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Paper Citation Record · LEDGER

DSAINet: An Efficient Dual-Scale Attentive Interaction Network for General EEG Decoding

As of 19 August 2026, this Paper Citation Record lists 53 of 53 outbound references and 3 inbound Pith citation observations for arXiv:2604.18095.

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

pith.paper-citation-record.v1
2604.18095 v1

Coverage vector

measured 53 of 53 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-10T04:45:24.819339Z

measured 56 of 56 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T00:41:49.588416Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

53 of 53 outbound references displayed

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  • verified fuzzy53
  • unresolved0
  • parse uncertain0
  • malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8c4620ad-ea69-4b65-9ea4-c151b03b6871 · outbound

This paper cites Brain computer interfaces, a review.

DSAINet: An Efficient Dual-Scale Attentive Interaction Network for General EEG Decoding Brain computer interfaces, a review

Reference 1

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 4e441aa3-2b9c-4c60-aaee-db5f71d03b72 · outbound

This paper cites Electroencephalog- raphy.

DSAINet: An Efficient Dual-Scale Attentive Interaction Network for General EEG Decoding Electroencephalog- raphy

Reference 2

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 06280645-0d74-4a7e-9b36-40bdfa2c1680 · outbound

This paper cites EEG correlates of task engagement and mental workload in vigilance, learn- ing, and memory tasks.

DSAINet: An Efficient Dual-Scale Attentive Interaction Network for General EEG Decoding EEG correlates of task engagement and mental workload in vigilance, learn- ing, and memory tasks

Reference 3

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation a1ce787b-c254-4f59-851c-f35f9d69eef3 · outbound

This paper cites BENDR: Using trans- formers and a contrastive self-supervised learning task to learn from massive amounts of EEG data.

DSAINet: An Efficient Dual-Scale Attentive Interaction Network for General EEG Decoding BENDR: Using trans- formers and a contrastive self-supervised learning task to learn from massive amounts of EEG data

Reference 4

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation cdc3c2ac-6803-41a8-99db-a6b029e09905 · outbound

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

DSAINet: An Efficient Dual-Scale Attentive Interaction Network for General EEG Decoding EEGNet: a compact convolutional neural network for EEG-based brain–computer interfaces

Reference 5

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 5328543a-5a6b-4f00-9aa2-ae7c703f41c6 · outbound

This paper cites LMDA-Net: A lightweight multi-dimensional attention network for general EEG-based brain- computer interfaces and interpretability.

DSAINet: An Efficient Dual-Scale Attentive Interaction Network for General EEG Decoding LMDA-Net: A lightweight multi-dimensional attention network for general EEG-based brain- computer interfaces and interpretability

Reference 6

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 5cf023e6-73fc-48cd-8adb-3e1ed05f8ec1 · outbound

This paper cites A com- prehensive review of EEG-based brain–computer interface paradigms.

DSAINet: An Efficient Dual-Scale Attentive Interaction Network for General EEG Decoding A com- prehensive review of EEG-based brain–computer interface paradigms

Reference 7

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-10T04:45:24.819339Z digest=sha256:498fec4b21f4aa3a621fa7778ec32dde4439936534d2b41e2b8152251f534cf6

Observation 6ab9b793-7cd9-42ef-aec6-48ff66e5c74c · outbound

This paper cites ESTformer: Transformer utilising spatiotemporal dependencies for electroencephalogram super- resolution.

DSAINet: An Efficient Dual-Scale Attentive Interaction Network for General EEG Decoding ESTformer: Transformer utilising spatiotemporal dependencies for electroencephalogram super- resolution

Reference 8

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-10T04:45:24.819339Z digest=sha256:6b171d4292d9093b86ad81b093303d8ef7fa4a4c83906c01d8cde5fab3742aa1

Observation 7ac2d54a-15b2-46c7-b09c-36a41e3c2e2e · outbound

This paper cites Quantifying Emotional Patterns for EEG-based Emotion Recognition: An Interpretable Study on EEG Individual Differences.

DSAINet: An Efficient Dual-Scale Attentive Interaction Network for General EEG Decoding Quantifying Emotional Patterns for EEG-based Emotion Recognition: An Interpretable Study on EEG Individual Differences

Reference 9

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 09306e75-59ee-44d5-9fca-493ec947ec76 · outbound

This paper cites Intra-and inter-subject variability in EEG- based sensorimotor brain computer interface: a review.

DSAINet: An Efficient Dual-Scale Attentive Interaction Network for General EEG Decoding Intra-and inter-subject variability in EEG- based sensorimotor brain computer interface: a review

Reference 10

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raw_fallback, observed 2026-05-22T02:25:57.599726Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 8cc918cc-3f24-411c-9b8b-13d849ddff67 · outbound

This paper cites Discrepancy between inter-and intra-subject variability in EEG-based motor imagery brain-computer interface: Ev- idence from multiple perspectives.

DSAINet: An Efficient Dual-Scale Attentive Interaction Network for General EEG Decoding Discrepancy between inter-and intra-subject variability in EEG-based motor imagery brain-computer interface: Ev- idence from multiple perspectives

Reference 11

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 56bb80df-0ba6-4304-bd77-512b8120916f · outbound

This paper cites Integrating biological and machine intelligence: Attention mechanisms in brain–computer interfaces.

DSAINet: An Efficient Dual-Scale Attentive Interaction Network for General EEG Decoding Integrating biological and machine intelligence: Attention mechanisms in brain–computer interfaces

Reference 12

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation ebc5c2ea-74ce-4dc0-8fb4-e3683f91beec · outbound

This paper cites Status of deep learning for EEG-based brain–computer interface appli- cations.

DSAINet: An Efficient Dual-Scale Attentive Interaction Network for General EEG Decoding Status of deep learning for EEG-based brain–computer interface appli- cations

Reference 13

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verified fuzzy
raw_fallback, observed 2026-05-22T02:25:57.682599Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-10T04:45:24.819339Z digest=sha256:d743fccec1643847680fafdcac05aba31d1a2d481d60b039ac7a98bb085d1a53

Observation 57b98f5f-a760-41fc-be1a-b92ebe176387 · outbound

This paper cites ADFCNN: attention-based dual-scale fusion convolutional neural network for motor imagery brain–computer interface.

DSAINet: An Efficient Dual-Scale Attentive Interaction Network for General EEG Decoding ADFCNN: attention-based dual-scale fusion convolutional neural network for motor imagery brain–computer interface

Reference 14

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verified fuzzy
raw_fallback, observed 2026-05-22T02:25:57.629078Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-10T04:45:24.819339Z digest=sha256:48d5e947617c90561ed97c4bc0d89507a777f5086798dd2c6e9fded40f69e884

Observation 546a57d3-7939-41a3-a8e9-472f23316d1a · outbound

This paper cites A parallel multi-scale time-frequency block convolutional neural network based on channel attention module for motor imagery classification.

DSAINet: An Efficient Dual-Scale Attentive Interaction Network for General EEG Decoding A parallel multi-scale time-frequency block convolutional neural network based on channel attention module for motor imagery classification

Reference 15

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-10T04:45:24.819339Z digest=sha256:7cdee984ca23e63f683a159bb6795f3a96d220f572ad9543108c1274f5f37298

Observation a7b2ebcc-0dcb-48dc-9d78-6f82cabd3e55 · outbound

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

DSAINet: An Efficient Dual-Scale Attentive Interaction Network for General EEG Decoding EEG conformer: Convolutional transformer for EEG decoding and visualization

Reference 16

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 01337e8d-4a9c-4658-b9c9-789731064a2d · outbound

This paper cites TMSA-Net: A novel attention mechanism for improved motor imagery EEG signal processing.

DSAINet: An Efficient Dual-Scale Attentive Interaction Network for General EEG Decoding TMSA-Net: A novel attention mechanism for improved motor imagery EEG signal processing

Reference 17

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation f835a986-8c9b-45c2-b091-aa62d82e08e9 · outbound

This paper cites MSVTNet: Multi-scale vision transformer neural network for EEG-based motor imagery decoding.

DSAINet: An Efficient Dual-Scale Attentive Interaction Network for General EEG Decoding MSVTNet: Multi-scale vision transformer neural network for EEG-based motor imagery decoding

Reference 18

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raw_fallback, observed 2026-05-22T02:25:57.556142Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 7cb9c5ee-b2a3-4a70-841c-83d7cdcd500a · outbound

This paper cites Multi-scale convolutional transformer network for motor imagery brain- computer interface.

DSAINet: An Efficient Dual-Scale Attentive Interaction Network for General EEG Decoding Multi-scale convolutional transformer network for motor imagery brain- computer interface

Reference 19

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verified fuzzy
raw_fallback, observed 2026-05-22T02:25:57.595598Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation b52a0c2b-24d8-45ba-9873-6238db57ae24 · outbound

This paper cites DBConformer: Dual-branch convolutional transformer for EEG decoding.

DSAINet: An Efficient Dual-Scale Attentive Interaction Network for General EEG Decoding DBConformer: Dual-branch convolutional transformer for EEG decoding

Reference 20

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verified fuzzy
raw_fallback, observed 2026-05-22T02:25:57.530760Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-10T04:45:24.819339Z digest=sha256:62aefab92e03cbb05655bd69fd57b2894e6163c2351f29707e090e3dc859edda

Observation 0ffbea38-d1df-4962-87c6-30408f1dc438 · outbound

This paper cites CT-MIFNet: Convolutional transformer-based multi-view interaction and fusion net- work for EEG decoding.

DSAINet: An Efficient Dual-Scale Attentive Interaction Network for General EEG Decoding CT-MIFNet: Convolutional transformer-based multi-view interaction and fusion net- work for EEG decoding

Reference 21

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verified fuzzy
raw_fallback, observed 2026-05-22T02:25:57.518494Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-10T04:45:24.819339Z digest=sha256:9700a06afc4a11425da4c218b41621113250304d0b33fbd1f1ad61e6dfddd62d

Observation 5dc983e4-d728-4fec-80f8-475cebaab670 · outbound

This paper cites EEG-Deformer: A dense convolutional transformer for brain-computer interfaces.

DSAINet: An Efficient Dual-Scale Attentive Interaction Network for General EEG Decoding EEG-Deformer: A dense convolutional transformer for brain-computer interfaces

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T02:25:57.587659Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-10T04:45:24.819339Z digest=sha256:fc0066d8289897be845f3a64c9b378ab8ab038443529f6b7c705c946af10a397

Observation bf7259cc-3734-47c1-9be2-ce52c4f69d07 · outbound

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

DSAINet: An Efficient Dual-Scale Attentive Interaction Network for General EEG Decoding Deep learning with convolutional neural networks for EEG decoding and visualization

Reference 23

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-10T04:45:24.819339Z digest=sha256:2798e24e719e83473cd5381ba5673e2c2d417c050c4be99118554c92b92b362b

Observation 9baaa81c-c4a0-4b5f-b894-5d3c6dbca628 · outbound

This paper cites Learning temporal information for brain-computer interface using convolutional neural networks.

DSAINet: An Efficient Dual-Scale Attentive Interaction Network for General EEG Decoding Learning temporal information for brain-computer interface using convolutional neural networks

Reference 24

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-10T04:45:24.819339Z digest=sha256:fd2a5dd3a141a6e63ce58372aa22651f92c029bdbb0bfcfe555fea804ccaedd9

Observation c96b1345-5dd7-4015-9e59-c688057c27b7 · outbound

This paper cites A channel-projection mixed-scale convolutional neural network for motor imagery EEG decoding.

DSAINet: An Efficient Dual-Scale Attentive Interaction Network for General EEG Decoding A channel-projection mixed-scale convolutional neural network for motor imagery EEG decoding

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T02:25:57.571633Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-10T04:45:24.819339Z digest=sha256:4bb24781a8aa1ecda6b7c477b2cf0cca2d49c9c80c752d420fea28a3faaf47a2

Observation 836ede93-c638-4a40-9294-7f57eed3ce2f · outbound

This paper cites Subject-independent brain–computer interfaces based on deep convolutional neural networks.

DSAINet: An Efficient Dual-Scale Attentive Interaction Network for General EEG Decoding Subject-independent brain–computer interfaces based on deep convolutional neural networks

Reference 26

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verified fuzzy
raw_fallback, observed 2026-05-22T02:25:57.522563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-10T04:45:24.819339Z digest=sha256:2c94079ff3a58c131eabb881afdabda11b763c404de663293555721bee639350

Observation 2d0e4c0f-b044-4758-be93-4e42deba8c98 · outbound

This paper cites Motor imagery EEG classification based on a weighted multi-branch structure suitable for multisubject data.

DSAINet: An Efficient Dual-Scale Attentive Interaction Network for General EEG Decoding Motor imagery EEG classification based on a weighted multi-branch structure suitable for multisubject data

Reference 27

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verified fuzzy
raw_fallback, observed 2026-05-22T02:25:57.661012Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-10T04:45:24.819339Z digest=sha256:a6e0aa2c76e32c98a2792dbd1703da7f2bdeed91123618b07277ea8f988dd38a

Observation ee0a4389-018e-479c-8a7c-f99228c7ce3c · outbound

This paper cites MFRC-Net: Multi- scale feature residual convolutional neural network for motor imagery decoding.

DSAINet: An Efficient Dual-Scale Attentive Interaction Network for General EEG Decoding MFRC-Net: Multi- scale feature residual convolutional neural network for motor imagery decoding

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T02:25:57.619737Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-10T04:45:24.819339Z digest=sha256:652f30091a3ba477a7265d066b2581e318c2fd3e36a7faa2118d4cdbc19edda4

Observation c1d8e69d-944a-4851-bab4-734d5ff077dd · outbound

This paper cites EEG- based emotion recognition via channel-wise attention and self attention.

DSAINet: An Efficient Dual-Scale Attentive Interaction Network for General EEG Decoding EEG- based emotion recognition via channel-wise attention and self attention

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T02:25:57.488379Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-10T04:45:24.819339Z digest=sha256:76feb38949f94a905c0983061383ba1f8bdd30b849b5284059f92b5571f4f808

Observation 8a41cf66-3ac1-4c2c-864a-3b0b9f262e7b · outbound

This paper cites Classification of motor imagery based on multi-scale feature extraction and the channel- temporal attention module.

DSAINet: An Efficient Dual-Scale Attentive Interaction Network for General EEG Decoding Classification of motor imagery based on multi-scale feature extraction and the channel- temporal attention module

Reference 30

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verified fuzzy
raw_fallback, observed 2026-05-22T02:25:57.472872Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-10T04:45:24.819339Z digest=sha256:7f1678111d8c135c5801816c7cd8cc4892e5124b8bba73f26c7faf37143d97ed

Observation c395a688-0c40-4e80-a3b4-6880dfac7f7d · outbound

This paper cites A functional connectivity- based model with a lightweight attention mechanism for depression recognition using EEG signals.

DSAINet: An Efficient Dual-Scale Attentive Interaction Network for General EEG Decoding A functional connectivity- based model with a lightweight attention mechanism for depression recognition using EEG signals

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T02:25:57.484210Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-10T04:45:24.819339Z digest=sha256:a7d9979e0c37494d7285c5661d22dabcaedd59e758172ecd76a48b85662b6fc8

Observation e1e2d4cf-d519-4364-baa6-cd6aeedee2a6 · outbound

This paper cites Dynamic-attention-based eeg state transition modeling for emotion recognition.

DSAINet: An Efficient Dual-Scale Attentive Interaction Network for General EEG Decoding Dynamic-attention-based eeg state transition modeling for emotion recognition

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T02:25:57.534470Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-10T04:45:24.819339Z digest=sha256:6b01e48324e182e42edd76f953c7f7951ca418be97477bf2a8a3076fafa9e490

Observation 0b885382-469a-4b2d-8e81-0715999b9e2f · outbound

This paper cites CTNet: a convolu- tional transformer network for EEG-based motor imagery classification.

DSAINet: An Efficient Dual-Scale Attentive Interaction Network for General EEG Decoding CTNet: a convolu- tional transformer network for EEG-based motor imagery classification

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T02:25:57.509081Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-10T04:45:24.819339Z digest=sha256:042f98e0784434c1465c57daace921efeab0c962fb29cf5b778a443747d2c8ed

Observation a0523647-1fc0-427e-81eb-c0e82e0b1828 · outbound

This paper cites Multiscale convolu- tional transformer for EEG classification of mental imagery in different modalities.

DSAINet: An Efficient Dual-Scale Attentive Interaction Network for General EEG Decoding Multiscale convolu- tional transformer for EEG classification of mental imagery in different modalities

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T02:25:57.552074Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-10T04:45:24.819339Z digest=sha256:4bd55f6d79ef3bdf7d0aedd7610cfa51449daf7a808a1f598f51a0a0525dbe5b

Observation 3af29eda-eeb9-4585-a4ae-076d078d064b · outbound

This paper cites Review of the BCI competition IV.

DSAINet: An Efficient Dual-Scale Attentive Interaction Network for General EEG Decoding Review of the BCI competition IV

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T02:25:57.669642Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-10T04:45:24.819339Z digest=sha256:5792525b383a2860625db5fce7caf36f2545e8865676e6cafe71f3c1cd7f25ed

Observation 81f1d387-a2a3-43b6-b42e-5f942c109f1d · outbound

This paper cites Brain–computer communication: motivation, aim, and impact of exploring a virtual apartment.

DSAINet: An Efficient Dual-Scale Attentive Interaction Network for General EEG Decoding Brain–computer communication: motivation, aim, and impact of exploring a virtual apartment

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T02:25:57.539639Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-10T04:45:24.819339Z digest=sha256:d9a547df0cbc32d208b970c772bc1703fe3112af2c5fd01249b348d1a975dd4d

Observation 5e7344eb-81b5-4377-88eb-a0d5a91b3531 · outbound

This paper cites A fully automated trial selection method for optimization of motor imagery based brain- computer interface.

DSAINet: An Efficient Dual-Scale Attentive Interaction Network for General EEG Decoding A fully automated trial selection method for optimization of motor imagery based brain- computer interface

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T02:25:57.567808Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-10T04:45:24.819339Z digest=sha256:c8e8e127976c58b8a51e6dbff79e8e8183bb0be1689b13121c8d0a24bb4d8f20

Observation 9c84e5ac-b2fe-4a1e-8629-7a4c8c6da9d5 · outbound

This paper cites EEG dataset and OpenBMI toolbox for three BCI paradigms: An investigation into BCI illiteracy.

DSAINet: An Efficient Dual-Scale Attentive Interaction Network for General EEG Decoding EEG dataset and OpenBMI toolbox for three BCI paradigms: An investigation into BCI illiteracy

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T02:25:57.623952Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-10T04:45:24.819339Z digest=sha256:7c25ccfee6284eaa0b651a5652998f0706b0074d3e1fc18c955da364f940e2d7

Observation 9e9679fd-2925-4417-a29d-a04dd3546875 · outbound

This paper cites BCI2000: a general-purpose brain-computer interface (BCI) system.

DSAINet: An Efficient Dual-Scale Attentive Interaction Network for General EEG Decoding BCI2000: a general-purpose brain-computer interface (BCI) system

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T02:25:57.611706Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-10T04:45:24.819339Z digest=sha256:95f86a2fc0bfea76bf7890a2560e90ea7dd6fc7ce78e1dd7551dbb24c5235c93

Observation 72464f32-7d9f-4ada-b8c1-2246a054cdca · outbound

This paper cites Electroencephalogram (EEG)-based computer-aided technique to diagnose major depressive disorder (MDD).

DSAINet: An Efficient Dual-Scale Attentive Interaction Network for General EEG Decoding Electroencephalogram (EEG)-based computer-aided technique to diagnose major depressive disorder (MDD)

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T02:25:57.642073Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-10T04:45:24.819339Z digest=sha256:c5216d753e145d9f8f537bb4c38cdbec0b337b6f3b8a7e75bac3d160998416f9

Observation 8c0fa5a6-f31f-45ae-969d-9ad127033b30 · outbound

This paper cites A dataset of scalp EEG recordings of Alzheimer’s disease, frontotemporal dementia and healthy subjects from routine EEG.

DSAINet: An Efficient Dual-Scale Attentive Interaction Network for General EEG Decoding A dataset of scalp EEG recordings of Alzheimer’s disease, frontotemporal dementia and healthy subjects from routine EEG

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T02:25:57.526707Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-10T04:45:24.819339Z digest=sha256:3a6f85d46977924fc73cbf66a5ee96bcd605bf55577388c21fdd65a87e01d468

Observation 2c92bc57-e704-4717-8565-2385897b0795 · outbound

This paper cites UC San Diego Resting State EEG Data from Patients with Parkinson’s Disease.

DSAINet: An Efficient Dual-Scale Attentive Interaction Network for General EEG Decoding UC San Diego Resting State EEG Data from Patients with Parkinson’s Disease

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T02:25:57.603657Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-10T04:45:24.819339Z digest=sha256:19395c7ed824c1fdb2e7f23256d0eb8dc2f002b553b3a3a64d1e7130994651ee

Observation 772de3e0-76ef-4bd3-92b0-f0ab88c8dc60 · outbound

This paper cites Electroencephalograms during mental arithmetic task performance.

DSAINet: An Efficient Dual-Scale Attentive Interaction Network for General EEG Decoding Electroencephalograms during mental arithmetic task performance

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T02:25:57.468291Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-10T04:45:24.819339Z digest=sha256:1e075834003456a4d3478742769ddb13ded563673b40bcd194be3ec188bff6b1

Observation fcc53e66-d03d-4808-a3e1-38656cd7ff6f · outbound

This paper cites PhysioBank, PhysioToolkit, and PhysioNet: components of a new research resource for complex physiologic signals.

DSAINet: An Efficient Dual-Scale Attentive Interaction Network for General EEG Decoding PhysioBank, PhysioToolkit, and PhysioNet: components of a new research resource for complex physiologic signals

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T02:25:57.492555Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-10T04:45:24.819339Z digest=sha256:88cfeb23170a051c07cbda4ba5b9a3ce869fc44b340d4b4a21e8c4df77161cfc

Observation e79b3f4b-fe28-4a7f-bc83-5e7f7feeeba0 · outbound

This paper cites Simultaneous acquisition of EEG and NIRS during cognitive tasks for an open access dataset.

DSAINet: An Efficient Dual-Scale Attentive Interaction Network for General EEG Decoding Simultaneous acquisition of EEG and NIRS during cognitive tasks for an open access dataset

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T02:25:57.504741Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-10T04:45:24.819339Z digest=sha256:3b509d5495d34805beb1de4ccc180ec6908f71bd133e2884e377adea08af3f08

Observation 1957aaed-a70d-4275-ae11-7a1646f8efec · outbound

This paper cites MGFormer: A lightweight multi-granular transformer for subject-independent Alzheimer’s classification.

DSAINet: An Efficient Dual-Scale Attentive Interaction Network for General EEG Decoding MGFormer: A lightweight multi-granular transformer for subject-independent Alzheimer’s classification

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T02:25:57.637738Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-10T04:45:24.819339Z digest=sha256:3e460ce46940516374351df82208413ab734e3663b0ef0701b8069f954692826

Observation e9e1be17-7954-4ff2-ba99-7a4e268313c6 · outbound

This paper cites Motor imagery and direct brain- computer communication.

DSAINet: An Efficient Dual-Scale Attentive Interaction Network for General EEG Decoding Motor imagery and direct brain- computer communication

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T02:25:57.548164Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-10T04:45:24.819339Z digest=sha256:145a4627e5ca25af8db77d91f8359ca07fe364c811139b6909afb338c2103aa7

Observation 23bcc002-6631-43af-b171-ee9ffadfd3ef · outbound

This paper cites The neurophysiological basis of motor imagery.

DSAINet: An Efficient Dual-Scale Attentive Interaction Network for General EEG Decoding The neurophysiological basis of motor imagery

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T02:25:57.559982Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-10T04:45:24.819339Z digest=sha256:bfdd7e4ad568c6e26464b04faf6e959f1f514de1accd2cc29f4472f291060c72

Observation d5054bc1-b4ce-4cc0-9539-f3c5ebfccf12 · outbound

This paper cites Multivariate pattern analysis of EEG-based functional connectivity: A study on the identification of depression.

DSAINet: An Efficient Dual-Scale Attentive Interaction Network for General EEG Decoding Multivariate pattern analysis of EEG-based functional connectivity: A study on the identification of depression

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T02:25:57.579546Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-10T04:45:24.819339Z digest=sha256:d04036d715eab4e24d8861ecd441c30bd001dba7d6d454f968dfb258afd16989

Observation 890dc9a0-73fd-4def-bfa4-58c391820477 · outbound

This paper cites Deep-learning-based imaging-classification identified cingulate island sign in dementia with Lewy bodies.

DSAINet: An Efficient Dual-Scale Attentive Interaction Network for General EEG Decoding Deep-learning-based imaging-classification identified cingulate island sign in dementia with Lewy bodies

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T02:25:57.678657Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-10T04:45:24.819339Z digest=sha256:30f198d5d661d4f995b81a7a0d76be3ef8fbdc99833210265d078725b1e037c3

Observation 6508aa72-1628-4203-92d1-53682f0b010e · outbound

This paper cites Investigation of EEG abnormalities in the early stage of Parkinson’s disease.

DSAINet: An Efficient Dual-Scale Attentive Interaction Network for General EEG Decoding Investigation of EEG abnormalities in the early stage of Parkinson’s disease

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T02:25:57.673654Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-10T04:45:24.819339Z digest=sha256:e9ba4aad25eb5cce59d4f8adf7be99b2cf78b08c1e3df8a8b82eaca60543adf5

Observation 8db2b0cb-440b-4757-81a9-f99b00810a12 · outbound

This paper cites EEG fingerprints of task-independent mental workload discrimination.

DSAINet: An Efficient Dual-Scale Attentive Interaction Network for General EEG Decoding EEG fingerprints of task-independent mental workload discrimination

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T02:25:57.615724Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-10T04:45:24.819339Z digest=sha256:08f91714ce2cb3e9644b44e9436f4f627266fcfc68d07908529056733109b95e

Observation 0d42f74a-645a-4933-add9-38f1b2099292 · outbound

This paper cites Top-down modulation of neural activity in anticipatory visual attention: control mechanisms revealed by simultaneous EEG-fMRI.

DSAINet: An Efficient Dual-Scale Attentive Interaction Network for General EEG Decoding Top-down modulation of neural activity in anticipatory visual attention: control mechanisms revealed by simultaneous EEG-fMRI

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T02:25:57.607726Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-10T04:45:24.819339Z digest=sha256:4bd2dd5e78af5e53f5efff18a5cc0737d77cfcaa39c1ff1ccdbd70e412cc22db

Pith citing papers

Observation c1ee9609-41ad-4882-bc90-69f18f0195e3 · inbound

Rethinking EEG-Based Disease Diagnosis: Decoupling Instance Representation Learning from Subject-Level Supervision cites this paper.

Rethinking EEG-Based Disease Diagnosis: Decoupling Instance Representation Learning from Subject-Level Supervision DSAINet: An Efficient Dual-Scale Attentive Interaction Network for General EEG Decoding

Reference 60

Resolution
unresolved
no resolver link, observed 2026-08-01T10:44:17.942390Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T10:44:17.942390Z digest=sha256:b5087e9041412b5661f252a17f2cdfdb571543562fcd40aad7eb275c6488448f

Observation 0a3b229b-b5c8-4676-ba6c-365b929d773d · inbound

Rethinking EEG-Based Disease Diagnosis: Decoupling Instance Representation Learning from Subject-Level Supervision cites this paper.

Rethinking EEG-Based Disease Diagnosis: Decoupling Instance Representation Learning from Subject-Level Supervision DSAINet: An Efficient Dual-Scale Attentive Interaction Network for General EEG Decoding

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-03T01:44:31.372235Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-03T01:44:31.372235Z digest=sha256:121ed5898c36e843dc35ee830f8b73656f5796a9e05a1eba104010e454e91141

Observation 3feafb91-ae15-4f39-a655-aa2fe2fbefc5 · inbound

EEG-JEPA: Structured Latent Prediction for EEG Foundation Models cites this paper.

EEG-JEPA: Structured Latent Prediction for EEG Foundation Models DSAINet: An Efficient Dual-Scale Attentive Interaction Network for General EEG Decoding

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-04T00:41:49.588416Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T00:41:49.588416Z digest=sha256:1a6545cbaf40f0aeb367407500ed969ea011096b82d2a74b61cc58d6cd47e89e