Paper Citation Record · LEDGER

Backpropagation-Free Test-Time Adaptation for Lightweight EEG-Based Brain-Computer Interfaces

As of 9 August 2026, this Paper Citation Record lists 45 of 45 outbound references and 0 inbound Pith citation observations for arXiv:2601.07556.

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

pith.paper-citation-record.v1
2601.07556 v2

Coverage vector

measured 45 of 45 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T11:07:17.041733Z

measured 45 of 45 standing notices

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measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

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measured 0 of 1 external citation measurements

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

Source: cited_works

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45 of 45 outbound references displayed

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Outbound references

Observation 165420a2-99c6-4d3d-854b-bda6cb62613e · outbound

This paper cites Interface, interact ion, and intel- ligence in generalized brain–computer interfaces,.

Backpropagation-Free Test-Time Adaptation for Lightweight EEG-Based Brain-Computer Interfaces Interface, interact ion, and intel- ligence in generalized brain–computer interfaces,

Reference 1

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Observation 05ac3995-d2c9-48e4-a312-a5d3c40a60e7 · outbound

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

Backpropagation-Free Test-Time Adaptation for Lightweight EEG-Based Brain-Computer Interfaces Transfer learning for motor imagery based brain-computer interfaces: A tutorial,

Reference 2

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Observation 7cf70aa3-a775-4c7f-b79c-ef9ffe6dfc09 · outbound

This paper cites Affective brain–comp uter interfaces (aBCIs): A tutorial,.

Backpropagation-Free Test-Time Adaptation for Lightweight EEG-Based Brain-Computer Interfaces Affective brain–comp uter interfaces (aBCIs): A tutorial,

Reference 3

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This paper cites A survey on dro wsiness detection: Modern applications and methods,.

Backpropagation-Free Test-Time Adaptation for Lightweight EEG-Based Brain-Computer Interfaces A survey on dro wsiness detection: Modern applications and methods,

Reference 4

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This paper cites A fully on-line adaptive BCI,.

Backpropagation-Free Test-Time Adaptation for Lightweight EEG-Based Brain-Computer Interfaces A fully on-line adaptive BCI,

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This paper cites A comprehensive survey on transfer learning,.

Backpropagation-Free Test-Time Adaptation for Lightweight EEG-Based Brain-Computer Interfaces A comprehensive survey on transfer learning,

Reference 6

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Observation e81becf3-d330-4f88-bf84-f8bd01b5e605 · outbound

This paper cites A comprehensive survey on tes t-time adaptation under distribution shifts,.

Backpropagation-Free Test-Time Adaptation for Lightweight EEG-Based Brain-Computer Interfaces A comprehensive survey on tes t-time adaptation under distribution shifts,

Reference 7

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Observation 34a29969-3cfa-404f-b0a6-9d0ab7b1eb1e · outbound

This paper cites I n search of lost online test-time adaptation: A survey,.

Backpropagation-Free Test-Time Adaptation for Lightweight EEG-Based Brain-Computer Interfaces I n search of lost online test-time adaptation: A survey,

Reference 8

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Observation c7181c56-c665-4f3b-871f-d1915b51f400 · outbound

This paper cites T-TIME: Test-ti me information maximization ensemble for plug-and-play BCIs ,.

Backpropagation-Free Test-Time Adaptation for Lightweight EEG-Based Brain-Computer Interfaces T-TIME: Test-ti me information maximization ensemble for plug-and-play BCIs ,

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This paper cites Learn ing under concept drift: A review,.

Backpropagation-Free Test-Time Adaptation for Lightweight EEG-Based Brain-Computer Interfaces Learn ing under concept drift: A review,

Reference 10

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Observation 24241f32-92e3-41d7-adf9-37269d927eae · outbound

This paper cites Beyond Model Adaptation at Test Time: A Survey.

Backpropagation-Free Test-Time Adaptation for Lightweight EEG-Based Brain-Computer Interfaces Beyond Model Adaptation at Test Time: A Survey

Reference 11

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This paper cites Improving robustness against common corruptio ns by covariate shift adaptation,.

Backpropagation-Free Test-Time Adaptation for Lightweight EEG-Based Brain-Computer Interfaces Improving robustness against common corruptio ns by covariate shift adaptation,

Reference 12

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This paper cites Tent: Fully test-time adaptation by entropy minimization,.

Backpropagation-Free Test-Time Adaptation for Lightweight EEG-Based Brain-Computer Interfaces Tent: Fully test-time adaptation by entropy minimization,

Reference 13

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This paper cites Transfer learning for brain-computer i nterfaces: A Euclidean space data alignment approach,.

Backpropagation-Free Test-Time Adaptation for Lightweight EEG-Based Brain-Computer Interfaces Transfer learning for brain-computer i nterfaces: A Euclidean space data alignment approach,

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This paper cites Pseudo-Label: The simple and efﬁcient semi -supervised learning method for deep neural networks,.

Backpropagation-Free Test-Time Adaptation for Lightweight EEG-Based Brain-Computer Interfaces Pseudo-Label: The simple and efﬁcient semi -supervised learning method for deep neural networks,

Reference 15

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Observation c2a491c0-7f1f-4f78-b748-d7cee6d3e42f · outbound

This paper cites Towards stable test-time adaptation in dynamic wild world ,.

Backpropagation-Free Test-Time Adaptation for Lightweight EEG-Based Brain-Computer Interfaces Towards stable test-time adaptation in dynamic wild world ,

Reference 16

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This paper cites MEMO: Test time robu stness via adaptation and augmentation,.

Backpropagation-Free Test-Time Adaptation for Lightweight EEG-Based Brain-Computer Interfaces MEMO: Test time robu stness via adaptation and augmentation,

Reference 17

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This paper cites Quantization and training of neural n etworks for efﬁcient integer-arithmetic-only inference,.

Backpropagation-Free Test-Time Adaptation for Lightweight EEG-Based Brain-Computer Interfaces Quantization and training of neural n etworks for efﬁcient integer-arithmetic-only inference,

Reference 18

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This paper cites Q- EEGNet: an energy-efﬁcient 8-bit quantized parallel EEGNe t implemen- tation for edge motor-imagery brain-machine interfaces,.

Backpropagation-Free Test-Time Adaptation for Lightweight EEG-Based Brain-Computer Interfaces Q- EEGNet: an energy-efﬁcient 8-bit quantized parallel EEGNe t implemen- tation for edge motor-imagery brain-machine interfaces,

Reference 19

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Observation a163e7f6-cd29-4b4b-939c-4ddf37dc2cc8 · outbound

This paper cites Privacy-preserving brain–com puter interfaces: A systematic review,.

Backpropagation-Free Test-Time Adaptation for Lightweight EEG-Based Brain-Computer Interfaces Privacy-preserving brain–com puter interfaces: A systematic review,

Reference 20

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This paper cites Exploring model inversion attacks in the black-box setting,.

Backpropagation-Free Test-Time Adaptation for Lightweight EEG-Based Brain-Computer Interfaces Exploring model inversion attacks in the black-box setting,

Reference 21

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Observation e57e7a95-1435-4ab2-bfd4-32d690f1a559 · outbound

This paper cites On pitfalls of test -time adaptation,.

Backpropagation-Free Test-Time Adaptation for Lightweight EEG-Based Brain-Computer Interfaces On pitfalls of test -time adaptation,

Reference 22

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Backpropagation-Free Test-Time Adaptation for Lightweight EEG-Based Brain-Computer Interfaces A survey on negati ve transfer,

Reference 23

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This paper cites Data augmentation for self-pa ced motor imagery classiﬁcation with C-LSTM,.

Backpropagation-Free Test-Time Adaptation for Lightweight EEG-Based Brain-Computer Interfaces Data augmentation for self-pa ced motor imagery classiﬁcation with C-LSTM,

Reference 24

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Backpropagation-Free Test-Time Adaptation for Lightweight EEG-Based Brain-Computer Interfaces Dropout as a Bayesian approxi mation: Representing model uncertainty in deep learning,

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This paper cites Learning to rank for information retrieval,.

Backpropagation-Free Test-Time Adaptation for Lightweight EEG-Based Brain-Computer Interfaces Learning to rank for information retrieval,

Reference 26

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Backpropagation-Free Test-Time Adaptation for Lightweight EEG-Based Brain-Computer Interfaces S oDeep: a sorting deep net to learn ranking loss surrogates,

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Backpropagation-Free Test-Time Adaptation for Lightweight EEG-Based Brain-Computer Interfaces Zhou, Ensemble Methods: F oundations and Algorithms

Reference 28

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Backpropagation-Free Test-Time Adaptation for Lightweight EEG-Based Brain-Computer Interfaces A product fuz zy convo- lutional network for detecting driving fatigue,

Reference 29

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This paper cites EEG-based driver drowsiness es timation using feature weighted episodic training,.

Backpropagation-Free Test-Time Adaptation for Lightweight EEG-Based Brain-Computer Interfaces EEG-based driver drowsiness es timation using feature weighted episodic training,

Reference 30

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This paper cites Research on vehicl e-based driver status/performance monitoring: Development, validation, and reﬁnement of algorithms for detection of driver drowsiness. ﬁnal repo rt,.

Backpropagation-Free Test-Time Adaptation for Lightweight EEG-Based Brain-Computer Interfaces Research on vehicl e-based driver status/performance monitoring: Development, validation, and reﬁnement of algorithms for detection of driver drowsiness. ﬁnal repo rt,

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Backpropagation-Free Test-Time Adaptation for Lightweight EEG-Based Brain-Computer Interfaces A fully automa ted trial selection method for optimization of motor imagery ba sed brain- computer interface,

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Backpropagation-Free Test-Time Adaptation for Lightweight EEG-Based Brain-Computer Interfaces Review of the BCI competition IV,

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Backpropagation-Free Test-Time Adaptation for Lightweight EEG-Based Brain-Computer Interfaces Deep learning with convolutional neural networks for EEG d ecoding and visualization,

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Backpropagation-Free Test-Time Adaptation for Lightweight EEG-Based Brain-Computer Interfaces Kine sthesia in a sustained-attention driving task,

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This paper cites A multimodal approach to esti mating vig- ilance using EEG and forehead EOG,.

Backpropagation-Free Test-Time Adaptation for Lightweight EEG-Based Brain-Computer Interfaces A multimodal approach to esti mating vig- ilance using EEG and forehead EOG,

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Backpropagation-Free Test-Time Adaptation for Lightweight EEG-Based Brain-Computer Interfaces EEGNet: A compact convolutional neural net work for EEG-based brain-computer interfaces,

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Backpropagation-Free Test-Time Adaptation for Lightweight EEG-Based Brain-Computer Interfaces Long short-term mem ory,

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Backpropagation-Free Test-Time Adaptation for Lightweight EEG-Based Brain-Computer Interfaces Channel reﬂecti on: Knowledge-driven data augmentation for EEG-based brain–c omputer interfaces,

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Backpropagation-Free Test-Time Adaptation for Lightweight EEG-Based Brain-Computer Interfaces Time–frequency trans form based EEG data augmentation for brain–computer interfaces,

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Backpropagation-Free Test-Time Adaptation for Lightweight EEG-Based Brain-Computer Interfaces DARE-GRAM: Unsupervis ed domain adaptation regression by aligning inverse GRAM matrices,

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This paper cites A comp rehensive survey on artiﬁcial intelligence empowered edge computing on consumer electronics,.

Backpropagation-Free Test-Time Adaptation for Lightweight EEG-Based Brain-Computer Interfaces A comp rehensive survey on artiﬁcial intelligence empowered edge computing on consumer electronics,

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Backpropagation-Free Test-Time Adaptation for Lightweight EEG-Based Brain-Computer Interfaces Deep learning with edge computing: A review,

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Backpropagation-Free Test-Time Adaptation for Lightweight EEG-Based Brain-Computer Interfaces An accurate EEGNet-based motor-imagery brain–computer i nterface for low-power edge computing,

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Backpropagation-Free Test-Time Adaptation for Lightweight EEG-Based Brain-Computer Interfaces CMSIS-NN: Efficient Neural Network Kernels for Arm Cortex-M CPUs

Reference 45

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