| Approximating DTW with a convolutional neural network on EEG data | Jan 30, 2023 | Anomaly DetectionComputational Efficiency | —Unverified | 0 | 0 |
| Aligning Humans and Robots via Reinforcement Learning from Implicit Human Feedback | Jul 17, 2025 | EEGMuJoCo | —Unverified | 0 | 0 |
| CiTrus: Squeezing Extra Performance out of Low-data Bio-signal Transfer Learning | Dec 16, 2024 | EEGTransfer Learning | —Unverified | 0 | 0 |
| CIT-EmotionNet: CNN Interactive Transformer Network for EEG Emotion Recognition | May 7, 2023 | EEGEEG Emotion Recognition | —Unverified | 0 | 0 |
| Approximately optimal domain adaptation with Fisher's Linear Discriminant | Feb 27, 2023 | Domain AdaptationEEG | —Unverified | 0 | 0 |
| CineBrain: A Large-Scale Multi-Modal Brain Dataset During Naturalistic Audiovisual Narrative Processing | Mar 10, 2025 | DecoderEEG | —Unverified | 0 | 0 |
| Applying Transfer Learning To Deep Learned Models For EEG Analysis | Jul 2, 2019 | Deep LearningEEG | —Unverified | 0 | 0 |
| Modified Feature Selection for Improved Classification of Resting-State Raw EEG Signals in Chronic Knee Pain | Jun 27, 2023 | EEGfeature selection | —Unverified | 0 | 0 |
| Chronic iEEG recordings and interictal spike rate reveal multiscale temporal modulations in seizure states | Jan 27, 2022 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Choosing Wavelet Methods, Filters, and Lengths for Functional Brain Network Construction | Dec 23, 2015 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Chirp Localization via Fine-Tuned Transformer Model: A Proof-of-Concept Study | Mar 24, 2025 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Application of Topological Data Analysis to Delirium Detection | Oct 10, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| A Lightweight Domain Adversarial Neural Network Based on Knowledge Distillation for EEG-based Cross-subject Emotion Recognition | May 12, 2023 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| A comparison of single-trial EEG classification and EEG-informed fMRI across three MR compatible EEG recording systems | Jul 25, 2017 | ClassificationEEG | —Unverified | 0 | 0 |
| Integrating LLM, EEG, and Eye-Tracking Biomarker Analysis for Word-Level Neural State Classification in Semantic Inference Reading Comprehension | Sep 27, 2023 | EEGFeature Engineering | —Unverified | 0 | 0 |
| ChatBCI: A P300 Speller BCI Leveraging Large Language Models for Improved Sentence Composition in Realistic Scenarios | Nov 23, 2024 | EEGSentence | —Unverified | 0 | 0 |
| Application of statistical analysis to working memory problem | Jun 28, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Characterizing TMS-EEG perturbation indexes using signal energy: initial study on Alzheimer's Disease classification | Apr 29, 2022 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Characterizing functional brain networks and emotional centers based on Rasa theory of Indian aesthetics | Sep 14, 2018 | Community DetectionEEG | —Unverified | 0 | 0 |
| Application of Machine Learning to Sleep Stage Classification | Nov 4, 2021 | BIG-bench Machine LearningClassification | —Unverified | 0 | 0 |
| Characterizing Accuracy Trade-offs of EEG Applications on Embedded HMPs | Feb 15, 2024 | EEGSeizure Detection | —Unverified | 0 | 0 |
| Characterization of Alzheimer's disease using EEG as a potential early diagnostic tool | Jul 3, 2024 | DiagnosticEEG | —Unverified | 0 | 0 |
| Application of Dictionary Learning in Alleviating Computational Burden of EEG Source Localization | Jul 25, 2017 | Dictionary LearningDimensionality Reduction | —Unverified | 0 | 0 |
| Channel Reflection: Knowledge-Driven Data Augmentation for EEG-Based Brain-Computer Interfaces | Dec 4, 2024 | Brain Computer InterfaceData Augmentation | —Unverified | 0 | 0 |
| Application of Common Spatial Patterns in Gravitational Waves Detection | Jan 11, 2022 | Brain Computer InterfaceEEG | —Unverified | 0 | 0 |
| Algoritmos de minería de datos en la industria sanitaria | Apr 19, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| A Deep Generative Model for Five-Class Sleep Staging with Arbitrary Sensor Input | Aug 9, 2024 | EEGSleep Staging | —Unverified | 0 | 0 |
| Channel-Imposed Fusion: A Simple yet Effective Method for Medical Time Series Classification | May 31, 2025 | ClassificationEEG | —Unverified | 0 | 0 |
| Changes in Power and Information Flow in Resting-state EEG by Working Memory Process | Dec 12, 2022 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| A Portable Solution for Simultaneous Human Movement and Mobile EEG Acquisition: Readiness Potentials for Basketball Free-throw Shooting | Jan 9, 2025 | EEG | —Unverified | 0 | 0 |
| Champuru 2: Improved scoring of alignments and a user-friendly graphical interface | May 9, 2024 | EEG | —Unverified | 0 | 0 |
| Challenges of Driver Drowsiness Prediction: The Remaining Steps to Implementation | Sep 17, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| A Pilot Study on Visually Stimulated Cognitive Tasks for EEG-Based Dementia Recognition | Mar 5, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Certainty based Reduced Sparse Solution for Dense Array EEG Source Localization | Dec 22, 2018 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| CEReBrO: Compact Encoder for Representations of Brain Oscillations Using Efficient Alternating Attention | Jan 18, 2025 | Anomaly ClassificationEEG | —Unverified | 0 | 0 |
| A-Phase classification using convolutional neural networks | Jul 22, 2019 | ClassificationEEG | —Unverified | 0 | 0 |
| Algorithmic Clustering based on String Compression to Extract P300 Structure in EEG Signals | Jan 31, 2025 | ClusteringEEG | —Unverified | 0 | 0 |
| A Deep Evolutionary Approach to Bioinspired Classifier Optimisation for Brain-Machine Interaction | Aug 13, 2019 | ClassificationEEG | —Unverified | 0 | 0 |
| A Comparative Study of Conventional and Tripolar EEG for High-Performance Reach-to-Grasp BCI Systems | Jan 31, 2024 | EEGFunctional Connectivity | —Unverified | 0 | 0 |
| Cepstral Analysis Based Artifact Detection, Recognition and Removal for Prefrontal EEG | Apr 12, 2024 | Artifact DetectionEEG | —Unverified | 0 | 0 |
| Oscillatory Signatures of Parkinson's Disease: Central and Parietal EEG Alterations Across Multiple Frequency Bands | Mar 16, 2025 | DiagnosticEEG | —Unverified | 0 | 0 |
| A penalized likelihood method for classification with matrix-valued predictors | Sep 23, 2016 | ClassificationEEG | —Unverified | 0 | 0 |
| A Parametric Time Frequency-Conditional Granger Causality Method Using Ultra-regularized Orthogonal Least Squares and Multiwavelets for Dynamic Connectivity Analysis in EEGs | Oct 22, 2018 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| ALEBk: Feasibility Study of Attention Level Estimation via Blink Detection applied to e-Learning | Dec 16, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Causal interpretation rules for encoding and decoding models in neuroimaging | Nov 15, 2015 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| CATVis: Context-Aware Thought Visualization | Jul 15, 2025 | cross-modal alignmentEEG | —Unverified | 0 | 0 |
| An Unobtrusive and Lightweight Ear-worn System for Continuous Epileptic Seizure Detection | Jan 1, 2024 | EEGSeizure Detection | —Unverified | 0 | 0 |
| Cascaded Self-supervised Learning for Subject-independent EEG-based Emotion Recognition | Mar 6, 2024 | Contrastive LearningDeep Learning | —Unverified | 0 | 0 |
| A large-scale evaluation framework for EEG deep learning architectures | Jun 18, 2018 | Deep LearningEEG | —Unverified | 0 | 0 |
| Transparency in Sleep Staging: Deep Learning Method for EEG Sleep Stage Classification with Model Interpretability | Sep 10, 2023 | ClassificationDecision Making | —Unverified | 0 | 0 |