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EEG
Electroencephalography epilepsy
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Showing 751–800 of 2431 papers
Title
Date
Tasks
Status
Hype
Focused State Recognition Using EEG with Eye Movement-Assisted Annotation
Jun 15, 2024
Deep Learning
EEG
—
Unverified
0
Hyperbolic embedding of brain networks as a tool for epileptic seizures forecasting
Jun 14, 2024
EEG
—
Unverified
0
Prediction of the Realisation of an Information Need: An EEG Study
Jun 12, 2024
EEG
Information Retrieval
—
Unverified
0
GAPses: Versatile smart glasses for comfortable and fully-dry acquisition and parallel ultra-low-power processing of EEG and EOG
Jun 12, 2024
EEG
Specificity
—
Unverified
0
CLDTA: Contrastive Learning based on Diagonal Transformer Autoencoder for Cross-Dataset EEG Emotion Recognition
Jun 12, 2024
Contrastive Learning
EEG
—
Unverified
0
Multimodal Emotion Recognition based on Facial Expressions, Speech, and EEG
Jun 11, 2024
EEG
Emotion Recognition
—
Unverified
0
EEG-ImageNet: An Electroencephalogram Dataset and Benchmarks with Image Visual Stimuli of Multi-Granularity Labels
Jun 11, 2024
EEG
image-classification
Code
Code Available
0
Wearable Device-Based Real-Time Monitoring of Physiological Signals: Evaluating Cognitive Load Across Different Tasks
Jun 11, 2024
EEG
Electroencephalogram (EEG)
—
Unverified
0
Leveraging Hyperscanning EEG and VR Omnidirectional Treadmill to Explore Inter-Brain Synchrony in Collaborative Spatial Navigation
Jun 10, 2024
EEG
—
Unverified
0
Deep Jansen-Rit Parameter Inference for Model-Driven Analysis of Brain Activity
Jun 7, 2024
Benchmarking
EEG
Code
Code Available
0
Noisy Data Visualization using Functional Data Analysis
Jun 5, 2024
Data Visualization
Dimensionality Reduction
—
Unverified
0
GET: A Generative EEG Transformer for Continuous Context-Based Neural Signals
Jun 5, 2024
Brain Computer Interface
Data Augmentation
—
Unverified
0
Using Explainable AI for EEG-based Reduced Montage Neonatal Seizure Detection
Jun 4, 2024
EEG
Electroencephalogram (EEG)
Code
Code Available
0
Speech Imagery BCI Training Using Game with a Purpose
Jun 3, 2024
Brain Computer Interface
EEG
Code
Code Available
0
Multi-Task Learning for Arousal and Sleep Stage Detection Using Fully Convolutional Networks
Jun 3, 2024
EEG
Multi-Task Learning
—
Unverified
0
Conditional Gumbel-Softmax for constrained feature selection with application to node selection in wireless sensor networks
Jun 3, 2024
EEG
feature selection
—
Unverified
0
Learning Robust Representations of Tonic-Clonic Seizures With Cyclic Transformer
Jun 1, 2024
EEG
Seizure Detection
Code
Code Available
0
Multi-modal Mood Reader: Pre-trained Model Empowers Cross-Subject Emotion Recognition
May 28, 2024
Anatomy
EEG
—
Unverified
0
Beware of Overestimated Decoding Performance Arising from Temporal Autocorrelations in Electroencephalogram Signals
May 27, 2024
Brain Computer Interface
EEG
—
Unverified
0
Recurrent and Convolutional Neural Networks in Classification of EEG Signal for Guided Imagery and Mental Workload Detection
May 27, 2024
EEG
—
Unverified
0
Combining Euclidean Alignment and Data Augmentation for BCI decoding
May 23, 2024
Classification
Data Augmentation
—
Unverified
0
High Performance P300 Spellers Using GPT2 Word Prediction With Cross-Subject Training
May 22, 2024
Brain Computer Interface
EEG
—
Unverified
0
Robust Hyperbolic Learning with Curvature-Aware Optimization
May 22, 2024
EEG
Metric Learning
—
Unverified
0
Pseudo Channel: Time Embedding for Motor Imagery Decoding
May 21, 2024
EEG
Motor Imagery
—
Unverified
0
Study on spike-and-wave detection in epileptic signals using t-location-scale distribution and the K-nearest neighbors classifier
May 21, 2024
Classification
EEG
—
Unverified
0
Online Mental Stress Detection Using Frontal-channel EEG Recordings in a Classroom Scenario
May 18, 2024
Binary Classification
EEG
—
Unverified
0
NeuroAssist: Enhancing Cognitive-Computer Synergy with Adaptive AI and Advanced Neural Decoding for Efficient EEG Signal Classification
May 17, 2024
Brain Computer Interface
EEG
—
Unverified
0
Review of Deep Representation Learning Techniques for Brain-Computer Interfaces and Recommendations
May 17, 2024
Articles
EEG
—
Unverified
0
A quality control analysis of the resting state hypothesis via permutation entropy on EEG recordings
May 16, 2024
EEG
—
Unverified
0
Scaling convolutional neural networks achieves expert-level seizure detection in neonatal EEG
May 16, 2024
EEG
Seizure Detection
—
Unverified
0
Naturalistic Music Decoding from EEG Data via Latent Diffusion Models
May 15, 2024
channel selection
EEG
—
Unverified
0
JNEEG shield for Jetson Nano for real-time EEG signal processing with deep learning
May 14, 2024
Brain Computer Interface
EEG
—
Unverified
0
EEG-Features for Generalized Deepfake Detection
May 14, 2024
DeepFake Detection
EEG
—
Unverified
0
An information-theoretic model of shallow and deep language comprehension
May 13, 2024
EEG
ERP
—
Unverified
0
A Dynamical Systems Approach to Predicting Patient Outcome after Cardiac Arrest
May 13, 2024
EEG
—
Unverified
0
Random matrix theory improved Fréchet mean of symmetric positive definite matrices
May 10, 2024
EEG
Code
Code Available
0
Champuru 2: Improved scoring of alignments and a user-friendly graphical interface
May 9, 2024
EEG
—
Unverified
0
Detection of Sleep Oxygen Desaturations from Electroencephalogram Signals
May 8, 2024
EEG
Electroencephalogram (EEG)
—
Unverified
0
Neurocomputational Phenotypes in Female and Male Autistic Individuals
May 7, 2024
EEG
—
Unverified
0
Simulation-based Inference of Developmental EEG Maturation with the Spectral Graph Model
May 3, 2024
EEG
—
Unverified
0
Neuromorphic Correlates of Artificial Consciousness
May 3, 2024
EEG
Philosophy
—
Unverified
0
EEG2TEXT: Open Vocabulary EEG-to-Text Decoding with EEG Pre-Training and Multi-View Transformer
May 3, 2024
Brain Computer Interface
EEG
—
Unverified
0
Precision Enhancement in Sustained Visual Attention Training Platforms: Offline EEG Signal Analysis for Classifier Fine-Tuning
May 3, 2024
Brain Computer Interface
EEG
—
Unverified
0
Anti-seizure medication tapering correlates with daytime delta band power reduction in the cortex
May 2, 2024
EEG
Code
Code Available
0
Quantifying Spatial Domain Explanations in BCI using Earth Mover's Distance
May 2, 2024
Brain Computer Interface
channel selection
Code
Code Available
0
Diagnosis of Parkinson's Disease Using EEG Signals and Machine Learning Techniques: A Comprehensive Study
Apr 30, 2024
Diagnostic
EEG
—
Unverified
0
Bayesian Functional Connectivity and Graph Convolutional Network for Working Memory Load Classification
Apr 30, 2024
Classification
Connectivity Estimation
—
Unverified
0
EEG-MACS: Manifold Attention and Confidence Stratification for EEG-based Cross-Center Brain Disease Diagnosis under Unreliable Annotations
Apr 29, 2024
Diagnostic
EEG
Code
Code Available
0
Multi-centre normative brain mapping of intracranial EEG lifespan patterns in the human brain
Apr 27, 2024
EEG
—
Unverified
0
CLARE: Cognitive Load Assessment in REaltime with Multimodal Data
Apr 26, 2024
Binary Classification
Deep Learning
—
Unverified
0
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