| CiTrus: Squeezing Extra Performance out of Low-data Bio-signal Transfer Learning | Dec 16, 2024 | EEGTransfer Learning | —Unverified | 0 |
| A3E: Aligned and Augmented Adversarial Ensemble for Accurate, Robust and Privacy-Preserving EEG Decoding | Dec 16, 2024 | Adversarial RobustnessBrain Computer Interface | —Unverified | 0 |
| SCFNet:A Transferable IIIC EEG Classification Network | Dec 16, 2024 | ClassificationEEG | —Unverified | 0 |
| EEG-GMACN: Interpretable EEG Graph Mutual Attention Convolutional Network | Dec 15, 2024 | Brain Computer InterfaceEEG | —Unverified | 0 |
| A multimodal dataset for understanding the impact of mobile phones on remote online virtual education | Dec 13, 2024 | EEGHead Pose Estimation | CodeCode Available | 0 |
| Motor Imagery Classification for Asynchronous EEG-Based Brain-Computer Interfaces | Dec 12, 2024 | ClassificationEEG | CodeCode Available | 0 |
| Decoding individual words from non-invasive brain recordings across 723 participants | Dec 11, 2024 | EEG | —Unverified | 0 |
| Robust Feature Engineering Techniques for Designing Efficient Motor Imagery-Based BCI-Systems | Dec 10, 2024 | Brain Computer InterfaceEEG | —Unverified | 0 |
| Adversarial Filtering Based Evasion and Backdoor Attacks to EEG-Based Brain-Computer Interfaces | Dec 10, 2024 | Brain Computer InterfaceEEG | CodeCode Available | 0 |
| Comparative Analysis of Deep Learning Approaches for Harmful Brain Activity Detection Using EEG | Dec 10, 2024 | Action DetectionActivity Detection | —Unverified | 0 |
| Towards Brain Passage Retrieval -- An Investigation of EEG Query Representations | Dec 9, 2024 | cross-modal alignmentEEG | —Unverified | 0 |
| Ensemble Machine Learning Model for Inner Speech Recognition: A Subject-Specific Investigation | Dec 9, 2024 | EEGfeature selection | —Unverified | 0 |
| EEG-Based Mental Imagery Task Adaptation via Ensemble of Weight-Decomposed Low-Rank Adapters | Dec 8, 2024 | Domain AdaptationEEG | —Unverified | 0 |
| STEAM-EEG: Spatiotemporal EEG Analysis with Markov Transfer Fields and Attentive CNNs | Dec 7, 2024 | Decision MakingEEG | —Unverified | 0 |
| Automatic Prediction of Stroke Treatment Outcomes: Latest Advances and Perspectives | Dec 6, 2024 | Date UnderstandingDecision Making | —Unverified | 0 |
| Channel Reflection: Knowledge-Driven Data Augmentation for EEG-Based Brain-Computer Interfaces | Dec 4, 2024 | Brain Computer InterfaceData Augmentation | —Unverified | 0 |
| Multi-Branch Mutual-Distillation Transformer for EEG-Based Seizure Subtype Classification | Dec 4, 2024 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Effect of Simulated Space Conditions on functional Connectivity | Dec 4, 2024 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| An ADHD Diagnostic Interface Based on EEG Spectrograms and Deep Learning Techniques | Dec 3, 2024 | DiagnosticEEG | —Unverified | 0 |
| Federated Motor Imagery Classification for Privacy-Preserving Brain-Computer Interfaces | Dec 2, 2024 | Brain Computer InterfaceEEG | CodeCode Available | 0 |
| Linear stimulus reconstruction works on the KU Leuven audiovisual, gaze-controlled auditory attention decoding dataset | Dec 2, 2024 | EEG | —Unverified | 0 |
| ECG-SleepNet: Deep Learning-Based Comprehensive Sleep Stage Classification Using ECG Signals | Dec 2, 2024 | ClassificationData Augmentation | —Unverified | 0 |
| GEFM: Graph-Enhanced EEG Foundation Model | Nov 29, 2024 | EEGmodel | —Unverified | 0 |
| Dynamic EEG-fMRI mapping: Revealing the relationship between brain connectivity and cognitive state | Nov 29, 2024 | EEGFunctional Connectivity | —Unverified | 0 |
| Protecting Multiple Types of Privacy Simultaneously in EEG-based Brain-Computer Interfaces | Nov 29, 2024 | Brain Computer InterfaceEEG | —Unverified | 0 |
| Knowledge-Data Fusion Based Source-Free Semi-Supervised Domain Adaptation for Seizure Subtype Classification | Nov 29, 2024 | ClassificationDomain Adaptation | —Unverified | 0 |
| Pre-Training Graph Contrastive Masked Autoencoders are Strong Distillers for EEG | Nov 28, 2024 | EEGKnowledge Distillation | —Unverified | 0 |
| Decoding Imagined Movement in People with Multiple Sclerosis for Brain-Computer Interface Translation | Nov 28, 2024 | Brain Computer InterfaceEEG | —Unverified | 0 |
| ArEEG_Words: Dataset for Envisioned Speech Recognition using EEG for Arabic Words | Nov 28, 2024 | Brain Computer InterfaceEEG | —Unverified | 0 |
| Dual Prototyping with Domain and Class Prototypes for Affective Brain-Computer Interface in Unseen Target Conditions | Nov 27, 2024 | Brain Computer InterfaceDisentanglement | —Unverified | 0 |
| Evolving Markov Chains: Unsupervised Mode Discovery and Recognition from Data Streams | Nov 26, 2024 | Activity RecognitionEEG | —Unverified | 0 |
| Graph Adapter of EEG Foundation Models for Parameter Efficient Fine Tuning | Nov 25, 2024 | Anomaly DetectionEEG | —Unverified | 0 |
| Revisiting Your Memory: Reconstruction of Affect-Contextualized Memory via EEG-guided Audiovisual Generation | Nov 24, 2024 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| ChatBCI: A P300 Speller BCI Leveraging Large Language Models for Improved Sentence Composition in Realistic Scenarios | Nov 23, 2024 | EEGSentence | —Unverified | 0 |
| Brain-Computer Interfaces for Emotional Regulation in Patients with Various Disorders | Nov 22, 2024 | DiversityEEG | —Unverified | 0 |
| Implementation of tools for lessening the influence of artifacts in EEG signal analysis | Nov 21, 2024 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| EEG Signal Denoising Using pix2pix GAN: Enhancing Neurological Data Analysis | Nov 20, 2024 | DenoisingEEG | —Unverified | 0 |
| Comprehensive Methodology for Sample Augmentation in EEG Biomarker Studies for Alzheimers Risk Classification | Nov 20, 2024 | EEG | —Unverified | 0 |
| Enhanced average for event-related potential analysis using dynamic time warping | Nov 20, 2024 | Dynamic Time WarpingEEG | —Unverified | 0 |
| Automatic EEG Independent Component Classification Using ICLabel in Python | Nov 20, 2024 | Component ClassificationEEG | —Unverified | 0 |
| Energy-based features and bi-LSTM neural network for EEG-based music and voice classification | Nov 20, 2024 | Binary ClassificationClassification | —Unverified | 0 |
| Neuro-3D: Towards 3D Visual Decoding from EEG Signals | Nov 19, 2024 | EEG | —Unverified | 0 |
| Bi-LSTM neural network for EEG-based error detection in musicians' performance | Nov 19, 2024 | Activity RecognitionEEG | —Unverified | 0 |
| Hybrid Quantum Deep Learning Model for Emotion Detection using raw EEG Signal Analysis | Nov 19, 2024 | Deep LearningEEG | —Unverified | 0 |
| Enhanced Cross-Dataset Electroencephalogram-based Emotion Recognition using Unsupervised Domain Adaptation | Nov 19, 2024 | Domain AdaptationEEG | CodeCode Available | 0 |
| Hierarchical Trait-State Model for Decoding Dyadic Social Interactions | Nov 19, 2024 | Dimensionality ReductionEEG | —Unverified | 0 |
| Uncovering the role of semantic and acoustic cues in normal and dichotic listening | Nov 18, 2024 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Towards Personalized Brain-Computer Interface Application Based on Endogenous EEG Paradigms | Nov 18, 2024 | Brain Computer InterfaceClassification | —Unverified | 0 |
| Preprocessing for lessening the influence of eye artifacts in eeg analysis | Nov 18, 2024 | EEG | —Unverified | 0 |
| PFML: Self-Supervised Learning of Time-Series Data Without Representation Collapse | Nov 15, 2024 | Contrastive LearningEEG | CodeCode Available | 0 |