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EEG

Electroencephalography epilepsy

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Showing 1051–1100 of 2431 papers

TitleStatusHype
Deep Learning Architecture for Motor Imaged Words—0
Evaluation of Parkinsons disease with early diagnosis using single-channel EEG features and auditory cognitive assessment—0
Comparative Analysis of Epileptic Seizure Prediction: Exploring Diverse Pre-Processing Techniques and Machine Learning Models—0
EEG-based Cognitive Load Classification using Feature Masked Autoencoding and Emotion Transfer Learning—0
The role of vowel and consonant onsets in neural tracking of natural speech—0
Feature Reweighting for EEG-based Motor Imagery Classification—0
Evaluating the structure of cognitive tasks with transfer learning—0
Seeing through the Brain: Image Reconstruction of Visual Perception from Human Brain Signals—0
Quantifying interictal intracranial EEG to predict focal epilepsy—0
NeuroHeed: Neuro-Steered Speaker Extraction using EEG Signals—0
Neural Memory Decoding with EEG Data and Representation Learning—0
Concept-based explainability for an EEG transformer modelCode0
End-to-End Deep Transfer Learning for Calibration-free Motor Imagery Brain Computer Interfaces—0
Mental Workload Estimation with Electroencephalogram Signals by Combining Multi-Space Deep Models—0
Sparse electrophysiological source imaging predicts aging-related gait speed slowing—0
Unveiling Emotions from EEG: A GRU-Based Approach—0
Perturbing a Neural Network to Infer Effective Connectivity: Evidence from Synthetic EEG Data—0
Noise removal methods on ambulatory EEG: A Survey—0
How time window influences biometrics performance: an EEG-based fingerprints connectivity study—0
Corticomorphic Hybrid CNN-SNN Architecture for EEG-based Low-footprint Low-latency Auditory Attention Detection—0
Multi-view self-supervised learning for multivariate variable-channel time seriesCode0
SSVEP-Based BCI Wheelchair Control System—0
Deep Generative Models for Physiological Signals: A Systematic Literature Review—0
Emotion recognition based on multi-modal electrophysiology multi-head attention Contrastive Learning—0
Analysis of EEG signals of blinking patterns in order to control a wheelchair for people with ALSCode0
Emotion Analysis on EEG Signal Using Machine Learning and Neural Network—0
A Hybrid End-to-End Spatio-Temporal Attention Neural Network with Graph-Smooth Signals for EEG Emotion Recognition—0
UniCoRN: Unified Cognitive Signal ReconstructioN bridging cognitive signals and human language—0
Trends in Machine Learning and Electroencephalogram (EEG): A Review for Undergraduate Researchers—0
SleepEGAN: A GAN-enhanced Ensemble Deep Learning Model for Imbalanced Classification of Sleep Stages—0
Sensors and Systems for Monitoring Mental Fatigue: A systematic review—0
K-complex Detection Using Fourier Spectrum Analysis In EEG—0
Classification of sleep stages from EEG, EOG and EMG signals by SSNet—0
Protecting the Future: Neonatal Seizure Detection with Spatial-Temporal Modeling—0
Decoding Taste Information in Human Brain: A Temporal and Spatial Reconstruction Data Augmentation Method Coupled with Taste EEG—0
Enhancing the EEG Speech Match Mismatch Tasks With Word BoundariesCode0
Ongoing EEG artifact correction using blind source separation—0
Modified Feature Selection for Improved Classification of Resting-State Raw EEG Signals in Chronic Knee Pain—0
Sparse wavelet-based solutions for the M/EEG inverse problem—0
TACOformer:Token-channel compounded Cross Attention for Multimodal Emotion Recognition—0
Two Models of Mind Blanking—0
Reporting existing datasets for automatic epilepsy diagnosis and seizure detection—0
EEG Decoding for Datasets with Heterogenous Electrode Configurations using Transfer Learning Graph Neural Networks—0
Performance of data-driven inner speech decoding with same-task EEG-fMRI data fusion and bimodal models—0
Ensemble learning for alcoholism classification using EEG signalsCode0
MBrain: A Multi-channel Self-Supervised Learning Framework for Brain Signals—0
BrainNet: Epileptic Wave Detection from SEEG with Hierarchical Graph Diffusion Learning—0
How are the people in the photos judged? Analysis of brain activity when assessing levels of trust and attractiveness—0
Towards trustworthy seizure onset detection using workflow notesCode0
Data Augmentation for Seizure Prediction with Generative Diffusion Model—0
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