Paper Citation Record · LEDGER

CwA-T: A Channelwise AutoEncoder with Transformer for EEG Abnormality Detection

As of 14 August 2026, this Paper Citation Record lists 29 of 29 outbound references and 0 inbound Pith citation observations for arXiv:2412.14522.

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

pith.paper-citation-record.v1
2412.14522 v2

Coverage vector

measured 29 of 29 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T12:12:52.422729Z

measured 29 of 29 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+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

29 of 29 outbound references displayed

verified exact0
verified fuzzy24
unresolved5
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ba616b4e-5259-4f1a-9f0a-de964ee46b3a · outbound

This paper cites Global, regional, and national burden of neurological disorders, 1990–2016: a systematic analysis for the global burden of disease study 2016.

CwA-T: A Channelwise AutoEncoder with Transformer for EEG Abnormality Detection Global, regional, and national burden of neurological disorders, 1990–2016: a systematic analysis for the global burden of disease study 2016

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T12:12:52.877799Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 7c1ff0b0-d102-46d5-bfc7-ade0f420749d · outbound

This paper cites Burden of neurological disorders across the us from 1990-2017: a global burden of disease study.

CwA-T: A Channelwise AutoEncoder with Transformer for EEG Abnormality Detection Burden of neurological disorders across the us from 1990-2017: a global burden of disease study

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T12:12:52.862906Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation bc2aa4f8-7819-47cc-bf33-e39f404551b3 · outbound

This paper cites Diagnosis and prognosis of mental disorders by means of eeg and deep learning: a systematic mapping study.

CwA-T: A Channelwise AutoEncoder with Transformer for EEG Abnormality Detection Diagnosis and prognosis of mental disorders by means of eeg and deep learning: a systematic mapping study

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T12:12:52.847600Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation babaeef5-e7c5-4f14-87a9-1273c25cc2b5 · outbound

This paper cites A comprehensive survey on the detection, classification, and challenges of neurological disorders.

CwA-T: A Channelwise AutoEncoder with Transformer for EEG Abnormality Detection A comprehensive survey on the detection, classification, and challenges of neurological disorders

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T12:12:52.832698Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 4893cc86-cded-4496-b07f-4852bffb45e8 · outbound

This paper cites Feature extraction by using deep learning: A survey.

CwA-T: A Channelwise AutoEncoder with Transformer for EEG Abnormality Detection Feature extraction by using deep learning: A survey

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T12:12:52.817509Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation ff70c4f9-4726-4f0d-a76e-6503b8528706 · outbound

This paper cites Feature extraction and classification for eeg signals using wavelet transform and machine learning techniques.

CwA-T: A Channelwise AutoEncoder with Transformer for EEG Abnormality Detection Feature extraction and classification for eeg signals using wavelet transform and machine learning techniques

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T12:12:52.801548Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation ea3ee5e9-4e28-4fe4-a3bc-0b4541f4555d · outbound

This paper cites Survey on the research direction of eeg-based signal processing.

CwA-T: A Channelwise AutoEncoder with Transformer for EEG Abnormality Detection Survey on the research direction of eeg-based signal processing

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T12:12:52.785683Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 87466b56-6831-475d-aecd-e5c29612a231 · outbound

This paper cites Feature extraction of epilepsy eeg using discrete wavelet transform.

CwA-T: A Channelwise AutoEncoder with Transformer for EEG Abnormality Detection Feature extraction of epilepsy eeg using discrete wavelet transform

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T12:12:52.769832Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 12b58986-8e7a-4cce-863f-4af7197391b7 · outbound

This paper cites Classification of eeg signal using wavelet transform and support vector machine for epileptic seizure diction.

CwA-T: A Channelwise AutoEncoder with Transformer for EEG Abnormality Detection Classification of eeg signal using wavelet transform and support vector machine for epileptic seizure diction

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T12:12:52.753776Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 5253b160-8467-4b99-8772-7d44b18228c8 · outbound

This paper cites Motor imagery eeg signal classification with a multivariate time series approach.

CwA-T: A Channelwise AutoEncoder with Transformer for EEG Abnormality Detection Motor imagery eeg signal classification with a multivariate time series approach

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T12:12:52.737998Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation baa02be3-1b14-48eb-bfcd-b2cf6033088f · outbound

This paper cites Epileptic seizure detection in long-term eeg recordings by using wavelet-based directed transfer function.

CwA-T: A Channelwise AutoEncoder with Transformer for EEG Abnormality Detection Epileptic seizure detection in long-term eeg recordings by using wavelet-based directed transfer function

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T12:12:52.723130Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation e44beb56-ea5c-4264-bb1b-d456d0c7854a · outbound

This paper cites Eeg conformer: Convolutional transformer for eeg decoding and visualization.

CwA-T: A Channelwise AutoEncoder with Transformer for EEG Abnormality Detection Eeg conformer: Convolutional transformer for eeg decoding and visualization

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T12:12:52.705698Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 5d81e21a-11be-49e5-b1fa-209da319f698 · outbound

This paper cites A transformer- based approach combining deep learning network and spatial-temporal information for raw eeg classification.

CwA-T: A Channelwise AutoEncoder with Transformer for EEG Abnormality Detection A transformer- based approach combining deep learning network and spatial-temporal information for raw eeg classification

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T12:12:52.690452Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 65cc635b-bf07-4c52-a530-d788fa5262b9 · outbound

This paper cites Tc-net: A transformer capsule network for eeg-based emotion recognition.

CwA-T: A Channelwise AutoEncoder with Transformer for EEG Abnormality Detection Tc-net: A transformer capsule network for eeg-based emotion recognition

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T12:12:52.673589Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation f373a11b-19ed-4761-b216-51acc81e21b9 · outbound

This paper cites Epilepsynet: Novel automated detection of epilepsy using transformer model with eeg signals from 121 patient population.

CwA-T: A Channelwise AutoEncoder with Transformer for EEG Abnormality Detection Epilepsynet: Novel automated detection of epilepsy using transformer model with eeg signals from 121 patient population

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T12:12:52.658960Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation dce4e969-9b48-4eb3-acf7-bf0de190c0c1 · outbound

This paper cites A one-dimensional cnn-lstm model for epileptic seizure recognition using eeg signal analysis.

CwA-T: A Channelwise AutoEncoder with Transformer for EEG Abnormality Detection A one-dimensional cnn-lstm model for epileptic seizure recognition using eeg signal analysis

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T12:12:52.643361Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation fdd67280-b1e3-43d5-8ec7-6c9e3e7a404d · outbound

This paper cites A deep learning based model using rnn-lstm for the detection of schizophrenia from eeg data.

CwA-T: A Channelwise AutoEncoder with Transformer for EEG Abnormality Detection A deep learning based model using rnn-lstm for the detection of schizophrenia from eeg data

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T12:12:52.626157Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation fe52ed0c-1337-4ef8-93e5-ea7bcaac9627 · outbound

This paper cites Eeg-based emotion recognition via transformer neural architecture search.

CwA-T: A Channelwise AutoEncoder with Transformer for EEG Abnormality Detection Eeg-based emotion recognition via transformer neural architecture search

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T12:12:52.610831Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 9d068b2f-1844-4b3b-8b79-8b8ed4d3a136 · outbound

This paper cites Peeking inside the black-box: a survey on explainable artificial intelligence (xai).

CwA-T: A Channelwise AutoEncoder with Transformer for EEG Abnormality Detection Peeking inside the black-box: a survey on explainable artificial intelligence (xai)

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T12:12:52.595388Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 1c61e2cc-62a2-454c-8864-954a877804da · outbound

This paper cites MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications.

CwA-T: A Channelwise AutoEncoder with Transformer for EEG Abnormality Detection MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-11T12:12:52.379268Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d6e040d5-97be-4d04-bb39-1100893a0998 · outbound

This paper cites Mobilenetv3.

CwA-T: A Channelwise AutoEncoder with Transformer for EEG Abnormality Detection Mobilenetv3

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T12:12:52.580074Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 9a796f0f-d029-46d5-8c7e-5ed584a26d7a · outbound

This paper cites Mobile- former: Bridging mobilenet and transformer.

CwA-T: A Channelwise AutoEncoder with Transformer for EEG Abnormality Detection Mobile- former: Bridging mobilenet and transformer

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T12:12:52.565469Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation f1dbfe69-71df-49c5-a2c1-65d78f75089c · outbound

This paper cites Eegnet: a compact convolutional neural network for eeg-based brain–computer interfaces.

CwA-T: A Channelwise AutoEncoder with Transformer for EEG Abnormality Detection Eegnet: a compact convolutional neural network for eeg-based brain–computer interfaces

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-11T12:12:52.393698Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9c1b19a3-4161-4391-81b5-9c10ec81fcf0 · outbound

This paper cites Deep learning with convolutional neural networks for eeg decoding and visualization.

CwA-T: A Channelwise AutoEncoder with Transformer for EEG Abnormality Detection Deep learning with convolutional neural networks for eeg decoding and visualization

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-11T12:12:52.398572Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 84976e57-37c5-4b12-ace2-e0aa16f5a5f3 · outbound

This paper cites Attention is all you need.

CwA-T: A Channelwise AutoEncoder with Transformer for EEG Abnormality Detection Attention is all you need

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-11T12:12:52.403329Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9be3ad1e-c196-49e7-94a5-f22a7457bd7c · outbound

This paper cites Transformer quality in linear time.

CwA-T: A Channelwise AutoEncoder with Transformer for EEG Abnormality Detection Transformer quality in linear time

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-11T12:12:52.407917Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 90814d3a-3f6c-462c-b3f7-aa22927646ff · outbound

This paper cites Carrier frequency and doa estimation of sub-nyquist sampling multi-band sensor signals.

CwA-T: A Channelwise AutoEncoder with Transformer for EEG Abnormality Detection Carrier frequency and doa estimation of sub-nyquist sampling multi-band sensor signals

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T12:12:52.510132Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 7dbe50d4-6915-466c-ae0c-135d53000277 · outbound

This paper cites Graph convolution neural network based end-to-end channel selection and classification for motor imagery brain–computer interfaces.

CwA-T: A Channelwise AutoEncoder with Transformer for EEG Abnormality Detection Graph convolution neural network based end-to-end channel selection and classification for motor imagery brain–computer interfaces

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T12:12:52.494202Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 16793b07-d54e-416f-97a4-1adab049a181 · outbound

This paper cites Eeg-based pathology detection for home health monitoring.

CwA-T: A Channelwise AutoEncoder with Transformer for EEG Abnormality Detection Eeg-based pathology detection for home health monitoring

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T12:12:52.477774Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Pith citing papers

No inbound Pith citation observations are available.