Paper Citation Record · LEDGER

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

As of 4 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 2026-08-04T06:34:03.388597+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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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

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T02:25:57.652067Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

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

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T02:25:57.583483Z

Source-reported events for the cited work

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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

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T02:25:57.665466Z

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No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

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

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T02:25:57.513914Z

Source-reported events for the cited work

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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

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T02:25:57.633165Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

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

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T02:25:57.686519Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

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

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T02:25:57.575340Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

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

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T02:25:57.496689Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

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

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T02:25:57.591557Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

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

Resolution: verified fuzzy; 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 2026-08-04T06:34:03.388597+00:00.

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

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T02:25:57.480551Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

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: verified fuzzy; raw_fallback, observed 2026-05-22T02:25:57.656556Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

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

Resolution: 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 2026-08-04T06:34:03.388597+00:00.

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

Resolution: 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 2026-08-04T06:34:03.388597+00:00.

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

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T02:25:57.476630Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

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

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T02:25:57.543836Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

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

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T02:25:57.563748Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

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

Resolution: verified fuzzy; 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 2026-08-04T06:34:03.388597+00:00.

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

Resolution: 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 2026-08-04T06:34:03.388597+00:00.

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

Resolution: 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 2026-08-04T06:34:03.388597+00:00.

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

Resolution: 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 2026-08-04T06:34:03.388597+00:00.

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 2026-08-04T06:34:03.388597+00:00.

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

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T02:25:57.646136Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

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

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T02:25:57.500636Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

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 2026-08-04T06:34:03.388597+00:00.

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

Resolution: 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 2026-08-04T06:34:03.388597+00:00.

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

Resolution: 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 2026-08-04T06:34:03.388597+00:00.

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 2026-08-04T06:34:03.388597+00:00.

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 2026-08-04T06:34:03.388597+00:00.

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

Resolution: 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 2026-08-04T06:34:03.388597+00:00.

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 2026-08-04T06:34:03.388597+00:00.

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 2026-08-04T06:34:03.388597+00:00.

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 2026-08-04T06:34:03.388597+00:00.

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 2026-08-04T06:34:03.388597+00:00.

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 2026-08-04T06:34:03.388597+00:00.

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 2026-08-04T06:34:03.388597+00:00.

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 2026-08-04T06:34:03.388597+00:00.

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 2026-08-04T06:34:03.388597+00:00.

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 2026-08-04T06:34:03.388597+00:00.

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 2026-08-04T06:34:03.388597+00:00.

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 2026-08-04T06:34:03.388597+00:00.

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 2026-08-04T06:34:03.388597+00:00.

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 2026-08-04T06:34:03.388597+00:00.

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 2026-08-04T06:34:03.388597+00:00.

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 2026-08-04T06:34:03.388597+00:00.

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 2026-08-04T06:34:03.388597+00:00.

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 2026-08-04T06:34:03.388597+00:00.

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 2026-08-04T06:34:03.388597+00:00.

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 2026-08-04T06:34:03.388597+00:00.

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 2026-08-04T06:34:03.388597+00:00.

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 2026-08-04T06:34:03.388597+00:00.

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 2026-08-04T06:34:03.388597+00:00.

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 2026-08-04T06:34:03.388597+00:00.

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.

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

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

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.

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.