SOTAVerified

EEG

Electroencephalography epilepsy

Papers

Showing 351375 of 2431 papers

TitleStatusHype
Pretraining Large Brain Language Model for Active BCI: Silent Speech0
Towards Robust Multimodal Physiological Foundation Models: Handling Arbitrary Missing Modalities0
Subject-independent Classification of Meditative State from the Resting State using EEG0
A Neuro-Dynamic Mathematical Model of Dream Formation and Spontaneous Cognitive Activity0
The use of Multi-domain Electroencephalogram Representations in the building of Models based on Convolutional and Recurrent Neural Networks for Epilepsy DetectionCode0
Seizure duration is associated with multiple timescales in interictal iEEG band power0
Unsupervised EEG-based decoding of absolute auditory attention with canonical correlation analysis0
A Simple Review of EEG Foundation Models: Datasets, Advancements and Future Perspectives0
A Statistical Approach for Synthetic EEG Data GenerationCode0
Time-Series Analysis on Edge-AI Hardware for Healthcare Monitoring0
SSTAF: Spatial-Spectral-Temporal Attention Fusion Transformer for Motor Imagery Classification0
Dynamic Difficulty Adjustment With Brain Waves as a Tool for Optimizing Engagement0
Sub-Scalp Brain-Computer Interface Device Design and Fabrication0
Early Detection of Cognitive Impairment in Elderly using a Passive FPVS-EEG BCI and Machine Learning -- Extended Version0
Siamese Network with Dual Attention for EEG-Driven Social Learning: Bridging the Human-Robot Gap in Long-Tail Autonomous Driving0
Time-varying EEG spectral power predicts evoked and spontaneous fMRI motor brain activity0
SeizureFormer: A Transformer Model for IEA-Based Seizure Risk Forecasting0
An Empirical Investigation of Reconstruction-Based Models for Seizure Prediction from ECG Signals0
Artifact detection and localization in single-channel mobile EEG for sleep research using deep learning and attention mechanisms0
Classification of ADHD and Healthy Children Using EEG Based Multi-Band Spatial Features Enhancement0
Modeling the Dynamics of Attentional Gamma Oscillations During the Encoding Process of Noise-Mixed Speech Signals0
Optimized Feature Selection and Neural Network-Based Classification of Motor Imagery Using EEG Signals0
Localized Definitions and Distributed Reasoning: A Proof-of-Concept Mechanistic Interpretability Study via Activation PatchingCode0
EEG-EyeTrack: A Benchmark for Time Series and Functional Data Analysis with Open Challenges and BaselinesCode0
Dual mechanism of Anti-Seizure Medications in controlling seizure activityCode0
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