| Inter Subject Emotion Recognition Using Spatio-Temporal Features From EEG Signal | May 27, 2023 | EEGEmotion Recognition | —Unverified | 0 |
| Eeg2vec: Self-Supervised Electroencephalographic Representation Learning | May 23, 2023 | EEGRepresentation Learning | —Unverified | 0 |
| The neural dynamics of auditory word recognition and integration | May 22, 2023 | EEG | —Unverified | 0 |
| A Survey on the Role of Artificial Intelligence in the Prediction and Diagnosis of Schizophrenia | May 19, 2023 | EEG | —Unverified | 0 |
| EEG and EMG dataset for the detection of errors introduced by an active orthosis device | May 19, 2023 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Biomembrane-based Memcapacitive Reservoir Computing System for Energy Efficient Temporal Data Processing | May 19, 2023 | EEG | —Unverified | 0 |
| Temporal Aware Mixed Attention-based Convolution and Transformer Network (MACTN) for EEG Emotion Recognition | May 18, 2023 | EEGEEG Emotion Recognition | —Unverified | 0 |
| Riemannian Multinomial Logistics Regression for SPD Neural Networks | May 18, 2023 | Action RecognitionEEG | CodeCode Available | 1 |
| Sequential Best-Arm Identification with Application to Brain-Computer Interface | May 17, 2023 | Brain Computer InterfaceEEG | —Unverified | 0 |
| EENED: End-to-End Neural Epilepsy Detection based on Convolutional Transformer | May 17, 2023 | EEG | —Unverified | 0 |
| BASEN: Time-Domain Brain-Assisted Speech Enhancement Network with Convolutional Cross Attention in Multi-talker Conditions | May 17, 2023 | EEGSpeech Enhancement | CodeCode Available | 1 |
| EEG-based Sleep Staging with Hybrid Attention | May 16, 2023 | EEGEEG based sleep staging | —Unverified | 0 |
| Using EEG Signals to Assess Workload during Memory Retrieval in a Real-world Scenario | May 14, 2023 | EEGElectroencephalogram (EEG) | —Unverified | 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 |
| BIOT: Cross-data Biosignal Learning in the Wild | May 10, 2023 | EEGMissing Values | CodeCode Available | 1 |
| CIT-EmotionNet: CNN Interactive Transformer Network for EEG Emotion Recognition | May 7, 2023 | EEGEEG Emotion Recognition | —Unverified | 0 |
| Lightweight Convolution Transformer for Cross-patient Seizure Detection in Multi-channel EEG Signals | May 7, 2023 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Towards Interpretable Seizure Detection Using Wearables | May 5, 2023 | EEGManagement | CodeCode Available | 0 |
| Assessing Rate limits Using Behavioral and Neural Responses of Interaural-Time-Difference Cues in Fine-Structure and Envelope | May 5, 2023 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Forged Channel: A Breakthrough Approach for Accurate Parkinson's Disease Classification using Leave-One-Subject-Out Cross-Validation | May 3, 2023 | EEG | —Unverified | 0 |
| Patient Independent Interictal Epileptiform Discharge Detection | Apr 27, 2023 | Binary ClassificationEEG | —Unverified | 0 |
| ScatterFormer: Locally-Invariant Scattering Transformer for Patient-Independent Multispectral Detection of Epileptiform Discharges | Apr 26, 2023 | EEGSeizure Detection | CodeCode Available | 0 |
| An EEG Channel Selection Framework for Driver Drowsiness Detection via Interpretability Guidance | Apr 26, 2023 | channel selectionEEG | —Unverified | 0 |
| Comparison of Sub-Scalp EEG and Endovascular Stent-Electrode Array for Visual Evoked Potential Brain-Computer Interface | Apr 26, 2023 | Brain Computer InterfaceEEG | —Unverified | 0 |
| Time delay multi-feature correlation analysis to extract subtle dependencies from EEG signals | Apr 24, 2023 | Brain Computer InterfaceDimensionality Reduction | —Unverified | 0 |
| Supervised and Unsupervised Deep Learning Approaches for EEG Seizure Prediction | Apr 24, 2023 | Deep LearningEEG | —Unverified | 0 |
| Generate your neural signals from mine: individual-to-individual EEG converters | Apr 21, 2023 | EEG | CodeCode Available | 1 |
| Interpretable and Robust AI in EEG Systems: A Survey | Apr 21, 2023 | EEGSurvey | CodeCode Available | 1 |
| A Convolutional Spiking Network for Gesture Recognition in Brain-Computer Interfaces | Apr 21, 2023 | EEGGesture Recognition | —Unverified | 0 |
| EEGSN: Towards Efficient Low-latency Decoding of EEG with Graph Spiking Neural Networks | Apr 15, 2023 | EEG | —Unverified | 0 |
| Skeleton-based action analysis for ADHD diagnosis | Apr 14, 2023 | Action AnalysisAction Recognition | —Unverified | 0 |
| Bayesian Inference on Brain-Computer Interfaces via GLASS | Apr 14, 2023 | Bayesian InferenceEEG | CodeCode Available | 0 |
| EEG Cortical Source Feature based Hand Kinematics Decoding using Residual CNN-LSTM Neural Network | Apr 13, 2023 | Brain Computer InterfaceEEG | —Unverified | 0 |
| Brain Connectivity Features-based Age Group Classification using Temporal Asynchrony Audio-Visual Integration Task | Apr 13, 2023 | EEGFunctional Connectivity | —Unverified | 0 |
| Color-based classification of EEG Signals for people with the severe locomotive disorder | Apr 12, 2023 | ClassificationEEG | —Unverified | 0 |
| Amygdala and cortical gamma band responses to emotional faces depend on the attended to valence | Apr 12, 2023 | EEG | —Unverified | 0 |
| Adaptive Gated Graph Convolutional Network for Explainable Diagnosis of Alzheimer's Disease using EEG Data | Apr 12, 2023 | EEGFunctional Connectivity | —Unverified | 0 |
| Interictal MEG abnormalities to guide intracranial electrode implantation and predict surgical outcome | Apr 11, 2023 | EEG | —Unverified | 0 |
| Multimodal Brain-Computer Interface for In-Vehicle Driver Cognitive Load Measurement: Dataset and Baselines | Apr 9, 2023 | Brain Computer InterfaceEEG | —Unverified | 0 |
| Normative brain mapping using scalp EEG and potential clinical application | Apr 6, 2023 | EEG | —Unverified | 0 |
| Complementary structural and functional abnormalities to localise epileptogenic tissue | Apr 6, 2023 | EEG | —Unverified | 0 |
| Time-space-frequency feature Fusion for 3-channel motor imagery classification | Apr 4, 2023 | EEGEeg Decoding | CodeCode Available | 1 |
| Knowledge-Distilled Graph Neural Networks for Personalized Epileptic Seizure Detection | Apr 3, 2023 | channel selectionEEG | —Unverified | 0 |
| Upper Limb Movement Execution Classification using Electroencephalography for Brain Computer Interface | Apr 1, 2023 | Brain Computer InterfaceClassification | —Unverified | 0 |
| Neural Network Entropy (NNetEn): Entropy-Based EEG Signal and Chaotic Time Series Classification, Python Package for NNetEn Calculation | Mar 31, 2023 | ClassificationEEG | CodeCode Available | 0 |
| Optimized EEG based mood detection with signal processing and deep neural networks for brain-computer interface | Mar 30, 2023 | Brain Computer InterfaceDecision Making | —Unverified | 0 |
| Parkinsons Disease Detection via Resting-State Electroencephalography Using Signal Processing and Machine Learning Techniques | Mar 29, 2023 | EEGEnsemble Learning | —Unverified | 0 |
| LMDA-Net:A lightweight multi-dimensional attention network for general EEG-based brain-computer interface paradigms and interpretability | Mar 29, 2023 | Brain Computer InterfaceEEG | CodeCode Available | 1 |
| Quantifying the Impact of Data Characteristics on the Transferability of Sleep Stage Scoring Models | Mar 28, 2023 | EEGTransfer Learning | CodeCode Available | 1 |
| EEGMatch: Learning with Incomplete Labels for Semi-Supervised EEG-based Cross-Subject Emotion Recognition | Mar 27, 2023 | Data AugmentationDomain Adaptation | CodeCode Available | 1 |