Paper Citation Record · LEDGER

High-Speed Time Series Prediction with a GHz-rate Photonic Spiking Neural Network built with a single VCSEL

As of 12 August 2026, this Paper Citation Record lists 42 of 42 outbound references and 0 inbound Pith citation observations for arXiv:2412.09233.

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

pith.paper-citation-record.v1
2412.09233 v1

Coverage vector

measured 42 of 42 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T17:18:28.752365Z

measured 42 of 42 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+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

42 of 42 outbound references displayed

verified exact18
verified fuzzy5
unresolved14
parse uncertain0
malformed identifier4
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1cc05fe1-0647-48b7-ab03-43ccbef82486 · outbound

This paper cites Efficient Neuromorphic Signal Processing with Resonator Neurons,.

High-Speed Time Series Prediction with a GHz-rate Photonic Spiking Neural Network built with a single VCSEL Efficient Neuromorphic Signal Processing with Resonator Neurons,

Reference 1

Resolution: malformed identifier; doi_truncated, observed 2026-08-11T17:18:29.887887Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation fbbbcfe6-79c3-47e4-8742-76091d0b325b · outbound

This paper cites TrueNorth: Accelerating From Zero to 64 Million Neurons in 10 Years,.

High-Speed Time Series Prediction with a GHz-rate Photonic Spiking Neural Network built with a single VCSEL TrueNorth: Accelerating From Zero to 64 Million Neurons in 10 Years,

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-11T17:18:27.812040Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4dfe411f-fe37-4738-8513-e433dd2437a1 · outbound

This paper cites The SpiNNaker 2 Processing Element Architecture for Hybrid Digital Neuromorphic Computing.

High-Speed Time Series Prediction with a GHz-rate Photonic Spiking Neural Network built with a single VCSEL The SpiNNaker 2 Processing Element Architecture for Hybrid Digital Neuromorphic Computing

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-11T17:18:27.824539Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2886d94a-8355-4fbd-9a8a-3eeb699b367b · outbound

This paper cites The BrainScaleS-2 accelerated neuromorphic system with hybrid plasticity.

High-Speed Time Series Prediction with a GHz-rate Photonic Spiking Neural Network built with a single VCSEL The BrainScaleS-2 accelerated neuromorphic system with hybrid plasticity

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-11T17:18:27.865258Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 420b08e5-36c7-4b07-a17d-15bba1f68000 · outbound

This paper cites Opportunities for neuromorphic computing algorithms and applications,.

High-Speed Time Series Prediction with a GHz-rate Photonic Spiking Neural Network built with a single VCSEL Opportunities for neuromorphic computing algorithms and applications,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-11T17:18:27.877701Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8fb70409-2f3b-4dbd-8f59-85cda60699fe · outbound

This paper cites 2022 roadmap on neuromorphic computing and engineering,.

High-Speed Time Series Prediction with a GHz-rate Photonic Spiking Neural Network built with a single VCSEL 2022 roadmap on neuromorphic computing and engineering,

Reference 6

Resolution: malformed identifier; no resolver link, observed 2026-08-11T17:18:27.883178Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eb9a5a68-fff3-41c2-a281-6b6649f2567a · outbound

This paper cites An optical neural chip for implementing complex-valued neural network,.

High-Speed Time Series Prediction with a GHz-rate Photonic Spiking Neural Network built with a single VCSEL An optical neural chip for implementing complex-valued neural network,

Reference 7

Resolution: malformed identifier; no resolver link, observed 2026-08-11T17:18:27.889579Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d8fa30c4-c231-4f31-9e01-998d84303ff4 · outbound

This paper cites All-optical spiking neurosynaptic networks with self-learning capabilities,.

High-Speed Time Series Prediction with a GHz-rate Photonic Spiking Neural Network built with a single VCSEL All-optical spiking neurosynaptic networks with self-learning capabilities,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T17:18:31.089770Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 0145c23e-343d-41b1-8760-2f3a9e3f7729 · outbound

This paper cites Photonic Computing With Single and Coupled Spiking Micropillar Lasers,.

High-Speed Time Series Prediction with a GHz-rate Photonic Spiking Neural Network built with a single VCSEL Photonic Computing With Single and Coupled Spiking Micropillar Lasers,

Reference 10

Resolution: metadata mismatch; raw_fallback, observed 2026-08-11T17:18:30.582408Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation b48f6c83-e025-42a2-b183-273a8e8ae3d1 · outbound

This paper cites Deep Learning with Coherent VCSEL Neural Networks.

High-Speed Time Series Prediction with a GHz-rate Photonic Spiking Neural Network built with a single VCSEL Deep Learning with Coherent VCSEL Neural Networks

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-11T17:18:27.913169Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a24db624-2d43-458c-8990-3272f70aa113 · outbound

This paper cites Controllable spiking patterns in long-wavelength vertical cavity surface emitting lasers for neuromorphic photonics systems,.

High-Speed Time Series Prediction with a GHz-rate Photonic Spiking Neural Network built with a single VCSEL Controllable spiking patterns in long-wavelength vertical cavity surface emitting lasers for neuromorphic photonics systems,

Reference 12

Resolution: verified exact; doi, observed 2026-08-11T17:18:29.827783Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation a7b69661-bec9-4687-8c07-3860f5700198 · outbound

This paper cites Towards Neuromorphic Photonic Networks of Ultrafast Spiking Laser Neurons,.

High-Speed Time Series Prediction with a GHz-rate Photonic Spiking Neural Network built with a single VCSEL Towards Neuromorphic Photonic Networks of Ultrafast Spiking Laser Neurons,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-11T17:18:27.926972Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed29ef9f-e655-4697-adf1-5a06ecbd3275 · outbound

This paper cites Ultrafast optical integration and pattern classification for neuromorphic photonics based on spiking VCSEL neurons,.

High-Speed Time Series Prediction with a GHz-rate Photonic Spiking Neural Network built with a single VCSEL Ultrafast optical integration and pattern classification for neuromorphic photonics based on spiking VCSEL neurons,

Reference 14

Resolution: verified exact; doi, observed 2026-08-11T17:18:29.806333Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation c18b4130-4ff9-4b9c-b14d-bbe6419ad993 · outbound

This paper cites Spike-based information encoding in vertical cavity surface emitting lasers for neuromorphic photonic systems,.

High-Speed Time Series Prediction with a GHz-rate Photonic Spiking Neural Network built with a single VCSEL Spike-based information encoding in vertical cavity surface emitting lasers for neuromorphic photonic systems,

Reference 15

Resolution: verified exact; doi, observed 2026-08-11T17:18:29.741444Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 16289244-227e-4057-bf57-eb5806adafb6 · outbound

This paper cites Experimental demonstration of pyramidal neuron-like dynamics dominated by dendritic action potentials based on a VCSEL for all-optical XOR classification task,.

High-Speed Time Series Prediction with a GHz-rate Photonic Spiking Neural Network built with a single VCSEL Experimental demonstration of pyramidal neuron-like dynamics dominated by dendritic action potentials based on a VCSEL for all-optical XOR classification task,

Reference 16

Resolution: verified exact; doi, observed 2026-08-11T17:18:29.534644Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation e030c591-a58a-4f4b-b5c7-e7c1005bc14f · outbound

This paper cites All-optical neuromorphic binary convolution with a spiking VCSEL neuron for image gradient magnitudes,.

High-Speed Time Series Prediction with a GHz-rate Photonic Spiking Neural Network built with a single VCSEL All-optical neuromorphic binary convolution with a spiking VCSEL neuron for image gradient magnitudes,

Reference 18

Resolution: verified exact; doi, observed 2026-08-11T17:18:29.481354Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 91816731-af08-41da-9e87-cf1026abf1fc · outbound

This paper cites Image edge detection with a photonic spiking VCSEL-neuron,.

High-Speed Time Series Prediction with a GHz-rate Photonic Spiking Neural Network built with a single VCSEL Image edge detection with a photonic spiking VCSEL-neuron,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T17:18:31.065391Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation de6c4742-949f-4e7f-9ea5-17059e0f0439 · outbound

This paper cites Neuromorphic encoding of image pixel data into rate-coded optical spike trains with a photonic VCSEL-neuron,.

High-Speed Time Series Prediction with a GHz-rate Photonic Spiking Neural Network built with a single VCSEL Neuromorphic encoding of image pixel data into rate-coded optical spike trains with a photonic VCSEL-neuron,

Reference 20

Resolution: verified exact; doi, observed 2026-08-11T17:18:29.409890Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 857fd0ef-336b-4470-a4f0-6bfe48852fe1 · outbound

This paper cites Information processing using a single dynamical node as complex system,.

High-Speed Time Series Prediction with a GHz-rate Photonic Spiking Neural Network built with a single VCSEL Information processing using a single dynamical node as complex system,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-11T17:18:28.286465Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 992c5df7-82b5-42a8-b153-7367a7395c14 · outbound

This paper cites Reservoir computing based on a silicon microring and time multiplexing for binary and analog operations,.

High-Speed Time Series Prediction with a GHz-rate Photonic Spiking Neural Network built with a single VCSEL Reservoir computing based on a silicon microring and time multiplexing for binary and analog operations,

Reference 22

Resolution: verified exact; doi, observed 2026-08-11T17:18:29.260503Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 22624e0e-27c2-4af2-900c-511243362e42 · outbound

This paper cites Microring resonators with external optical feedback for time delay reservoir computing,.

High-Speed Time Series Prediction with a GHz-rate Photonic Spiking Neural Network built with a single VCSEL Microring resonators with external optical feedback for time delay reservoir computing,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T17:18:31.044367Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation f88fcd80-bf4a-4fc9-bcaa-2d9103ed5d38 · outbound

This paper cites Effects of cavity nonlinearities and linear losses on silicon microring-based reservoir computing.

High-Speed Time Series Prediction with a GHz-rate Photonic Spiking Neural Network built with a single VCSEL Effects of cavity nonlinearities and linear losses on silicon microring-based reservoir computing

Reference 24

Resolution: verified exact; local_arxiv, observed 2026-08-11T17:18:29.183119Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 251838f0-ce64-46ec-9c22-8dbc4277296d · outbound

This paper cites Compact reservoir computing with a photonic integrated circuit,.

High-Speed Time Series Prediction with a GHz-rate Photonic Spiking Neural Network built with a single VCSEL Compact reservoir computing with a photonic integrated circuit,

Reference 25

Resolution: verified exact; doi, observed 2026-08-11T17:18:29.141747Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation f5fbb366-595e-4de3-9180-06fb8c31c58c · outbound

This paper cites Scalable reservoir computing on coherent linear photonic processor,.

High-Speed Time Series Prediction with a GHz-rate Photonic Spiking Neural Network built with a single VCSEL Scalable reservoir computing on coherent linear photonic processor,

Reference 26

Resolution: malformed identifier; no resolver link, observed 2026-08-11T17:18:28.312731Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c97671d3-1f10-431e-a1dd-8a5455ff7a32 · outbound

This paper cites Enhanced performance of a reservoir computer using polarization dynamics in VCSELs,.

High-Speed Time Series Prediction with a GHz-rate Photonic Spiking Neural Network built with a single VCSEL Enhanced performance of a reservoir computer using polarization dynamics in VCSELs,

Reference 27

Resolution: verified exact; doi, observed 2026-08-11T17:18:29.099187Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 9a424ca9-4f56-47e0-87a8-6c3d7d178912 · outbound

This paper cites Enhanced performance of reservoir computing using multiple self-injection and mutual injection vcsels,.

High-Speed Time Series Prediction with a GHz-rate Photonic Spiking Neural Network built with a single VCSEL Enhanced performance of reservoir computing using multiple self-injection and mutual injection vcsels,

Reference 28

Resolution: verified exact; raw_fallback, observed 2026-08-11T17:18:30.401052Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 7f4c8e6d-d0bc-4195-a2db-4e83bef26328 · outbound

This paper cites A complete, parallel and autonomous photonic neural network in a semiconductor multimode laser,.

High-Speed Time Series Prediction with a GHz-rate Photonic Spiking Neural Network built with a single VCSEL A complete, parallel and autonomous photonic neural network in a semiconductor multimode laser,

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-11T17:18:28.330330Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3829d47c-6610-4789-9dc8-9a0f757c03ab · outbound

This paper cites Computational metrics and parameters of an injection-locked large area semiconductor laser for neural network computing.

High-Speed Time Series Prediction with a GHz-rate Photonic Spiking Neural Network built with a single VCSEL Computational metrics and parameters of an injection-locked large area semiconductor laser for neural network computing

Reference 30

Resolution: verified exact; local_arxiv, observed 2026-08-11T17:18:30.289576Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation a01ef5a4-8b39-40f4-b1d0-20248b8f03d9 · outbound

This paper cites Experimental realization of dual task processing with a photonic reservoir computer,.

High-Speed Time Series Prediction with a GHz-rate Photonic Spiking Neural Network built with a single VCSEL Experimental realization of dual task processing with a photonic reservoir computer,

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-11T17:18:28.343094Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aeca9ded-53b1-4cbe-9730-fc6dc4b7e1f9 · outbound

This paper cites Comprehensive Performance Analysis of a VCSEL- Based Photonic Reservoir Computer,.

High-Speed Time Series Prediction with a GHz-rate Photonic Spiking Neural Network built with a single VCSEL Comprehensive Performance Analysis of a VCSEL- Based Photonic Reservoir Computer,

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-11T17:18:28.348417Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 82488322-9a3e-434d-8220-3d8b9dc59767 · outbound

This paper cites Photonic neuromorphic computing using vertical cavity semiconductor lasers,.

High-Speed Time Series Prediction with a GHz-rate Photonic Spiking Neural Network built with a single VCSEL Photonic neuromorphic computing using vertical cavity semiconductor lasers,

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-11T17:18:28.354078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bed85498-6c0d-487a-a45b-aac904476d66 · outbound

This paper cites Ghz rate neuromorphic photonic spiking neural network with a single vertical-cavity surface-emitting laser (vcsel),.

High-Speed Time Series Prediction with a GHz-rate Photonic Spiking Neural Network built with a single VCSEL Ghz rate neuromorphic photonic spiking neural network with a single vertical-cavity surface-emitting laser (vcsel),

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-11T17:18:28.359988Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d84fc5ac-9970-450e-b6b0-b21b518e877b · outbound

This paper cites Photonic spiking neural networks with highly efficient training protocols for ultrafast neuromorphic computing systems,.

High-Speed Time Series Prediction with a GHz-rate Photonic Spiking Neural Network built with a single VCSEL Photonic spiking neural networks with highly efficient training protocols for ultrafast neuromorphic computing systems,

Reference 35

Resolution: verified exact; doi, observed 2026-08-11T17:18:28.949727Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 23a04b17-bdbc-4a84-a6ec-b6bc7b6a00d7 · outbound

This paper cites Reservoir Computing with Delayed Input for Fast and Easy Optimisation,.

High-Speed Time Series Prediction with a GHz-rate Photonic Spiking Neural Network built with a single VCSEL Reservoir Computing with Delayed Input for Fast and Easy Optimisation,

Reference 36

Resolution: verified exact; doi, observed 2026-08-11T17:18:28.900271Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 5fbec157-018d-4875-be21-5befed760113 · outbound

This paper cites Role of delay-times in delay-based photonic reservoir computing [Invited],.

High-Speed Time Series Prediction with a GHz-rate Photonic Spiking Neural Network built with a single VCSEL Role of delay-times in delay-based photonic reservoir computing [Invited],

Reference 37

Resolution: verified exact; doi, observed 2026-08-11T17:18:28.876699Z

Source-reported events for the cited work

correction dated 2022-04-12. Source: crossref record 10.1364/ome.461270->10.1364/ome.451016:correction, observed 2026-07-11T03:01:32.237603+00:00. This notice travels one citation hop only.

Observation f933abb1-0b7e-496b-afb0-c7d4137b0128 · outbound

This paper cites Improving time series recognition and prediction with networks and ensembles of passive photonic reservoirs,.

High-Speed Time Series Prediction with a GHz-rate Photonic Spiking Neural Network built with a single VCSEL Improving time series recognition and prediction with networks and ensembles of passive photonic reservoirs,

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-11T17:18:28.475119Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c734f875-1cef-4c88-ab6b-687faa07c5a4 · outbound

This paper cites Enhanced performances of photonic reservoir computing using a semiconductor laser with random distributed optical feedback,.

High-Speed Time Series Prediction with a GHz-rate Photonic Spiking Neural Network built with a single VCSEL Enhanced performances of photonic reservoir computing using a semiconductor laser with random distributed optical feedback,

Reference 39

Resolution: verified exact; doi, observed 2026-08-11T17:18:28.853249Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 88b574d1-6917-4549-90a3-4b8e1d593f0a · outbound

This paper cites Next generation reservoir computing,.

High-Speed Time Series Prediction with a GHz-rate Photonic Spiking Neural Network built with a single VCSEL Next generation reservoir computing,

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T17:18:31.021027Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation da75621e-2b73-4944-8e7f-7100475630e9 · outbound

This paper cites Hülser, F.

High-Speed Time Series Prediction with a GHz-rate Photonic Spiking Neural Network built with a single VCSEL Hülser, F

Reference 41

Resolution: verified exact; doi, observed 2026-08-11T17:18:28.830835Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation eba68786-9b3a-4287-8dda-fa93e0ef3372 · outbound

This paper cites Reducing reservoir computer hyperparameter dependence by external timescale tailoring,.

High-Speed Time Series Prediction with a GHz-rate Photonic Spiking Neural Network built with a single VCSEL Reducing reservoir computer hyperparameter dependence by external timescale tailoring,

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T17:18:30.977037Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 70dffa86-c382-45a2-a2d4-a90ca9fc0710 · outbound

This paper cites an unresolved cited work.

High-Speed Time Series Prediction with a GHz-rate Photonic Spiking Neural Network built with a single VCSEL Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:18:30.900404Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 5e5cdc29-2add-4171-aa4e-32251fc62611 · outbound

This paper cites [Online].

High-Speed Time Series Prediction with a GHz-rate Photonic Spiking Neural Network built with a single VCSEL [Online]

Reference 4087

Resolution: verified exact; doi, observed 2026-08-11T17:18:29.503175Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Pith citing papers

No inbound Pith citation observations are available.