-12T03:56:20.734155Z

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=2026-05-12T03:53:42.107119Z digest=sha256:a526dc267c7329c3253d17b3f9ff526ce4af72b719f4e749dab4e5805d9ea572

Observation 5ac0e1a2-d02e-41ca-9b34-3f073eaf7eca · outbound

This paper cites Large-Scale MIMO Enabled Satellite Communications: Concepts, Technologies, and Challenges.

Physics-Inspired Probabilistic Computing for Extremely Large-Scale MIMO Detection in Future 6G Wireless Systems Large-Scale MIMO Enabled Satellite Communications: Concepts, Technologies, and Challenges

Reference 34

Resolution
verified exact
doi, observed 2026-05-12T03:56:20.750973Z

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=2026-05-12T03:53:42.107119Z digest=sha256:39c483b4a0a0217812728f7af03813b0bb865314ad35c35bdf0d22f5b77d2502

Observation 12b33b01-50dd-48b0-9851-c5f182c17aa7 · outbound

This paper cites Maral, M.

Physics-Inspired Probabilistic Computing for Extremely Large-Scale MIMO Detection in Future 6G Wireless Systems Maral, M

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-05-12T17:41:44.151686Z

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=2026-05-12T03:53:42.107119Z digest=sha256:01a439faeb5646efe66e2bd1f0229e7f8d8e376d58c145a6ada8ebfb892aa92c

Observation 932fc2f8-0f24-4bc6-8a24-502473500042 · outbound

This paper cites Adaptive modulation and coding for IEEE 802.11n.

Physics-Inspired Probabilistic Computing for Extremely Large-Scale MIMO Detection in Future 6G Wireless Systems Adaptive modulation and coding for IEEE 802.11n

Reference 36

Resolution
verified exact
doi, observed 2026-05-12T03:56:20.712568Z

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=2026-05-12T03:53:42.107119Z digest=sha256:93afd95e6d9c2640ff10684edfc459c231a4075879ac18a0ea2ff45e38fa8216

Observation 36122508-d53a-4f84-9544-08c9ab4ce3ce · outbound

This paper cites Evolved Universal Terrestrial Radio Access (E -UTRA); Physical layer procedures.

Physics-Inspired Probabilistic Computing for Extremely Large-Scale MIMO Detection in Future 6G Wireless Systems Evolved Universal Terrestrial Radio Access (E -UTRA); Physical layer procedures

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-05-12T17:41:44.142104Z

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=2026-05-12T03:53:42.107119Z digest=sha256:198b546e3810af54af573c29a128cb08947659a85731de0cd28b2ed083d40183

Observation e9ca1c07-8fdd-4dc0-ba0b-38c976b0b65b · outbound

This paper cites Low-Complexity Signal Detection for Massive MIMO Systems via Trace Iterative Method.

Physics-Inspired Probabilistic Computing for Extremely Large-Scale MIMO Detection in Future 6G Wireless Systems Low-Complexity Signal Detection for Massive MIMO Systems via Trace Iterative Method

Reference 38

Resolution
verified exact
arxiv_id, observed 2026-05-12T03:56:20.801229Z

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=2026-05-12T03:53:42.107119Z digest=sha256:220223515d4fef2e2a0be969f72fccb3466b064380d10798c18c25c10f1ad697

Observation ff57cbca-7eeb-45d8-af6f-b4d1222ae55a · outbound

This paper cites An integrated-circuit-based probabilistic computer that uses voltage-controlled magnetic tunnel junctions as its entropy source.

Physics-Inspired Probabilistic Computing for Extremely Large-Scale MIMO Detection in Future 6G Wireless Systems An integrated-circuit-based probabilistic computer that uses voltage-controlled magnetic tunnel junctions as its entropy source

Reference 39

Resolution
verified exact
doi, observed 2026-05-12T03:56:20.737286Z

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=2026-05-12T03:53:42.107119Z digest=sha256:96a04a24bb3fc91d36b06ee418c66cb756083dcaeb2ada1ef343a6d159751cf5

Observation 3160b244-b8a0-4cb7-843d-de0055f612b9 · outbound

This paper cites Energy-efficient superparamagnetic Ising machine and its application to traveling salesman problems.

Physics-Inspired Probabilistic Computing for Extremely Large-Scale MIMO Detection in Future 6G Wireless Systems Energy-efficient superparamagnetic Ising machine and its application to traveling salesman problems

Reference 40

Resolution
verified exact
doi, observed 2026-05-12T03:56:20.761355Z

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=2026-05-12T03:53:42.107119Z digest=sha256:79c07d196f344c8c3a5ba90de65d6af7716d2cbd7143cacede88e002449a8151

Observation c61ac1a5-309f-4a9a-a947-f9c0b9a10213 · outbound

This paper cites The MathWorks, Inc.IMU Sensor Fusion with Simulink.

Physics-Inspired Probabilistic Computing for Extremely Large-Scale MIMO Detection in Future 6G Wireless Systems The MathWorks, Inc.IMU Sensor Fusion with Simulink

Reference 41

Resolution
metadata mismatch
arxiv_id, observed 2026-05-12T03:56:20.779177Z

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=2026-05-12T03:53:42.107119Z digest=sha256:dec39cc814ba86384c1772b3469bd87241ba080057eef3b87c4c96b27b1b0739

Pith citing papers

No inbound Pith citation observations are available.