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Paper Citation Record · LEDGER

Rethinking Generalized BCIs: Benchmarking 340,000+ Unique Algorithmic Configurations for EEG Mental Command Decoding

As of 13 August 2026, this Paper Citation Record lists 3 of 3 outbound references and 0 inbound Pith citation observations for arXiv:2512.02978.

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

pith.paper-citation-record.v1
2512.02978 v1

Coverage vector

measured 3 of 3 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T18:56:06.491874Z

measured 3 of 3 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

3 of 3 outbound references displayed

  • verified exact1
  • verified fuzzy0
  • unresolved2
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 5d7b7620-d516-4abd-b6e8-1d41b306dc45 · outbound

This paper cites & Kosslyn, S.

Rethinking Generalized BCIs: Benchmarking 340,000+ Unique Algorithmic Configurations for EEG Mental Command Decoding & Kosslyn, S

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-03T18:56:06.237399Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T18:56:06.237399Z digest=sha256:6daf07077e24783fee953f85d6050ccf8556a5ced916db42a03a6a741878120d

Observation 0b59ea6c-313e-4dbe-8307-23f32050f240 · outbound

This paper cites The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark.

Rethinking Generalized BCIs: Benchmarking 340,000+ Unique Algorithmic Configurations for EEG Mental Command Decoding The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-03T18:56:06.430123Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T18:56:06.430123Z digest=sha256:71908496d8147679376fa35deca2b95efebbe289638ec4098ecf8b1614486434

Observation 02e2d90c-5fbc-4b5b-b6c9-77349d3d4bee · outbound

This paper cites First steps towards quantum machine learning applied to the classification of event-related potentials.

Rethinking Generalized BCIs: Benchmarking 340,000+ Unique Algorithmic Configurations for EEG Mental Command Decoding First steps towards quantum machine learning applied to the classification of event-related potentials

Reference 80

Resolution
verified exact
local_arxiv, observed 2026-08-03T18:59:11.542843Z

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.

source=pdf_text observed=2026-08-03T18:56:06.491874Z digest=sha256:e81b57f10ff2d7deb42c1f70bcde2a6d2f22e597b445ebb920dc5eeafc918127

Pith citing papers

No inbound Pith citation observations are available.