Federated Motor Imagery Classification for Privacy-Preserving Brain-Computer Interfaces | Paper Citation Record

Observation d34302e5-cf3b-4d51-938e-05c46598fb7f · outbound

This paper cites Brain–computer interfaces for communication an d control,.

Federated Motor Imagery Classification for Privacy-Preserving Brain-Computer Interfaces Brain–computer interfaces for communication an d control,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T04:47:02.029048Z

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Observation db4591ec-0ace-4ee4-8cca-f6bb117126af · outbound

This paper cites Motor imagery and direc t brain- computer communication,.

Federated Motor Imagery Classification for Privacy-Preserving Brain-Computer Interfaces Motor imagery and direc t brain- computer communication,

Reference 2

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Observation 6e3e9a0f-cc51-4a8f-9ad5-5410df74c625 · outbound

This paper cites Transfer learning for motor imagery based brain-computer interfaces: A tutorial,.

Federated Motor Imagery Classification for Privacy-Preserving Brain-Computer Interfaces Transfer learning for motor imagery based brain-computer interfaces: A tutorial,

Reference 3

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Observation b856c4e8-73e6-459e-81e7-a99c84879eb9 · outbound

This paper cites Privacy-Preserving Brain-Com puter Interfaces: A Systematic Review,.

Federated Motor Imagery Classification for Privacy-Preserving Brain-Computer Interfaces Privacy-Preserving Brain-Com puter Interfaces: A Systematic Review,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T04:47:02.003135Z

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This paper cites Federated machine l earning: Concept and applications,.

Federated Motor Imagery Classification for Privacy-Preserving Brain-Computer Interfaces Federated machine l earning: Concept and applications,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T04:47:01.990876Z

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Observation f46aee59-077f-4357-ac7c-5f2e1e68c64a · outbound

This paper cites A Survey on Federated Learning Systems: Vision, Hype and Re ality for Data Privacy and Protection,.

Federated Motor Imagery Classification for Privacy-Preserving Brain-Computer Interfaces A Survey on Federated Learning Systems: Vision, Hype and Re ality for Data Privacy and Protection,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T04:47:01.978750Z

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Observation 3e68df4c-9e57-45fa-abe9-43b35e1ae09e · outbound

This paper cites Communication-Efﬁcient Learning of Deep Networks from De central- ized Data,.

Federated Motor Imagery Classification for Privacy-Preserving Brain-Computer Interfaces Communication-Efﬁcient Learning of Deep Networks from De central- ized Data,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T04:47:01.966423Z

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This paper cites FedBN: Fede rated Learning on Non-IID Features via Local Batch Normalization ,.

Federated Motor Imagery Classification for Privacy-Preserving Brain-Computer Interfaces FedBN: Fede rated Learning on Non-IID Features via Local Batch Normalization ,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T04:47:01.954116Z

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Observation 18c390da-826b-4619-8869-a5b6c33888ca · outbound

This paper cites Batch normalization: Accelera ting deep network training by reducing internal covariate shift,.

Federated Motor Imagery Classification for Privacy-Preserving Brain-Computer Interfaces Batch normalization: Accelera ting deep network training by reducing internal covariate shift,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T04:47:01.942254Z

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Observation 0e59b1d2-7920-47bd-b8b1-f67bed1f31f6 · outbound

This paper cites Shar pness-aware Minimization for Efﬁciently Improving Generalization,.

Federated Motor Imagery Classification for Privacy-Preserving Brain-Computer Interfaces Shar pness-aware Minimization for Efﬁciently Improving Generalization,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T04:47:01.930029Z

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Observation 827dc2a1-26db-4dd8-967c-8d8fc2985e5a · outbound

This paper cites Privacy-preserving mach ine learning: Threats and solutions,.

Federated Motor Imagery Classification for Privacy-Preserving Brain-Computer Interfaces Privacy-preserving mach ine learning: Threats and solutions,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-12T04:47:01.382321Z

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Observation 16ba7129-c6e0-4c24-8274-175f71b3c75d · outbound

This paper cites Privacy-Preserving Machine Learning: Methods, Challenges and Directions.

Federated Motor Imagery Classification for Privacy-Preserving Brain-Computer Interfaces Privacy-Preserving Machine Learning: Methods, Challenges and Directions

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-12T04:47:01.385847Z

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Observation 02492422-ee0f-43d4-81a9-3e0ba24a2336 · outbound

This paper cites Privacy preserving extreme learning machin e using additively homomorphic encryption,.

Federated Motor Imagery Classification for Privacy-Preserving Brain-Computer Interfaces Privacy preserving extreme learning machin e using additively homomorphic encryption,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T04:47:01.911441Z

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This paper cites Common randomness in infor mation theory and cryptography. I. Secret sharing,.

Federated Motor Imagery Classification for Privacy-Preserving Brain-Computer Interfaces Common randomness in infor mation theory and cryptography. I. Secret sharing,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T04:47:01.900072Z

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Observation 7f9b60e9-bc34-43e2-88ef-3a0bdc517919 · outbound

This paper cites Protecting Privacy of Us ers in Brain-Computer Interface Applications,.

Federated Motor Imagery Classification for Privacy-Preserving Brain-Computer Interfaces Protecting Privacy of Us ers in Brain-Computer Interface Applications,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T04:47:01.889228Z

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No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 5af1c6cd-6add-46a9-a0a3-62f701404442 · outbound

This paper cites Source data- absent unsupervised domain adaptation through hypothesis transf er and labeling transfer,.

Federated Motor Imagery Classification for Privacy-Preserving Brain-Computer Interfaces Source data- absent unsupervised domain adaptation through hypothesis transf er and labeling transfer,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T04:47:01.878313Z

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Observation 42bc2e0f-aa9b-43d8-9009-f3d0fbfe7fa2 · outbound

This paper cites Transfer learning for EEG-ba sed brain- computer interfaces: A review of progress made since 2016,.

Federated Motor Imagery Classification for Privacy-Preserving Brain-Computer Interfaces Transfer learning for EEG-ba sed brain- computer interfaces: A review of progress made since 2016,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T04:47:01.867033Z

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Observation 6c3741b9-07b5-40fe-9c5c-d2544b305aa6 · outbound

This paper cites Privacy-preserving domain adaptation for motor imagery-based brain-computer interf aces,.

Federated Motor Imagery Classification for Privacy-Preserving Brain-Computer Interfaces Privacy-preserving domain adaptation for motor imagery-based brain-computer interf aces,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-12T04:47:01.408269Z

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Observation 4d42d586-a5c6-4cb9-93e0-1c68dadbb7e5 · outbound

This paper cites Lightweight source-free transfer f or privacy- preserving motor imagery classiﬁcation,.

Federated Motor Imagery Classification for Privacy-Preserving Brain-Computer Interfaces Lightweight source-free transfer f or privacy- preserving motor imagery classiﬁcation,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T04:47:01.847416Z

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Observation 04671d88-3e42-4568-8841-2ebd6a63bc9b · outbound

This paper cites Multi-source decentraliz ed transfer for privacy-preserving BCIs,.

Federated Motor Imagery Classification for Privacy-Preserving Brain-Computer Interfaces Multi-source decentraliz ed transfer for privacy-preserving BCIs,

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-12T04:47:01.415398Z

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Observation 8ecb8c7a-7104-4abf-8639-6b20e44c4602 · outbound

This paper cites Federated Optimization in Heterogeneous Networks,.

Federated Motor Imagery Classification for Privacy-Preserving Brain-Computer Interfaces Federated Optimization in Heterogeneous Networks,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T04:47:01.829216Z

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This paper cites Scaffold: Stochastic controlled averaging for fe derated learn- ing,.

Federated Motor Imagery Classification for Privacy-Preserving Brain-Computer Interfaces Scaffold: Stochastic controlled averaging for fe derated learn- ing,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T04:47:01.817604Z

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Observation fbbc0313-df53-4a47-a4e1-59dade6f5fdb · outbound

This paper cites Measuring the Effects of Non-Identical Data Distribution for Federated Visual Classification.

Federated Motor Imagery Classification for Privacy-Preserving Brain-Computer Interfaces Measuring the Effects of Non-Identical Data Distribution for Federated Visual Classification

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-12T04:47:01.426063Z

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Observation 6ac5b620-ce36-4351-8c7b-15c6574e3746 · outbound

This paper cites Adaptive Federated Optimizati on,.

Federated Motor Imagery Classification for Privacy-Preserving Brain-Computer Interfaces Adaptive Federated Optimizati on,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T04:47:01.806251Z

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Observation cf94fef0-1ce5-48c0-b1d7-7babca1d5737 · outbound

This paper cites Accele rated federated learning with decoupled adaptive optimization,.

Federated Motor Imagery Classification for Privacy-Preserving Brain-Computer Interfaces Accele rated federated learning with decoupled adaptive optimization,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T04:47:01.794530Z

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Observation a4bd71a5-2311-49be-895e-fb75fd4e93a9 · outbound

This paper cites Federa ted Transfer Learning for EEG Signal Classiﬁcation,.

Federated Motor Imagery Classification for Privacy-Preserving Brain-Computer Interfaces Federa ted Transfer Learning for EEG Signal Classiﬁcation,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T04:47:01.782838Z

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Observation 5ae46eb2-2945-448b-b466-8afaf956d4c8 · outbound

This paper cites Aggregating Intrinsic Information to Enhance BCI Performance through Federated Learning.

Federated Motor Imagery Classification for Privacy-Preserving Brain-Computer Interfaces Aggregating Intrinsic Information to Enhance BCI Performance through Federated Learning

Reference 27

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Observation 9649cf3e-e20d-40a8-a561-849366a12c90 · outbound

This paper cites Improving gen eralization in federated learning by seeking ﬂat minima,.

Federated Motor Imagery Classification for Privacy-Preserving Brain-Computer Interfaces Improving gen eralization in federated learning by seeking ﬂat minima,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T04:47:01.771883Z

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Observation 619c5eec-c7b7-4ea1-a4de-eff165cbb0e7 · outbound

This paper cites Generali zed federated learning via sharpness aware minimization,.

Federated Motor Imagery Classification for Privacy-Preserving Brain-Computer Interfaces Generali zed federated learning via sharpness aware minimization,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T04:47:01.760193Z

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Observation c28345a7-6594-4a29-a183-785c87df4a47 · outbound

This paper cites Exceeding chance level by c hance: The caveat of theoretical chance levels in brain signal classiﬁ cation and statistical assessment of decoding accuracy,.

Federated Motor Imagery Classification for Privacy-Preserving Brain-Computer Interfaces Exceeding chance level by c hance: The caveat of theoretical chance levels in brain signal classiﬁ cation and statistical assessment of decoding accuracy,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T04:47:01.749150Z

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Observation 61b8fff8-2e48-47fe-82f5-4aae0d5bea64 · outbound

This paper cites Review of the BCI Competition IV,.

Federated Motor Imagery Classification for Privacy-Preserving Brain-Computer Interfaces Review of the BCI Competition IV,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T04:47:01.738126Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 40c7f7d0-484b-4b8e-83c4-3173058e08f2 · outbound

This paper cites Random forests in non-invasive sensorimotor rhythm brain-comput er interfaces: a practical and convenient non-linear classiﬁer,.

Federated Motor Imagery Classification for Privacy-Preserving Brain-Computer Interfaces Random forests in non-invasive sensorimotor rhythm brain-comput er interfaces: a practical and convenient non-linear classiﬁer,

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-12T04:47:01.459402Z

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Observation 04609e3d-3d63-4f56-b1f8-5ce6414b727b · outbound

This paper cites Autocalibration and Recurrent Adaptation: Towards a Plug and Play Online ERD-BCI,.

Federated Motor Imagery Classification for Privacy-Preserving Brain-Computer Interfaces Autocalibration and Recurrent Adaptation: Towards a Plug and Play Online ERD-BCI,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T04:47:01.720648Z

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Observation 891f4832-74c1-4357-98cb-416f98b7a0a3 · outbound

This paper cites MOABB: trustworthy algor ithm bench- marking for BCIs,.

Federated Motor Imagery Classification for Privacy-Preserving Brain-Computer Interfaces MOABB: trustworthy algor ithm bench- marking for BCIs,

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-12T04:47:01.466230Z

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Observation 52ba9e6c-cc74-4f79-a6e8-e8b53b66085a · outbound

This paper cites Model-Contrastive Federated Learning,.

Federated Motor Imagery Classification for Privacy-Preserving Brain-Computer Interfaces Model-Contrastive Federated Learning,

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T04:47:01.702317Z

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Observation 5f80eb3a-f2d8-4b95-bb3a-0b47244fcfc0 · outbound

This paper cites FedFA: Federated Feature Aug mentation,.

Federated Motor Imagery Classification for Privacy-Preserving Brain-Computer Interfaces FedFA: Federated Feature Aug mentation,

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T04:47:01.690906Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 9d87fff4-9922-469c-a914-ef455d36a544 · outbound

This paper cites Fe derated domain generalization with generalization adjustment,.

Federated Motor Imagery Classification for Privacy-Preserving Brain-Computer Interfaces Fe derated domain generalization with generalization adjustment,

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T04:47:01.680113Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 00ba9aca-f6b2-414a-88e3-bc000862ca69 · outbound

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

Federated Motor Imagery Classification for Privacy-Preserving Brain-Computer Interfaces EEGNet: a compact convolutional neural net work for EEG-based brain–computer interfaces,

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-12T04:47:01.480255Z

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Observation 4c22435f-4fde-4546-98de-f97296c06adb · outbound

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Federated Motor Imagery Classification for Privacy-Preserving Brain-Computer Interfaces Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-12T04:47:01.662343Z

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Observation 2243b31a-b090-4a6d-9011-97a5c2069f71 · outbound

This paper cites Evaluation of hyperparam- eter optimization in machine and deep learning methods for d ecoding imagined speech eeg,.

Federated Motor Imagery Classification for Privacy-Preserving Brain-Computer Interfaces Evaluation of hyperparam- eter optimization in machine and deep learning methods for d ecoding imagined speech eeg,

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T04:47:01.651761Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a0277181-bbf5-4c90-9ab7-f2aef1a9cbb9 · outbound

This paper cites Transfer Learning for Brain-Computer I nterfaces: A Euclidean Space Data Alignment Approach,.

Federated Motor Imagery Classification for Privacy-Preserving Brain-Computer Interfaces Transfer Learning for Brain-Computer I nterfaces: A Euclidean Space Data Alignment Approach,

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T04:47:01.640760Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 29526da2-4b0d-4434-9c60-7b52c7e35d22 · outbound

This paper cites Controlling the false di scovery rate: a practical and powerful approach to multiple testing,.

Federated Motor Imagery Classification for Privacy-Preserving Brain-Computer Interfaces Controlling the false di scovery rate: a practical and powerful approach to multiple testing,

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T04:47:01.628314Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 2cda85e6-649e-4381-927e-d47e79d24fa4 · outbound

This paper cites Visualizing data using t-SNE,.

Federated Motor Imagery Classification for Privacy-Preserving Brain-Computer Interfaces Visualizing data using t-SNE,

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T04:47:01.616511Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation f929deff-ff69-40ca-a0a7-d405eb7fc121 · outbound

This paper cites Quantify- ing the separability of data classes in neural networks,.

Federated Motor Imagery Classification for Privacy-Preserving Brain-Computer Interfaces Quantify- ing the separability of data classes in neural networks,

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T04:47:01.605186Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 1a7a9648-7f04-4300-83ca-413e802f6248 · outbound

This paper cites On the surp rising behavior of distance metrics in high dimensional space,.

Federated Motor Imagery Classification for Privacy-Preserving Brain-Computer Interfaces On the surp rising behavior of distance metrics in high dimensional space,

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T04:47:01.593882Z

Source-reported events for the cited work

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Observation 432a4de2-9041-4e51-8a62-d6cbe39e7aad · outbound

This paper cites Affective brain-com puter interfaces (aBCIs): A tutorial,.

Federated Motor Imagery Classification for Privacy-Preserving Brain-Computer Interfaces Affective brain-com puter interfaces (aBCIs): A tutorial,

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T04:47:01.582458Z

Source-reported events for the cited work

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