Large Language Models for EEG: A Comprehensive Survey and Taxonomy | Paper Citation Record

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This paper cites Attention Mechanism, Transformers, BERT, and GPT: Tutorial and Survey,.

Large Language Models for EEG: A Comprehensive Survey and Taxonomy Attention Mechanism, Transformers, BERT, and GPT: Tutorial and Survey,

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This paper cites BERT: A Review of Applications in Natural Language Processing and Understanding.

Large Language Models for EEG: A Comprehensive Survey and Taxonomy BERT: A Review of Applications in Natural Language Processing and Understanding

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This paper cites What does BERT learn about the structure of language?.

Large Language Models for EEG: A Comprehensive Survey and Taxonomy What does BERT learn about the structure of language?

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Large Language Models for EEG: A Comprehensive Survey and Taxonomy Brain com- puter interfaces, a review,

Reference 4

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This paper cites Brain- computer interface technology: a review of the first international meeting,.

Large Language Models for EEG: A Comprehensive Survey and Taxonomy Brain- computer interface technology: a review of the first international meeting,

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This paper cites Eeg signal analysis: a survey,.

Large Language Models for EEG: A Comprehensive Survey and Taxonomy Eeg signal analysis: a survey,

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This paper cites Analysis of electroencephalography (eeg) signals and its categorization–a study,.

Large Language Models for EEG: A Comprehensive Survey and Taxonomy Analysis of electroencephalography (eeg) signals and its categorization–a study,

Reference 7

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This paper cites Eeg signal analysis: a survey,.

Large Language Models for EEG: A Comprehensive Survey and Taxonomy Eeg signal analysis: a survey,

Reference 8

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This paper cites Thought2text: Text generation from eeg signal using large language models (llms),.

Large Language Models for EEG: A Comprehensive Survey and Taxonomy Thought2text: Text generation from eeg signal using large language models (llms),

Reference 9

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This paper cites Hidden states in llms improve eeg representation learning and visual decoding,.

Large Language Models for EEG: A Comprehensive Survey and Taxonomy Hidden states in llms improve eeg representation learning and visual decoding,

Reference 10

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This paper cites Mind2Matter: Creating 3D Models from EEG Signals.

Large Language Models for EEG: A Comprehensive Survey and Taxonomy Mind2Matter: Creating 3D Models from EEG Signals

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This paper cites Exploring large-scale language models to evaluate eeg-based multimodal data for mental health,.

Large Language Models for EEG: A Comprehensive Survey and Taxonomy Exploring large-scale language models to evaluate eeg-based multimodal data for mental health,

Reference 12

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This paper cites Eeg artifact removal—state-of-the-art and guidelines,.

Large Language Models for EEG: A Comprehensive Survey and Taxonomy Eeg artifact removal—state-of-the-art and guidelines,

Reference 13

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This paper cites Identification and removal of physiological artifacts from electroencephalogram signals: A review,.

Large Language Models for EEG: A Comprehensive Survey and Taxonomy Identification and removal of physiological artifacts from electroencephalogram signals: A review,

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This paper cites Removal of artifacts from eeg signals: A review,.

Large Language Models for EEG: A Comprehensive Survey and Taxonomy Removal of artifacts from eeg signals: A review,

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This paper cites Discrepancy between inter- and intra-subject variability in eeg-based motor imagery brain-computer interface: Evidence from multiple perspectives,.

Large Language Models for EEG: A Comprehensive Survey and Taxonomy Discrepancy between inter- and intra-subject variability in eeg-based motor imagery brain-computer interface: Evidence from multiple perspectives,

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This paper cites Intra- and inter-subject variability in eeg-based sensorimotor brain computer interface: A review,.

Large Language Models for EEG: A Comprehensive Survey and Taxonomy Intra- and inter-subject variability in eeg-based sensorimotor brain computer interface: A review,

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This paper cites A survey on evaluation of large language models,.

Large Language Models for EEG: A Comprehensive Survey and Taxonomy A survey on evaluation of large language models,

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This paper cites Attention is all you need,.

Large Language Models for EEG: A Comprehensive Survey and Taxonomy Attention is all you need,

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This paper cites Large Language Model Alignment: A Survey.

Large Language Models for EEG: A Comprehensive Survey and Taxonomy Large Language Model Alignment: A Survey

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This paper cites Aligning Large Language Models with Human: A Survey.

Large Language Models for EEG: A Comprehensive Survey and Taxonomy Aligning Large Language Models with Human: A Survey

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This paper cites Eegformer: A transformer–based brain activity classification method using eeg signal,.

Large Language Models for EEG: A Comprehensive Survey and Taxonomy Eegformer: A transformer–based brain activity classification method using eeg signal,

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This paper cites Transformers for eeg-based emotion recognition: A hierarchical spatial information learning model,.

Large Language Models for EEG: A Comprehensive Survey and Taxonomy Transformers for eeg-based emotion recognition: A hierarchical spatial information learning model,

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This paper cites EEG2TEXT: Open Vocabulary EEG-to-Text Decoding with EEG Pre-Training and Multi-View Transformer.

Large Language Models for EEG: A Comprehensive Survey and Taxonomy EEG2TEXT: Open Vocabulary EEG-to-Text Decoding with EEG Pre-Training and Multi-View Transformer

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This paper cites Brain–computer interfaces for com- munication and rehabilitation,.

Large Language Models for EEG: A Comprehensive Survey and Taxonomy Brain–computer interfaces for com- munication and rehabilitation,

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This paper cites Electroen- cephalographic motor imagery brain connectivity analysis for bci: A review,.

Large Language Models for EEG: A Comprehensive Survey and Taxonomy Electroen- cephalographic motor imagery brain connectivity analysis for bci: A review,

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This paper cites Performance variation in motor imagery brain–computer interface: A brief review,.

Large Language Models for EEG: A Comprehensive Survey and Taxonomy Performance variation in motor imagery brain–computer interface: A brief review,

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This paper cites Steady-state visually evoked potentials: Focus on essential paradigms and future perspectives,.

Large Language Models for EEG: A Comprehensive Survey and Taxonomy Steady-state visually evoked potentials: Focus on essential paradigms and future perspectives,

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This paper cites Steady-state visual evoked potential (ssvep)-based communication: impact of harmonic frequency components,.

Large Language Models for EEG: A Comprehensive Survey and Taxonomy Steady-state visual evoked potential (ssvep)-based communication: impact of harmonic frequency components,

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This paper cites A survey of multimodel large language models,.

Large Language Models for EEG: A Comprehensive Survey and Taxonomy A survey of multimodel large language models,

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Large Language Models for EEG: A Comprehensive Survey and Taxonomy Image Transformer

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Large Language Models for EEG: A Comprehensive Survey and Taxonomy Pre-trained models: Past, present and future,

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This paper cites BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding.

Large Language Models for EEG: A Comprehensive Survey and Taxonomy BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

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Large Language Models for EEG: A Comprehensive Survey and Taxonomy Flamingo: a Visual Language Model for Few-Shot Learning

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Large Language Models for EEG: A Comprehensive Survey and Taxonomy Visual Instruction Tuning

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Large Language Models for EEG: A Comprehensive Survey and Taxonomy Finetuned Language Models Are Zero-Shot Learners

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Large Language Models for EEG: A Comprehensive Survey and Taxonomy Instruction tuning for large language models: A survey,

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Large Language Models for EEG: A Comprehensive Survey and Taxonomy Large Transformers are Better EEG Learners

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This paper cites BELT-2: Bootstrapping EEG-to-Language representation alignment for multi-task brain decoding.

Large Language Models for EEG: A Comprehensive Survey and Taxonomy BELT-2: Bootstrapping EEG-to-Language representation alignment for multi-task brain decoding

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Large Language Models for EEG: A Comprehensive Survey and Taxonomy A survey of zero-shot learning: Settings, methods, and applications,

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Large Language Models for EEG: A Comprehensive Survey and Taxonomy A review of generalized zero-shot learning methods,

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Large Language Models for EEG: A Comprehensive Survey and Taxonomy EEG-CLIP : Learning EEG representations from natural language descriptions

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Large Language Models for EEG: A Comprehensive Survey and Taxonomy Hypergraph Multi-modal Large Language Model: Exploiting EEG and Eye-tracking Modalities to Evaluate Heterogeneous Responses for Video Understanding

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Large Language Models for EEG: A Comprehensive Survey and Taxonomy Generalizing from a Few Examples: A Survey on Few-Shot Learning

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Large Language Models for EEG: A Comprehensive Survey and Taxonomy A Comprehensive Survey of Few-shot Learning: Evolution, Applications, Challenges, and Opportunities

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Large Language Models for EEG: A Comprehensive Survey and Taxonomy EEG Emotion Copilot: Optimizing Lightweight LLMs for Emotional EEG Interpretation with Assisted Medical Record Generation

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This paper cites Advancing semi-supervised eeg emotion recognition through feature extraction with mixup and large language models,.

Large Language Models for EEG: A Comprehensive Survey and Taxonomy Advancing semi-supervised eeg emotion recognition through feature extraction with mixup and large language models,

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Large Language Models for EEG: A Comprehensive Survey and Taxonomy Classification of non-invasive eeg signals during motor imagery tasks using a large language model,

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This paper cites Deep representation learning for open vocabulary electroencephalography-to-text decod- ing,.

Large Language Models for EEG: A Comprehensive Survey and Taxonomy Deep representation learning for open vocabulary electroencephalography-to-text decod- ing,

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This paper cites DeWave: Discrete EEG Waves Encoding for Brain Dynamics to Text Translation.

Large Language Models for EEG: A Comprehensive Survey and Taxonomy DeWave: Discrete EEG Waves Encoding for Brain Dynamics to Text Translation

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Large Language Models for EEG: A Comprehensive Survey and Taxonomy EEG-GPT: Exploring Capabilities of Large Language Models for EEG Classification and Interpretation

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This paper cites EEG-Language Pretraining for Highly Label-Efficient Clinical Phenotyping.

Large Language Models for EEG: A Comprehensive Survey and Taxonomy EEG-Language Pretraining for Highly Label-Efficient Clinical Phenotyping

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Large Language Models for EEG: A Comprehensive Survey and Taxonomy Eegunity: Open-source tool in facil- itating unified eeg datasets toward large-scale eeg model,

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This paper cites Enhancing EEG-to-Text Decoding through Transferable Representations from Pre-trained Contrastive EEG-Text Masked Autoencoder.

Large Language Models for EEG: A Comprehensive Survey and Taxonomy Enhancing EEG-to-Text Decoding through Transferable Representations from Pre-trained Contrastive EEG-Text Masked Autoencoder

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This paper cites Enhancing neural decoding with large language models: A gpt-based approach,.

Large Language Models for EEG: A Comprehensive Survey and Taxonomy Enhancing neural decoding with large language models: A gpt-based approach,

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This paper cites Exploration of LLMs, EEG, and behavioral data to measure and support attention and sleep.

Large Language Models for EEG: A Comprehensive Survey and Taxonomy Exploration of LLMs, EEG, and behavioral data to measure and support attention and sleep

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This paper cites Exploring the diagnostic potential of llms in schizophrenia detection through eeg analy- sis,.

Large Language Models for EEG: A Comprehensive Survey and Taxonomy Exploring the diagnostic potential of llms in schizophrenia detection through eeg analy- sis,

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This paper cites From word embedding to reading embedding us- ing large language model, eeg and eye-tracking,.

Large Language Models for EEG: A Comprehensive Survey and Taxonomy From word embedding to reading embedding us- ing large language model, eeg and eye-tracking,

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This paper cites Integrating LLM, EEG, and Eye-Tracking Biomarker Analysis for Word-Level Neural State Classification in Semantic Inference Reading Comprehension.

Large Language Models for EEG: A Comprehensive Survey and Taxonomy Integrating LLM, EEG, and Eye-Tracking Biomarker Analysis for Word-Level Neural State Classification in Semantic Inference Reading Comprehension

Reference 59

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Observation 3e71fba0-4a8c-4ee0-b22a-102353cae31a · outbound

This paper cites Large Brain Model for Learning Generic Representations with Tremendous EEG Data in BCI.

Large Language Models for EEG: A Comprehensive Survey and Taxonomy Large Brain Model for Learning Generic Representations with Tremendous EEG Data in BCI

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-07T11:30:55.724716Z

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Observation 01d46bf9-a2de-4907-8626-c5a8b9b48d1d · outbound

This paper cites Large Cognition Model: Towards Pretrained EEG Foundation Model.

Large Language Models for EEG: A Comprehensive Survey and Taxonomy Large Cognition Model: Towards Pretrained EEG Foundation Model

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-07T11:30:55.819712Z

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Observation bf2d5f5a-32d2-4987-b0d8-d13a1f77fdcb · outbound

This paper cites Eegpt: Pretrained transformer for universal and reliable representation of eeg signals,.

Large Language Models for EEG: A Comprehensive Survey and Taxonomy Eegpt: Pretrained transformer for universal and reliable representation of eeg signals,

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-07T11:30:55.880981Z

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Observation 30e8adf6-7c38-4d3d-badb-0486d18d7928 · outbound

This paper cites Leveraging large language models and fuzzy clus- tering for eeg report analysis,.

Large Language Models for EEG: A Comprehensive Survey and Taxonomy Leveraging large language models and fuzzy clus- tering for eeg report analysis,

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-07T11:30:55.958325Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4d2c8432-9537-4f5e-befb-50b6cadc55f8 · outbound

This paper cites Neuro-GPT: Towards A Foundation Model for EEG.

Large Language Models for EEG: A Comprehensive Survey and Taxonomy Neuro-GPT: Towards A Foundation Model for EEG

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-07T11:30:56.038635Z

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Observation 8ec24332-9326-4765-9958-5b1b47e9a264 · outbound

This paper cites See: Semantically aligned eeg-to-text translation,.

Large Language Models for EEG: A Comprehensive Survey and Taxonomy See: Semantically aligned eeg-to-text translation,

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:31:01.968800Z

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Observation 9b710374-b905-45e3-be07-ee2b571e9aa8 · outbound

This paper cites EEGFormer: Towards Transferable and Interpretable Large-Scale EEG Foundation Model.

Large Language Models for EEG: A Comprehensive Survey and Taxonomy EEGFormer: Towards Transferable and Interpretable Large-Scale EEG Foundation Model

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-07T11:30:56.190678Z

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Observation 1feda5a5-3a1b-41ff-b7bc-81ad1c747ec0 · outbound

This paper cites EEGTrans: Transformer- driven generative models for EEG synthesis,.

Large Language Models for EEG: A Comprehensive Survey and Taxonomy EEGTrans: Transformer- driven generative models for EEG synthesis,

Reference 67

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:31:01.959367Z

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Observation f2a7a9f5-6127-4e83-a7da-41b945448504 · outbound

This paper cites BrainGPT: Unleashing the Potential of EEG Generalist Foundation Model by Autoregressive Pre-training.

Large Language Models for EEG: A Comprehensive Survey and Taxonomy BrainGPT: Unleashing the Potential of EEG Generalist Foundation Model by Autoregressive Pre-training

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-07T11:30:56.367628Z

Source-reported events for the cited work

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Observation ef0ac3e6-a0a3-4f21-b1e7-00131c661bf6 · outbound

This paper cites Investigating critical frequency bands and channels for eeg-based emotion recognition with deep neural networks,.

Large Language Models for EEG: A Comprehensive Survey and Taxonomy Investigating critical frequency bands and channels for eeg-based emotion recognition with deep neural networks,

Reference 69

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:31:01.949133Z

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Observation e76d4505-002b-4a39-b88b-627bf4f98ff8 · outbound

This paper cites Emotionmeter: A multimodal framework for recognizing human emotions,.

Large Language Models for EEG: A Comprehensive Survey and Taxonomy Emotionmeter: A multimodal framework for recognizing human emotions,

Reference 70

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:31:01.938642Z

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Observation 378f8129-f9e8-4f3c-8a1d-3c57bd15d458 · outbound

This paper cites ZuCo 2.0: A dataset of physiological recordings during natural reading and annotation,.

Large Language Models for EEG: A Comprehensive Survey and Taxonomy ZuCo 2.0: A dataset of physiological recordings during natural reading and annotation,

Reference 71

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:31:01.929214Z

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Observation 27647172-8a1e-4f42-9bee-1ac4591d6037 · outbound

This paper cites Deep learning human mind for automated visual classification,.

Large Language Models for EEG: A Comprehensive Survey and Taxonomy Deep learning human mind for automated visual classification,

Reference 72

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:31:01.919274Z

Source-reported events for the cited work

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Observation eace6ef2-207e-4404-af38-289538ef427b · outbound

This paper cites Decoding brain represen- tations by multimodal learning of neural activity and visual features,.

Large Language Models for EEG: A Comprehensive Survey and Taxonomy Decoding brain represen- tations by multimodal learning of neural activity and visual features,

Reference 73

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:31:01.909569Z

Source-reported events for the cited work

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Observation 62d9ef69-23bd-431f-b60e-dea7840dba94 · outbound

This paper cites Analysis of eeg structural synchrony in adolescents with schizophrenic disorders,.

Large Language Models for EEG: A Comprehensive Survey and Taxonomy Analysis of eeg structural synchrony in adolescents with schizophrenic disorders,

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-07T11:30:56.815734Z

Source-reported events for the cited work

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Observation ba0bf300-0221-42d2-a15b-584e4c8f6682 · outbound

This paper cites Analysis of a sleep-dependent neu- ronal feedback loop: the slow-wave microcontinuity of the eeg,.

Large Language Models for EEG: A Comprehensive Survey and Taxonomy Analysis of a sleep-dependent neu- ronal feedback loop: the slow-wave microcontinuity of the eeg,

Reference 75

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:31:01.900164Z

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Observation a5450822-890f-491d-bc7b-17c3f83da292 · outbound

This paper cites The bci competition iii: validating alternative approaches to actual bci problems,.

Large Language Models for EEG: A Comprehensive Survey and Taxonomy The bci competition iii: validating alternative approaches to actual bci problems,

Reference 76

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:31:01.891161Z

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Observation b4ef40fe-1b64-46da-8887-15b67854a48a · outbound

This paper cites The temple university hospital eeg data corpus,.

Large Language Models for EEG: A Comprehensive Survey and Taxonomy The temple university hospital eeg data corpus,

Reference 77

Resolution: unresolved; no resolver link, observed 2026-08-07T11:30:57.047236Z

Source-reported events for the cited work

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Observation b908ba96-8868-4be4-9db5-131d2d175d49 · outbound

This paper cites Automated identification of abnormal adult eegs,.

Large Language Models for EEG: A Comprehensive Survey and Taxonomy Automated identification of abnormal adult eegs,

Reference 78

Resolution: metadata mismatch; raw_fallback, observed 2026-08-07T11:31:01.014648Z

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Observation 668f6b86-60bd-4060-a38c-1be5957f5990 · outbound

This paper cites The nmt scalp eeg dataset: An open-source annotated dataset of healthy and pathological eeg recordings for predictive modeling,.

Large Language Models for EEG: A Comprehensive Survey and Taxonomy The nmt scalp eeg dataset: An open-source annotated dataset of healthy and pathological eeg recordings for predictive modeling,

Reference 79

Resolution: metadata mismatch; raw_fallback, observed 2026-08-07T11:31:00.919385Z

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Observation 7ef23434-3051-465f-9101-74bc9a7109a0 · outbound

This paper cites The temple university hospital seizure detec- tion corpus,.

Large Language Models for EEG: A Comprehensive Survey and Taxonomy The temple university hospital seizure detec- tion corpus,

Reference 80

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:31:01.882178Z

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Observation 6428d362-9f08-4c70-bf89-5a7157120580 · outbound

This paper cites Zuco, a simultaneous eeg and eye-tracking resource for natural sentence reading,.

Large Language Models for EEG: A Comprehensive Survey and Taxonomy Zuco, a simultaneous eeg and eye-tracking resource for natural sentence reading,

Reference 81

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:31:01.873026Z

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Observation 667c8362-2695-4c18-ab8c-ee74cc5881d1 · outbound

This paper cites Physiobank, physiotoolkit, and physionet: components of a new research resource for complex physiologic signals,.

Large Language Models for EEG: A Comprehensive Survey and Taxonomy Physiobank, physiotoolkit, and physionet: components of a new research resource for complex physiologic signals,

Reference 82

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:31:01.863123Z

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

Observation 19d0e218-6731-4f2d-b5ea-51a64321a3bf · outbound

This paper cites A benchmark dataset for ssvep-based brain-computer interfaces,.

Large Language Models for EEG: A Comprehensive Survey and Taxonomy A benchmark dataset for ssvep-based brain-computer interfaces,

Reference 83

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:31:01.854450Z

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Observation b6fe7829-e03e-46e6-9a0c-2ecea873aeec · outbound

This paper cites Topological superconductivity in tripartite superconductor-ferromagnet-semiconductor nanowires.

Large Language Models for EEG: A Comprehensive Survey and Taxonomy Topological superconductivity in tripartite superconductor-ferromagnet-semiconductor nanowires

Reference 84

Resolution: unresolved; no resolver link, observed 2026-08-07T11:30:57.571305Z

Source-reported events for the cited work

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Observation 32854dcd-c1ca-408f-8941-b89456d4c4ee · outbound

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

Large Language Models for EEG: A Comprehensive Survey and Taxonomy Random forests in non-invasive sensorimotor rhythm brain-computer interfaces: a practical and convenient non-linear classifier,

Reference 85

Resolution: verified exact; doi, observed 2026-08-07T11:31:00.665775Z

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Observation 1a4d1f16-0346-4a4c-b9b8-23815dab400a · outbound

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

Large Language Models for EEG: A Comprehensive Survey and Taxonomy Deep learning with convolutional neural networks for eeg decoding and visualization,

Reference 86

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:31:01.845796Z

Source-reported events for the cited work

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Observation e4b3e948-3e84-459e-b0c2-9ec2d081bb27 · outbound

This paper cites M3cv:a multi-subject, multi-session, and multi-task database for eeg- based biometrics challenge,.

Large Language Models for EEG: A Comprehensive Survey and Taxonomy M3cv:a multi-subject, multi-session, and multi-task database for eeg- based biometrics challenge,

Reference 87

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:31:01.836383Z

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

Observation a8714ded-7411-49c0-b3a9-529c06745468 · outbound

This paper cites Objective and subjective evaluation of online error correction during p300-based spelling,.

Large Language Models for EEG: A Comprehensive Survey and Taxonomy Objective and subjective evaluation of online error correction during p300-based spelling,

Reference 88

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:31:01.827276Z

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

Observation b047ebe4-c970-4510-bb30-f07233c98495 · outbound

This paper cites Physiobank, physiotoolkit, and physionet,.

Large Language Models for EEG: A Comprehensive Survey and Taxonomy Physiobank, physiotoolkit, and physionet,

Reference 89

Resolution: unresolved; no resolver link, observed 2026-08-07T11:30:58.235888Z

Source-reported events for the cited work

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Observation a6a5a189-687a-41ad-9175-c62c8535b828 · outbound

This paper cites Deap: A database for emotion analysis ;using physiological signals,.

Large Language Models for EEG: A Comprehensive Survey and Taxonomy Deap: A database for emotion analysis ;using physiological signals,

Reference 90

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:31:01.818304Z

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Observation ecda143e-65dc-4a70-9865-569dfa52615c · outbound

This paper cites A large finer-grained affective computing eeg dataset,.

Large Language Models for EEG: A Comprehensive Survey and Taxonomy A large finer-grained affective computing eeg dataset,

Reference 91

Resolution: unresolved; no resolver link, observed 2026-08-07T11:30:58.473850Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c4679990-dcef-45b3-b14c-a5f991a459de · outbound

This paper cites Com- paring recognition performance and robustness of multimodal deep learning models for multimodal emotion recognition,.

Large Language Models for EEG: A Comprehensive Survey and Taxonomy Com- paring recognition performance and robustness of multimodal deep learning models for multimodal emotion recognition,

Reference 92

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:31:01.809033Z

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.

Observation db976b3d-d9c7-404a-8c78-2df9dfa5352f · outbound

This paper cites Eeg datasets for motor imagery brain–computer interface,.

Large Language Models for EEG: A Comprehensive Survey and Taxonomy Eeg datasets for motor imagery brain–computer interface,

Reference 93

Resolution: unresolved; no resolver link, observed 2026-08-07T11:30:58.776087Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6348163e-5f0a-41b6-a988-ca9cf76d9b50 · outbound

This paper cites Electroencephalo- grams during mental arithmetic task performance,.

Large Language Models for EEG: A Comprehensive Survey and Taxonomy Electroencephalo- grams during mental arithmetic task performance,

Reference 94

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:31:01.799908Z

Source-reported events for the cited work

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Observation 2d5061f0-4a9a-4cd8-ae70-30efcaaca09a · outbound

This paper cites Stew: Simul- taneous task eeg workload data set,.

Large Language Models for EEG: A Comprehensive Survey and Taxonomy Stew: Simul- taneous task eeg workload data set,

Reference 95

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:31:01.789801Z

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.

Observation c50358aa-1d37-47a2-90dc-c0d8c23f895c · outbound

This paper cites Haaglan- den medisch centrum sleep staging database (ver- sion 1.1),.

Large Language Models for EEG: A Comprehensive Survey and Taxonomy Haaglan- den medisch centrum sleep staging database (ver- sion 1.1),

Reference 96

Resolution: unresolved; no resolver link, observed 2026-08-07T11:30:59.218976Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3e142242-1be9-4818-bfba-8f3fcff0adad · outbound

This paper cites Inferring imagined speech using eeg signals: a new approach using riemannian manifold features,.

Large Language Models for EEG: A Comprehensive Survey and Taxonomy Inferring imagined speech using eeg signals: a new approach using riemannian manifold features,

Reference 97

Resolution: unresolved; no resolver link, observed 2026-08-07T11:30:59.346673Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 15bde8a6-0ead-4c5e-b45d-2aa6686ab49e · outbound

This paper cites Generative adversarial networks: An overview,.

Large Language Models for EEG: A Comprehensive Survey and Taxonomy Generative adversarial networks: An overview,

Reference 98

Resolution: malformed identifier; no resolver link, observed 2026-08-07T11:30:59.473736Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9af6b6b9-a52d-494d-91a1-c9a445fee1e9 · outbound

This paper cites Generative adversarial networks,.

Large Language Models for EEG: A Comprehensive Survey and Taxonomy Generative adversarial networks,

Reference 99

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:31:01.780686Z

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.

Observation 37cb464b-43e0-475a-821c-bdb246a6b795 · outbound

This paper cites Recent progress on generative adversarial networks (gans): A survey,.

Large Language Models for EEG: A Comprehensive Survey and Taxonomy Recent progress on generative adversarial networks (gans): A survey,

Reference 100

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:31:01.771764Z

Source-reported events for the cited work

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Coverage vector

Reference resolution

Outbound references

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