Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-14T11:47:11.023535Z
Paper Citation Record · LEDGER
Efficient Cross-Validation of Echo State Networks
As of 16 August 2026, this Paper Citation Record lists 10 of 10 outbound references and 0 inbound Pith citation observations for arXiv:1908.08450.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
10 of 10 outbound references displayed
- verified exact0
- verified fuzzy10
- unresolved0
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 9f786f04-c867-4f2d-930c-a4e57c1438e6 · outbound
This paper cites echo state.
Efficient Cross-Validation of Echo State Networks echo state
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T11:47:11.160383Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 3fd5c672-42df-49d3-8af9-538f77712985 · outbound
This paper cites Harnessing nonlinearity: predicting chaotic sys- tems and saving energy in wireless communication.Science, 304(5667):78–80, 2004.
Efficient Cross-Validation of Echo State Networks Harnessing nonlinearity: predicting chaotic sys- tems and saving energy in wireless communication.Science, 304(5667):78–80, 2004
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T11:47:11.149533Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation f27cf44d-9a5e-4f8c-914a-6d4517808548 · outbound
This paper cites Echo state network.
Efficient Cross-Validation of Echo State Networks Echo state network
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T11:47:11.138496Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation db705773-465b-4f94-96f9-5cb135db8db2 · outbound
This paper cites Reservoir computing approaches to re- current neural network training.
Efficient Cross-Validation of Echo State Networks Reservoir computing approaches to re- current neural network training
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T11:47:11.127416Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation e04cc5fe-e034-4477-bd29-bedd7ec10288 · outbound
This paper cites Cross-validatory choice and assessment of statistical predictions.
Efficient Cross-Validation of Echo State Networks Cross-validatory choice and assessment of statistical predictions
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T11:47:11.115570Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation daca6820-e089-4643-8f42-603ec512378b · outbound
This paper cites A practical guide to applying echo state networks.
Efficient Cross-Validation of Echo State Networks A practical guide to applying echo state networks
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T11:47:11.102996Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 1e2ca3ab-7b4b-4db0-965d-28cfda2de543 · outbound
This paper cites Yildiz, Herbert Jaeger, and Stefan J.
Efficient Cross-Validation of Echo State Networks Yildiz, Herbert Jaeger, and Stefan J
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T11:47:11.091674Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 97e62784-8098-4ca7-a333-b7538b984f25 · outbound
This paper cites A note on the validity of cross-validation for evaluating autoregressive time series prediction.Computational Statistics & Data Analysis , 120:70–83, 2018.
Efficient Cross-Validation of Echo State Networks A note on the validity of cross-validation for evaluating autoregressive time series prediction.Computational Statistics & Data Analysis , 120:70–83, 2018
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T11:47:11.078635Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation afae45a6-13b0-4e07-9010-bfdc9e54e9b8 · outbound
This paper cites Short-term electricity demand forecasting using double seasonal ex- ponential smoothing.
Efficient Cross-Validation of Echo State Networks Short-term electricity demand forecasting using double seasonal ex- ponential smoothing
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T11:47:11.067216Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 871f0e48-c94c-4de3-8325-96e1c530d107 · outbound
This paper cites Optimiza- tion and applications of echo state networks with leaky-integrator neurons.
Efficient Cross-Validation of Echo State Networks Optimiza- tion and applications of echo state networks with leaky-integrator neurons
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T11:47:11.055276Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Pith citing papers
No inbound Pith citation observations are available.