Paper Citation Record · LEDGER

Probabilistic Computers for MIMO Detection: From Sparsification to 2D Parallel Tempering

As of 8 August 2026, this Paper Citation Record lists 35 of 35 outbound references and 1 inbound Pith citation observation for arXiv:2601.09037.

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

pith.paper-citation-record.v1
2601.09037 v2

Coverage vector

measured 35 of 35 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T10:47:24.361358Z

measured 36 of 36 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-13T01:22:31.496535Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-13T01:27:02.645728Z

Reference resolution

35 of 35 outbound references displayed

verified exact0
verified fuzzy0
unresolved35
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malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c2123b2f-a521-46ee-b491-29e55849a913 · outbound

This paper cites Probabilistic Computers for Neural Quantum States.

Probabilistic Computers for MIMO Detection: From Sparsification to 2D Parallel Tempering Probabilistic Computers for Neural Quantum States

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-03T10:47:21.631786Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0dc4de20-dbd1-48b2-9ffe-be6d2c4e65b4 · outbound

This paper cites Ising machines as hardware solvers of combinatorial optimization problems.Nature Reviews Physics, 4(6):363–379, 2022.

Probabilistic Computers for MIMO Detection: From Sparsification to 2D Parallel Tempering Ising machines as hardware solvers of combinatorial optimization problems.Nature Reviews Physics, 4(6):363–379, 2022

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-03T10:47:21.704563Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 558e66a6-aec6-4c31-a9b4-0104509df0c2 · outbound

This paper cites Quantum annealing with manufactured spins.Nature, 473(7346):194– 198, 2011.

Probabilistic Computers for MIMO Detection: From Sparsification to 2D Parallel Tempering Quantum annealing with manufactured spins.Nature, 473(7346):194– 198, 2011

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-03T10:47:21.751621Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d0430c9e-6c16-41b1-8cbd-31022fa61fa2 · outbound

This paper cites Quantum critical dynamics in a 5,000-qubit programmable spin glass.Nature, 617(7959):61–66, 2023.

Probabilistic Computers for MIMO Detection: From Sparsification to 2D Parallel Tempering Quantum critical dynamics in a 5,000-qubit programmable spin glass.Nature, 617(7959):61–66, 2023

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-03T10:47:21.815522Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9d2b16c0-3edd-4191-886b-6570707f5dab · outbound

This paper cites A fully programmable 100-spin coherent Ising machine with all- to-all connections.Science, 354(6312):614–617, 2016.

Probabilistic Computers for MIMO Detection: From Sparsification to 2D Parallel Tempering A fully programmable 100-spin coherent Ising machine with all- to-all connections.Science, 354(6312):614–617, 2016

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-03T10:47:21.876512Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 971ea3f3-640f-415f-b5fc-096d2a5e9721 · outbound

This paper cites 100,000-spin coherent Ising machine.Science Advances, 7(40):eabh0952, October.

Probabilistic Computers for MIMO Detection: From Sparsification to 2D Parallel Tempering 100,000-spin coherent Ising machine.Science Advances, 7(40):eabh0952, October

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-03T10:47:21.981643Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2a8f086e-1bc7-4136-b1aa-61c25486dade · outbound

This paper cites Fahimi, M.

Probabilistic Computers for MIMO Detection: From Sparsification to 2D Parallel Tempering Fahimi, M

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-03T10:47:22.099508Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c69859ee-c4b8-4418-addf-4239b27679e6 · outbound

This paper cites Efficient combinatorial optimization by quantum-inspired parallel annealing in analogue memristor crossbar.Nature Communications, 14(1):5927, September 2023.

Probabilistic Computers for MIMO Detection: From Sparsification to 2D Parallel Tempering Efficient combinatorial optimization by quantum-inspired parallel annealing in analogue memristor crossbar.Nature Communications, 14(1):5927, September 2023

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-03T10:47:22.215684Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7bb8f568-749b-4c28-a569-4c6d56d34904 · outbound

This paper cites A hardware demonstration of a universal programmable rram-based probabilistic computer for molecular docking.Nature Communications, 2025.

Probabilistic Computers for MIMO Detection: From Sparsification to 2D Parallel Tempering A hardware demonstration of a universal programmable rram-based probabilistic computer for molecular docking.Nature Communications, 2025

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-03T10:47:22.280439Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 261240fa-ecd3-4476-86bc-1eaee8eeb77c · outbound

This paper cites Using 9 synchronized oscillators to compute the maximum independent set.Nature communications, 11(1):1–7, 2020.

Probabilistic Computers for MIMO Detection: From Sparsification to 2D Parallel Tempering Using 9 synchronized oscillators to compute the maximum independent set.Nature communications, 11(1):1–7, 2020

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-03T10:47:22.417721Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 55edd1c7-a273-461d-812f-0b41fc79b13e · outbound

This paper cites A 1,968-node coupled ring oscillator circuit for combinatorial optimization problem solving.Nature Electronics, 5(5):310–317, 2022.

Probabilistic Computers for MIMO Detection: From Sparsification to 2D Parallel Tempering A 1,968-node coupled ring oscillator circuit for combinatorial optimization problem solving.Nature Electronics, 5(5):310–317, 2022

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-03T10:47:22.561578Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f229d5b5-9ce3-4e53-816a-88d784b117aa · outbound

This paper cites An ising solver chip based on coupled ring oscillators with a 48-node all-to-all connected array architecture.Nature Electronics, 6(10):771–778, 2023.

Probabilistic Computers for MIMO Detection: From Sparsification to 2D Parallel Tempering An ising solver chip based on coupled ring oscillators with a 48-node all-to-all connected array architecture.Nature Electronics, 6(10):771–778, 2023

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-03T10:47:22.624683Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f094d179-dad2-417b-914a-50fae9179807 · outbound

This paper cites An integrated coupled oscillator network to solve optimization problems.

Probabilistic Computers for MIMO Detection: From Sparsification to 2D Parallel Tempering An integrated coupled oscillator network to solve optimization problems

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-03T10:47:22.679579Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cf18a323-cab1-42ea-813e-447dd46b86a9 · outbound

This paper cites Minor-embedding in adiabatic quantum computation: II.

Probabilistic Computers for MIMO Detection: From Sparsification to 2D Parallel Tempering Minor-embedding in adiabatic quantum computation: II

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-03T10:47:22.743572Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7cc44446-b5b0-4689-aaa1-2cc8391aee41 · outbound

This paper cites Minor-embedding heuristics for large-scale annealing processors with sparse hardware graphs of up to 102,400 nodes.

Probabilistic Computers for MIMO Detection: From Sparsification to 2D Parallel Tempering Minor-embedding heuristics for large-scale annealing processors with sparse hardware graphs of up to 102,400 nodes

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-03T10:47:22.807517Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2267079d-df67-43b5-a932-186bc8a90ba5 · outbound

This paper cites an unresolved cited work.

Probabilistic Computers for MIMO Detection: From Sparsification to 2D Parallel Tempering Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-03T10:47:22.863535Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 62524dc6-2fb9-4cbf-86db-2d68cd721beb · outbound

This paper cites Massively parallel probabilistic computing with sparse ising machines.Nature Electronics, 5(7):460–468, 2022.

Probabilistic Computers for MIMO Detection: From Sparsification to 2D Parallel Tempering Massively parallel probabilistic computing with sparse ising machines.Nature Electronics, 5(7):460–468, 2022

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-03T10:47:22.936573Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0acc94af-c284-400a-9a75-6c66a68b2aa5 · outbound

This paper cites Scalable connectivity for Ising machines: Dense to sparse.Physical Review Applied, 24(1):014005, 2025.

Probabilistic Computers for MIMO Detection: From Sparsification to 2D Parallel Tempering Scalable connectivity for Ising machines: Dense to sparse.Physical Review Applied, 24(1):014005, 2025

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-03T10:47:23.018696Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c600166c-988d-4ed2-98ea-c9f45facf03a · outbound

This paper cites Ising machines’ dynamics and regularization for near-optimal MIMO detection.IEEE Transactions on Wireless Communications, 21(12):11080–11094, 2022.

Probabilistic Computers for MIMO Detection: From Sparsification to 2D Parallel Tempering Ising machines’ dynamics and regularization for near-optimal MIMO detection.IEEE Transactions on Wireless Communications, 21(12):11080–11094, 2022

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-03T10:47:23.103671Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 576db0d4-9455-4139-805a-edcfddf6f7bd · outbound

This paper cites Uplink MIMO detection using Ising machines: A multi-stage Ising approach.IEEE Transactions on Wireless Communications, 2024.

Probabilistic Computers for MIMO Detection: From Sparsification to 2D Parallel Tempering Uplink MIMO detection using Ising machines: A multi-stage Ising approach.IEEE Transactions on Wireless Communications, 2024

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-03T10:47:23.158601Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fdd8c1bb-41d6-46dd-ae00-462194f566b8 · outbound

This paper cites MU-MIMO Detection Using Oscillator Ising Machines.

Probabilistic Computers for MIMO Detection: From Sparsification to 2D Parallel Tempering MU-MIMO Detection Using Oscillator Ising Machines

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-03T10:47:23.213813Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5f9b99ca-5cd7-4e89-b663-82e1e83e5999 · outbound

This paper cites Das: Implementing dense ising machines using sparse resistive networks.

Probabilistic Computers for MIMO Detection: From Sparsification to 2D Parallel Tempering Das: Implementing dense ising machines using sparse resistive networks

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-03T10:47:23.242380Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aed51acf-a77e-4716-b345-d5b2f73c1870 · outbound

This paper cites MIMO with analogue 1-bit phase shifters: A quantum annealing perspective.IEEE Wireless Communications Letters, 13(6):1571–1575, 2024.

Probabilistic Computers for MIMO Detection: From Sparsification to 2D Parallel Tempering MIMO with analogue 1-bit phase shifters: A quantum annealing perspective.IEEE Wireless Communications Letters, 13(6):1571–1575, 2024

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-03T10:47:23.252279Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d1c66976-e2c1-4e27-92a7-104c71e5463f · outbound

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

Probabilistic Computers for MIMO Detection: From Sparsification to 2D Parallel Tempering X-ResQ: Reverse Annealing for Quantum MIMO Detection with Flexible Parallelism

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-03T10:47:23.277873Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2db0f7d3-38da-4768-9a0d-42f147e3a4e7 · outbound

This paper cites Self-adaptive ising machines for constrained optimization.

Probabilistic Computers for MIMO Detection: From Sparsification to 2D Parallel Tempering Self-adaptive ising machines for constrained optimization

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-03T10:47:23.388903Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0c56b850-50d0-4ff2-a2d5-8f4c44c34c12 · outbound

This paper cites Two-dimensional parallel tempering for constrained optimization.Physical Review E, 112 (2):L023301, 2025.

Probabilistic Computers for MIMO Detection: From Sparsification to 2D Parallel Tempering Two-dimensional parallel tempering for constrained optimization.Physical Review E, 112 (2):L023301, 2025

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-03T10:47:23.487761Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a555f81-e011-4107-8996-bc1ed7b15c06 · outbound

This paper cites Stochastic p-bits for invertible logic.Physical Review X, 7(3):031014, 2017.

Probabilistic Computers for MIMO Detection: From Sparsification to 2D Parallel Tempering Stochastic p-bits for invertible logic.Physical Review X, 7(3):031014, 2017

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-03T10:47:23.510474Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b3aa8719-7e2d-454b-bede-7453b001848f · outbound

This paper cites Turbo multiuser detection: An overview.

Probabilistic Computers for MIMO Detection: From Sparsification to 2D Parallel Tempering Turbo multiuser detection: An overview

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-03T10:47:23.620489Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e083ebf8-fdc1-471e-87a6-e3b5b3c422f9 · outbound

This paper cites Cambridge university press, 1998.

Probabilistic Computers for MIMO Detection: From Sparsification to 2D Parallel Tempering Cambridge university press, 1998

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-03T10:47:23.732780Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 79f43a59-3c6d-4483-ac96-fef191c8d040 · outbound

This paper cites Replica monte carlo simulation of spin glasses.Physical review letters, 57(21): 2607–2609, 1986.

Probabilistic Computers for MIMO Detection: From Sparsification to 2D Parallel Tempering Replica monte carlo simulation of spin glasses.Physical review letters, 57(21): 2607–2609, 1986

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-03T10:47:23.900393Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6bf0e9a4-5761-4f6f-912d-8dae0ba4955f · outbound

This paper cites Exchange monte carlo method and application to spin glass simulations.Journal of the Physical Society of Japan, 65(6):1604–1608, 1996.

Probabilistic Computers for MIMO Detection: From Sparsification to 2D Parallel Tempering Exchange monte carlo method and application to spin glass simulations.Journal of the Physical Society of Japan, 65(6):1604–1608, 1996

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-03T10:47:23.955696Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 768be67f-c518-4828-b3a1-05dd56b87487 · outbound

This paper cites Accelerating Adaptive Parallel Tempering with FPGA-based p-bits.

Probabilistic Computers for MIMO Detection: From Sparsification to 2D Parallel Tempering Accelerating Adaptive Parallel Tempering with FPGA-based p-bits

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-03T10:47:24.061237Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 71590eba-1f66-47d6-b71b-3e2ab3f910b3 · outbound

This paper cites All-to-all reconfigurability with sparse and higher-order ising machines.Nature Communications, 15(1):8977, 2024.

Probabilistic Computers for MIMO Detection: From Sparsification to 2D Parallel Tempering All-to-all reconfigurability with sparse and higher-order ising machines.Nature Communications, 15(1):8977, 2024

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-03T10:47:24.120545Z

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Unavailable: canonical work link unavailable.

Observation ad61be1d-fe91-414a-990c-68da91ae1633 · outbound

This paper cites Asap7: A 7-nm finfet predictive process design kit.Microelectronics Journal, 53:105–115, 2016.

Probabilistic Computers for MIMO Detection: From Sparsification to 2D Parallel Tempering Asap7: A 7-nm finfet predictive process design kit.Microelectronics Journal, 53:105–115, 2016

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-03T10:47:24.200687Z

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Unavailable: canonical work link unavailable.

Observation 2c9b3db2-2a97-48f2-849d-12349d103251 · outbound

This paper cites mflowgen: A modular flow generator and ecosystem for community-driven physical design.

Probabilistic Computers for MIMO Detection: From Sparsification to 2D Parallel Tempering mflowgen: A modular flow generator and ecosystem for community-driven physical design

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-03T10:47:24.361358Z

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Unavailable: canonical work link unavailable.

Pith citing papers

Observation 6c57d8c8-054a-4b21-b50b-b268455bb73c · inbound

Performance of QUBO-Formulated MIMO Detection Under Hardware Precision Constraints cites this paper.

Performance of QUBO-Formulated MIMO Detection Under Hardware Precision Constraints Probabilistic Computers for MIMO Detection: From Sparsification to 2D Parallel Tempering

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-06-02T02:03:37.572530Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.