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Paper Citation Record · LEDGER

From EEG Cleaning to Decoding: The Role of Artifact Rejection in MI-based BCIs

As of 3 August 2026, this Paper Citation Record lists 39 of 39 outbound references and 0 inbound Pith citation observations for arXiv:2605.12408.

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

pith.paper-citation-record.v1
2605.12408 v2

Coverage vector

measured 39 of 39 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-25T06:16:51.199802Z

measured 39 of 39 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-03T06:30:56.289259+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

39 of 39 outbound references displayed

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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c5c3b5a6-50d8-44a7-99ed-2537797edd64 · outbound

This paper cites An EEG- based brain-computer interface for cursor control.

From EEG Cleaning to Decoding: The Role of Artifact Rejection in MI-based BCIs An EEG- based brain-computer interface for cursor control

Reference 1

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Observation 83d975f7-84ad-48b6-97c9-a6f6608e5eb2 · outbound

This paper cites Review on motor imagery based BCI systems for upper limb post-stroke neurore- habilitation: From designing to application.

From EEG Cleaning to Decoding: The Role of Artifact Rejection in MI-based BCIs Review on motor imagery based BCI systems for upper limb post-stroke neurore- habilitation: From designing to application

Reference 2

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Observation b2f63a0a-49d8-4180-b06f-af2b50038c19 · outbound

This paper cites Five-class motor imagery BCI classification and its application to brain-controlled wheelchairs.

From EEG Cleaning to Decoding: The Role of Artifact Rejection in MI-based BCIs Five-class motor imagery BCI classification and its application to brain-controlled wheelchairs

Reference 3

Resolution
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Observation 9fdc8dcf-238a-48b2-b4ee-4d13cca741f1 · outbound

This paper cites Adaptable Neuro- physiological Biometric Authentication System and Method.

From EEG Cleaning to Decoding: The Role of Artifact Rejection in MI-based BCIs Adaptable Neuro- physiological Biometric Authentication System and Method

Reference 4

Resolution
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Observation d96e9567-ab1f-485e-a182-361e3e3e2c58 · outbound

This paper cites A comprehen- sive review of EEG-based brain-computer interface paradigms.

From EEG Cleaning to Decoding: The Role of Artifact Rejection in MI-based BCIs A comprehen- sive review of EEG-based brain-computer interface paradigms

Reference 5

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

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Observation ba6cc6fd-3398-4261-a0ca-e09970a0d703 · outbound

This paper cites A survey of signal processing algorithms in brain-computer interfaces based on electrical brain signals.

From EEG Cleaning to Decoding: The Role of Artifact Rejection in MI-based BCIs A survey of signal processing algorithms in brain-computer interfaces based on electrical brain signals

Reference 6

Resolution
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Source-reported events for the cited work

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Observation 7c1ce55d-d4e9-4034-aeba-02423f74eb27 · outbound

This paper cites Review of challenges associated with the EEG artifact removal methods.

From EEG Cleaning to Decoding: The Role of Artifact Rejection in MI-based BCIs Review of challenges associated with the EEG artifact removal methods

Reference 7

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

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Observation 7c07c751-62dc-45b1-b7de-1852109644e9 · outbound

This paper cites Improved Riemannian potato field: An automatic artifact rejection method for EEG.

From EEG Cleaning to Decoding: The Role of Artifact Rejection in MI-based BCIs Improved Riemannian potato field: An automatic artifact rejection method for EEG

Reference 8

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

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Observation 7ed85567-d5a2-4e4c-ab02-2b674cf4c3be · outbound

This paper cites Methods for artifact detection and removal from scalp EEG: A review.

From EEG Cleaning to Decoding: The Role of Artifact Rejection in MI-based BCIs Methods for artifact detection and removal from scalp EEG: A review

Reference 9

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Source-reported events for the cited work

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Observation 35f76b9b-ecfe-4045-bcea-302a3673234e · outbound

This paper cites Removal of artifacts from EEG signals: a review.

From EEG Cleaning to Decoding: The Role of Artifact Rejection in MI-based BCIs Removal of artifacts from EEG signals: a review

Reference 10

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Observation 088e594f-638b-49eb-9e11-e5a7c0a2beae · outbound

This paper cites Investigating effects of different artefact types on motor imagery BCI.

From EEG Cleaning to Decoding: The Role of Artifact Rejection in MI-based BCIs Investigating effects of different artefact types on motor imagery BCI

Reference 11

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Source-reported events for the cited work

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Observation 58b7bc03-00d2-4cf0-a485-d344ff64e936 · outbound

This paper cites The effect of processing techniques on the classification accuracy of brain-computer interface systems.

From EEG Cleaning to Decoding: The Role of Artifact Rejection in MI-based BCIs The effect of processing techniques on the classification accuracy of brain-computer interface systems

Reference 12

Resolution
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Source-reported events for the cited work

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Observation c701f491-18a2-4c9c-95bd-38367389979c · outbound

This paper cites An improved feature extraction algorithms of EEG signals based on motor imagery brain-computer interface.

From EEG Cleaning to Decoding: The Role of Artifact Rejection in MI-based BCIs An improved feature extraction algorithms of EEG signals based on motor imagery brain-computer interface

Reference 13

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Source-reported events for the cited work

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Observation a7ce7542-caa6-44ac-9fbd-e62aba17b724 · outbound

This paper cites Comparison of two methods of removing EOG artifacts for use in a motor imagery-based brain computer interface.

From EEG Cleaning to Decoding: The Role of Artifact Rejection in MI-based BCIs Comparison of two methods of removing EOG artifacts for use in a motor imagery-based brain computer interface

Reference 14

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Source-reported events for the cited work

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Observation 460ddcbb-74c8-4096-8a80-926ac0cbc412 · outbound

This paper cites Subject-dependent artifact removal for enhancing motor imagery classi- fier performance under poor skills.

From EEG Cleaning to Decoding: The Role of Artifact Rejection in MI-based BCIs Subject-dependent artifact removal for enhancing motor imagery classi- fier performance under poor skills

Reference 15

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

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Observation f224ad66-b2e2-4a25-b8ab-59e0fbb4b6a6 · outbound

This paper cites Removing electroencephalographic ar- tifacts by blind source separation.

From EEG Cleaning to Decoding: The Role of Artifact Rejection in MI-based BCIs Removing electroencephalographic ar- tifacts by blind source separation

Reference 16

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Source-reported events for the cited work

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Observation 030c49c5-69b0-4f64-ba65-7017f2c7842c · outbound

This paper cites EEG is better left alone.

From EEG Cleaning to Decoding: The Role of Artifact Rejection in MI-based BCIs EEG is better left alone

Reference 17

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Source-reported events for the cited work

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Observation ba270b8a-ef04-4422-84ae-ff63edd92146 · outbound

This paper cites EEGLAB: an open source toolbox for analysis of single-trial EEG dynamics including independent component analysis.

From EEG Cleaning to Decoding: The Role of Artifact Rejection in MI-based BCIs EEGLAB: an open source toolbox for analysis of single-trial EEG dynamics including independent component analysis

Reference 18

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Source-reported events for the cited work

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Observation 0cc2f3b9-c659-488d-b043-425bb0466b81 · outbound

This paper cites Real-time neuroimaging and cognitive monitoring using wearable dry EEG.

From EEG Cleaning to Decoding: The Role of Artifact Rejection in MI-based BCIs Real-time neuroimaging and cognitive monitoring using wearable dry EEG

Reference 19

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

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Observation cf2c81d5-2fee-4cae-a633-05730b72cdab · outbound

This paper cites MEG and EEG data analysis with MNE-Python.

From EEG Cleaning to Decoding: The Role of Artifact Rejection in MI-based BCIs MEG and EEG data analysis with MNE-Python

Reference 20

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Source-reported events for the cited work

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Observation c60c90af-383a-4856-803d-ce9330556774 · outbound

This paper cites FASTER: fully automated statistical thresholding for EEG artifact rejection.

From EEG Cleaning to Decoding: The Role of Artifact Rejection in MI-based BCIs FASTER: fully automated statistical thresholding for EEG artifact rejection

Reference 21

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Source-reported events for the cited work

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Observation 67dfcfb2-6a9a-472d-9373-d6cfcb626a14 · outbound

This paper cites Autoreject: automated artifact rejection for MEG and EEG data.

From EEG Cleaning to Decoding: The Role of Artifact Rejection in MI-based BCIs Autoreject: automated artifact rejection for MEG and EEG data

Reference 22

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

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Observation d780aa09-7c64-4c7e-9875-6e48c623a702 · outbound

This paper cites Reliable and fast automatic artifact rejection of long-term EEG recordings based on Isolation Forest.

From EEG Cleaning to Decoding: The Role of Artifact Rejection in MI-based BCIs Reliable and fast automatic artifact rejection of long-term EEG recordings based on Isolation Forest

Reference 23

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

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Observation 0be48555-5535-4523-8f08-11b02e3487b3 · outbound

This paper cites The Riemannian Potato: an automatic and adaptive artifact detection method for online experiments using Riemannian geometry.

From EEG Cleaning to Decoding: The Role of Artifact Rejection in MI-based BCIs The Riemannian Potato: an automatic and adaptive artifact detection method for online experiments using Riemannian geometry

Reference 24

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

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Observation ceef61a6-8c2e-4a43-98e7-9ae7ece4d086 · outbound

This paper cites The Rieman- nian potato field: a tool for online signal quality index of EEG.

From EEG Cleaning to Decoding: The Role of Artifact Rejection in MI-based BCIs The Rieman- nian potato field: a tool for online signal quality index of EEG

Reference 25

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

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Observation f6752eac-7d1a-4fce-aebf-698c03422918 · outbound

This paper cites An automatic Riemannian artifact rejection method for P300-based BCIs.

From EEG Cleaning to Decoding: The Role of Artifact Rejection in MI-based BCIs An automatic Riemannian artifact rejection method for P300-based BCIs

Reference 26

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

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Observation 35b9a3d9-8fc2-4fb8-b216-16f60636d336 · outbound

This paper cites Good data? The EEG Quality Index for automated assessment of signal quality.

From EEG Cleaning to Decoding: The Role of Artifact Rejection in MI-based BCIs Good data? The EEG Quality Index for automated assessment of signal quality

Reference 27

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

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Observation c1da6acd-754f-4f6b-a61c-0c5a8593906a · outbound

This paper cites The effects of electrode impedance on data quality and statistical significance in ERP recordings.

From EEG Cleaning to Decoding: The Role of Artifact Rejection in MI-based BCIs The effects of electrode impedance on data quality and statistical significance in ERP recordings

Reference 28

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

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Observation 27c022ac-8f2d-4258-bb64-483b2ae9c051 · outbound

This paper cites Complexity analysis of EEG, MEG, and fMRI in mild cognitive impairment and Alzheimer’s disease: A review.

From EEG Cleaning to Decoding: The Role of Artifact Rejection in MI-based BCIs Complexity analysis of EEG, MEG, and fMRI in mild cognitive impairment and Alzheimer’s disease: A review

Reference 29

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-25T06:16:51.199802Z digest=sha256:2371ae0160bea8422c84ee5a3bf789274cc0105f5a3f1e9797a1c2529f352a71

Observation be301797-d545-4267-91b6-82d0787c2928 · outbound

This paper cites Najimet al.,Stochastic Processes: Estimation, Optimisation and Analysis.

From EEG Cleaning to Decoding: The Role of Artifact Rejection in MI-based BCIs Najimet al.,Stochastic Processes: Estimation, Optimisation and Analysis

Reference 30

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

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Observation a5e0b544-5c8e-42b1-b53c-6f9f0cbea31b · outbound

This paper cites Enhanced detection of arti- facts in EEG data using higher-order statistics and independent component analysis.

From EEG Cleaning to Decoding: The Role of Artifact Rejection in MI-based BCIs Enhanced detection of arti- facts in EEG data using higher-order statistics and independent component analysis

Reference 31

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

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Observation 61c8e444-de7e-4f1e-90b7-5c753fa6a1aa · outbound

This paper cites Evaluation of artifact subspace reconstruction for automatic artifact components removal in multi-channel EEG recordings.

From EEG Cleaning to Decoding: The Role of Artifact Rejection in MI-based BCIs Evaluation of artifact subspace reconstruction for automatic artifact components removal in multi-channel EEG recordings

Reference 32

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-25T06:16:51.199802Z digest=sha256:3575000578433bb9327bb631aa0bc01b868b558dd08981b9465372ccffa1428f

Observation 8bf6c9b5-147f-4f18-a7e8-f50481f1fdb7 · outbound

This paper cites Developing brain vital signs: Initial framework for monitoring brain function changes over time.

From EEG Cleaning to Decoding: The Role of Artifact Rejection in MI-based BCIs Developing brain vital signs: Initial framework for monitoring brain function changes over time

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-05-25T06:20:25.643534Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-25T06:16:51.199802Z digest=sha256:961fc4fe264826636cf48910dc9d603a89a80e15304ec9e0c4fcfab2dd8702be

Observation 9101ca82-eedf-4f9e-93f2-f5cfbcf7626b · outbound

This paper cites Finding a ‘Kneedle’ in a haystack: Detecting knee points in system behavior.

From EEG Cleaning to Decoding: The Role of Artifact Rejection in MI-based BCIs Finding a ‘Kneedle’ in a haystack: Detecting knee points in system behavior

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-05-25T06:20:25.632429Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-25T06:16:51.199802Z digest=sha256:3f4a210ee434da2e1d1200244f02c19ae78cb277d8aa07762eae84d159f08dcc

Observation 10939e74-a349-4e42-82e7-4346253c86da · outbound

This paper cites Kneeliverse: A universal knee- detection library for performance curves.

From EEG Cleaning to Decoding: The Role of Artifact Rejection in MI-based BCIs Kneeliverse: A universal knee- detection library for performance curves

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-05-25T06:20:25.649914Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-25T06:16:51.199802Z digest=sha256:1f41b67b3998bc0e99df178ea73293bf1e9920e2f9e291302d728fb2848f0012

Observation 7c9f6016-fe59-4a83-a76c-9c1869a61969 · outbound

This paper cites Aristimunhaet al.,Mother of All BCI Benchmarks (MOABB), ver.

From EEG Cleaning to Decoding: The Role of Artifact Rejection in MI-based BCIs Aristimunhaet al.,Mother of All BCI Benchmarks (MOABB), ver

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-05-25T06:20:25.653834Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-25T06:16:51.199802Z digest=sha256:588a9678509b385932a84c331371045128c42e972da6592f2acf6da0ee0084ac

Observation 1cd261c4-1622-4015-af55-0ec8f79d47cc · outbound

This paper cites Multiclass brain- computer interface classification by Riemannian geometry.

From EEG Cleaning to Decoding: The Role of Artifact Rejection in MI-based BCIs Multiclass brain- computer interface classification by Riemannian geometry

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-05-25T06:20:25.628625Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-25T06:16:51.199802Z digest=sha256:1983981d8ccd5faf2e8d5a5321ef332c5e1f722ebca359dce40f704079d2c220

Observation a10f4498-fb95-4c73-8df4-f770c7f69a82 · outbound

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

From EEG Cleaning to Decoding: The Role of Artifact Rejection in MI-based BCIs The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-05-25T06:20:25.659339Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-25T06:16:51.199802Z digest=sha256:599d889097db2ceaed192e08eb443ca7e6a78844ca8b5a417840dfa30720e46f

Observation f7372e92-c772-4eda-9c83-0ce397d55f48 · outbound

This paper cites Return of the GEDAI: Unsupervised EEG denoising based on leadfield filtering.

From EEG Cleaning to Decoding: The Role of Artifact Rejection in MI-based BCIs Return of the GEDAI: Unsupervised EEG denoising based on leadfield filtering

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-05-25T06:20:25.624370Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-25T06:16:51.199802Z digest=sha256:fb210d5584ecb48543f0147e9e6af28fe3bf438bff66627981059aa64bf6b174

Pith citing papers

No inbound Pith citation observations are available.