Paper Citation Record · LEDGER

How to Train an Oscillator Ising Machine using Equilibrium Propagation

As of 19 August 2026, this Paper Citation Record lists 20 of 20 outbound references and 1 inbound Pith citation observation for arXiv:2505.02103.

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

pith.paper-citation-record.v1
2505.02103 v5

Coverage vector

measured 20 of 20 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T01:10:26.554611Z

measured 21 of 21 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-10T15:52:13.956464Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-11T09:41:04.748536Z

Reference resolution

20 of 20 outbound references displayed

verified exact3
verified fuzzy8
unresolved8
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 766a7fb5-de21-40ab-bbd2-72ba50aeeab3 · outbound

This paper cites A note on analyzing the stability of oscillator Ising machines,.

How to Train an Oscillator Ising Machine using Equilibrium Propagation A note on analyzing the stability of oscillator Ising machines,

Reference 1

Resolution: verified exact; doi, observed 2026-08-16T01:10:26.609193Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 514fd87e-cae4-4aeb-9c28-bc948f875c76 · outbound

This paper cites Training an Ising machine with equilibrium propagation,.

How to Train an Oscillator Ising Machine using Equilibrium Propagation Training an Ising machine with equilibrium propagation,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T01:10:26.812370Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 1fb6091a-3193-4333-a191-c026b0d98562 · outbound

This paper cites Training and synchronizing oscillator networks with Equilibrium Propagation,.

How to Train an Oscillator Ising Machine using Equilibrium Propagation Training and synchronizing oscillator networks with Equilibrium Propagation,

Reference 3

Resolution: malformed identifier; no resolver link, observed 2026-08-16T01:10:26.485259Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3e38203e-3607-4e1a-b55a-fea16d16f146 · outbound

This paper cites Estimation of energy consumption in machine learning,.

How to Train an Oscillator Ising Machine using Equilibrium Propagation Estimation of energy consumption in machine learning,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T01:10:26.800648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d2c2f6db-08fb-4d1e-b44a-34d38d117d4d · outbound

This paper cites Coupled oscillators for computing: A review and perspective,.

How to Train an Oscillator Ising Machine using Equilibrium Propagation Coupled oscillators for computing: A review and perspective,

Reference 5

Resolution: verified exact; doi, observed 2026-08-16T01:10:26.590642Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 3f41964b-c62b-47c5-8073-f340a6812e65 · outbound

This paper cites Self-Supervised Learning from Images with a Joint-Embedding Predictive Architecture.

How to Train an Oscillator Ising Machine using Equilibrium Propagation Self-Supervised Learning from Images with a Joint-Embedding Predictive Architecture

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-16T01:10:26.498426Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 56bc3fd6-d2ac-4000-8808-3c953ed1f77a · outbound

This paper cites Training Coupled Phase Oscillators as a Neuromorphic Platform using Equilibrium Propagation.

How to Train an Oscillator Ising Machine using Equilibrium Propagation Training Coupled Phase Oscillators as a Neuromorphic Platform using Equilibrium Propagation

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-16T01:10:26.502937Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4442bce7-c520-4f2b-a6f1-db34c57a265a · outbound

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

How to Train an Oscillator Ising Machine using Equilibrium Propagation Solving combinatorial optimisation problems using oscillator based Ising machines,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-16T01:10:26.507482Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 82453926-dfe1-437c-bc44-e5b1ea7fe40e · outbound

This paper cites Equilibrium Propagation: Bridging the Gap Between Energy-Based Models and Backpropagation.

How to Train an Oscillator Ising Machine using Equilibrium Propagation Equilibrium Propagation: Bridging the Gap Between Energy-Based Models and Backpropagation

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-16T01:10:26.511291Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e34b44b-4de6-4f01-a0f0-9c32d74c7746 · outbound

This paper cites Scaling Equilibrium Propagation to Deep ConvNets by Drastically Reducing its Gradient Estimator Bias.

How to Train an Oscillator Ising Machine using Equilibrium Propagation Scaling Equilibrium Propagation to Deep ConvNets by Drastically Reducing its Gradient Estimator Bias

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-16T01:10:26.515456Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 49eedfd1-882a-44ec-b262-c786237459ac · outbound

This paper cites Backpropagation through time: what it does and how to do it,.

How to Train an Oscillator Ising Machine using Equilibrium Propagation Backpropagation through time: what it does and how to do it,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T01:10:26.779906Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation fde9de1f-ffe2-4ed8-91a0-7c44f8c1fb4a · outbound

This paper cites Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification.

How to Train an Oscillator Ising Machine using Equilibrium Propagation Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-16T01:10:26.527796Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 076ee5a6-3de9-49be-9f7f-88d0f6000f6e · outbound

This paper cites Gradient-based learning applied to document recognition,.

How to Train an Oscillator Ising Machine using Equilibrium Propagation Gradient-based learning applied to document recognition,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T01:10:26.756383Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 87329067-15d0-4a40-8dec-2c9839b80658 · outbound

This paper cites Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning Algorithms,.

How to Train an Oscillator Ising Machine using Equilibrium Propagation Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning Algorithms,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T01:10:26.745462Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation fd1d850a-8ded-4c6e-b4a1-201f62dc9381 · outbound

This paper cites Updates of Equilibrium Prop Match Gradients of Backprop Through Time in an RNN with Static Input.

How to Train an Oscillator Ising Machine using Equilibrium Propagation Updates of Equilibrium Prop Match Gradients of Backprop Through Time in an RNN with Static Input

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-16T01:10:26.538902Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6dec71b1-ccd9-43e9-9c6a-173a9174bddc · outbound

This paper cites Training Deep Boltzmann Networks with Sparse Ising Machines.

How to Train an Oscillator Ising Machine using Equilibrium Propagation Training Deep Boltzmann Networks with Sparse Ising Machines

Reference 16

Resolution: verified exact; local_arxiv, observed 2026-08-16T01:10:26.632763Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 052d3c70-3034-46d9-8a37-8e30d3106df8 · outbound

This paper cites Temporal Spike Sequence Learning via Backpropagation for Deep Spiking Neural Networks,.

How to Train an Oscillator Ising Machine using Equilibrium Propagation Temporal Spike Sequence Learning via Backpropagation for Deep Spiking Neural Networks,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T01:10:26.733648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 4031426c-c624-41c6-8cc3-9698fb02bb70 · outbound

This paper cites Experiments with an oscillator based Ising machine.

How to Train an Oscillator Ising Machine using Equilibrium Propagation Experiments with an oscillator based Ising machine

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-16T01:10:26.550317Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd51901d-5a76-45d0-aefe-1b2f181f696b · outbound

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

How to Train an Oscillator Ising Machine using Equilibrium Propagation An integrated coupled oscillator network to solve optimization problems,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T01:10:26.720804Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 021997fa-8e30-4bfd-a50f-593ff3663f29 · outbound

This paper cites Available: https://ieeexplore.ieee.org/document/58337.

How to Train an Oscillator Ising Machine using Equilibrium Propagation Available: https://ieeexplore.ieee.org/document/58337

Reference 1990

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T01:10:26.767735Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Pith citing papers

Observation 61c08f1a-21e4-41ca-9d5e-2dee7c954fb6 · inbound

The Phase Is the Gradient: Equilibrium Propagation for Frequency Learning in Kuramoto Networks cites this paper.

The Phase Is the Gradient: Equilibrium Propagation for Frequency Learning in Kuramoto Networks How to Train an Oscillator Ising Machine using Equilibrium Propagation

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-11T09:41:04.755157Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.