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EEG

Electroencephalography epilepsy

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Showing 901–950 of 2431 papers

TitleStatusHype
NeuroHeed: Neuro-Steered Speaker Extraction using EEG Signals—0
Diff-E: Diffusion-based Learning for Decoding Imagined Speech EEGCode1
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
Unveiling Emotions from EEG: A GRU-Based Approach—0
Sparse electrophysiological source imaging predicts aging-related gait speed slowing—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
Multi-view self-supervised learning for multivariate variable-channel time seriesCode0
Corticomorphic Hybrid CNN-SNN Architecture for EEG-based Low-footprint Low-latency Auditory Attention Detection—0
Emotion recognition based on multi-modal electrophysiology multi-head attention Contrastive Learning—0
SSVEP-Based BCI Wheelchair Control System—0
Deep Generative Models for Physiological Signals: A Systematic Literature Review—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
UniCoRN: Unified Cognitive Signal ReconstructioN bridging cognitive signals and human language—0
A Hybrid End-to-End Spatio-Temporal Attention Neural Network with Graph-Smooth Signals for EEG Emotion Recognition—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
K-complex Detection Using Fourier Spectrum Analysis In EEG—0
Sensors and Systems for Monitoring Mental Fatigue: A systematic review—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
DreamDiffusion: Generating High-Quality Images from Brain EEG SignalsCode2
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
Reporting existing datasets for automatic epilepsy diagnosis and seizure detection—0
Two Models of Mind Blanking—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
Data Augmentation for Seizure Prediction with Generative Diffusion Model—0
Towards trustworthy seizure onset detection using workflow notesCode0
Emotion Detection from EEG using Transfer Learning—0
Weight Freezing: A Regularization Approach for Fully Connected Layers with an Application in EEG ClassificationCode1
Merging Deep Learning with Expert Knowledge for Seizure Onset Zone localization from rs-fMRI in Pediatric Pharmaco Resistant Epilepsy—0
Synthesizing Affective Neurophysiological Signals Using Generative Models: A Review Paper—0
MindBigData 2023 MNIST-8B The 8 billion datapoints Multimodal Dataset of Brain Signals—0
Convolutional Monge Mapping Normalization for learning on sleep dataCode0
Multi-Modal Wireless Flexible Gel-Free Sensors with Edge Deep Learning for Detecting and Alerting Freezing of Gait in Parkinson's Patients—0
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