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EEG

Electroencephalography epilepsy

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Showing 501–550 of 2431 papers

TitleStatusHype
CATD: Unified Representation Learning for EEG-to-fMRI Cross-Modal Generation—0
Feature interpretability in BCIs: exploring the role of network lateralizationCode0
Teaching CORnet Human fMRI Representations for Enhanced Model-Brain Alignment—0
Transcranial low-level laser stimulation in near infrared-II region for brain safety and protection—0
PSO Fuzzy XGBoost Classifier Boosted with Neural Gas Features on EEG Signals in Emotion Recognition—0
Hypergraph Multi-modal Large Language Model: Exploiting EEG and Eye-tracking Modalities to Evaluate Heterogeneous Responses for Video UnderstandingCode1
Refining ADHD diagnosis with EEG: The impact of preprocessing and temporal segmentation on classification accuracyCode0
Scaling Law in Neural Data: Non-Invasive Speech Decoding with 175 Hours of EEG Data—0
Jump Plus AM-FM Mode Decomposition—0
LDGCN: An Edge-End Lightweight Dual GCN Based on Single-Channel EEG for Driver Drowsiness MonitoringCode0
MEEG and AT-DGNN: Improving EEG Emotion Recognition with Music Introducing and Graph-based LearningCode2
MDDBranchNet: A Deep Learning Model for Detecting Major Depressive Disorder Using ECG SignalCode0
Geodesic Optimization for Predictive Shift Adaptation on EEG data—0
Generative AI Enables EEG Super-Resolution via Spatio-Temporal Adaptive Diffusion Learning—0
Characterization of Alzheimer's disease using EEG as a potential early diagnostic tool—0
MVGT: A Multi-view Graph Transformer Based on Spatial Relations for EEG Emotion Recognition—0
A Contrastive Learning Based Convolutional Neural Network for ERP Brain-Computer Interfaces—0
A Novel Approach to Image EEG Sleep Data for Improving Quality of Life in Patients Suffering From Brain Injuries Using DreamDiffusion—0
Effect of caffeine and energy drinks on sleep quality and brain activity in college studentsCode0
Adaptive Modality Balanced Online Knowledge Distillation for Brain-Eye-Computer based Dim Object DetectionCode0
EIT-1M: One Million EEG-Image-Text Pairs for Human Visual-textual Recognition and More—0
SCDM: Unified Representation Learning for EEG-to-fNIRS Cross-Modal Generation in MI-BCIs—0
Dynamical Embedding of Single Channel Electroencephalogram for Artifact Subspace ReconstructionCode0
Investigating the Timescales of Language Processing with EEG and Language Models—0
An Interpretable and Efficient Sleep Staging Algorithm: DetectsleepNetCode0
BISeizuRe: BERT-Inspired Seizure Data Representation to Improve Epilepsy Monitoring—0
EmT: A Novel Transformer for Generalized Cross-subject EEG Emotion RecognitionCode2
Online Learning of Multiple Tasks and Their Relationships : Testing on Spam Email Data and EEG Signals Recorded in Construction Fields—0
SincVAE: a New Approach to Improve Anomaly Detection on EEG Data Using SincNet and Variational Autoencoder—0
Stationary and Sparse Denoising Approach for Corticomuscular Causality Estimation—0
Multimodal Physiological Signals Representation Learning via Multiscale Contrasting for Depression Recognition—0
Brain states analysis of EEG predicts multiple sclerosis and mirrors disease duration and burden—0
Introducing the modularity graph: an application to brain functional networks—0
Community Detection from Multiple Observations: from Product Graph Model to Brain Applications—0
You Only Acquire Sparse-channel (YOAS): A Unified Framework for Dense-channel EEG Generation—0
Feature Fusion Based on Mutual-Cross-Attention Mechanism for EEG Emotion RecognitionCode2
Energy-Efficient Seizure Detection Suitable for low-power Applications—0
Residual and bidirectional LSTM for epileptic seizure detectionCode2
ESI-GAL: EEG Source Imaging-based Trajectory Estimation for Grasp and Lift Task—0
Focused State Recognition Using EEG with Eye Movement-Assisted Annotation—0
Hyperbolic embedding of brain networks as a tool for epileptic seizures forecasting—0
CLDTA: Contrastive Learning based on Diagonal Transformer Autoencoder for Cross-Dataset EEG Emotion Recognition—0
Toward Fully-End-to-End Listened Speech Decoding from EEG SignalsCode1
GAPses: Versatile smart glasses for comfortable and fully-dry acquisition and parallel ultra-low-power processing of EEG and EOG—0
Prediction of the Realisation of an Information Need: An EEG Study—0
Multimodal Emotion Recognition based on Facial Expressions, Speech, and EEG—0
Wearable Device-Based Real-Time Monitoring of Physiological Signals: Evaluating Cognitive Load Across Different Tasks—0
EEG-ImageNet: An Electroencephalogram Dataset and Benchmarks with Image Visual Stimuli of Multi-Granularity LabelsCode0
Leveraging Hyperscanning EEG and VR Omnidirectional Treadmill to Explore Inter-Brain Synchrony in Collaborative Spatial Navigation—0
Deep Jansen-Rit Parameter Inference for Model-Driven Analysis of Brain ActivityCode0
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