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EEG

Electroencephalography epilepsy

Papers

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Showing 251–300 of 2431 papers

TitleStatusHype
Automatic detection of microsleep episodes with deep learningCode1
Using Deep Networks for Scientific Discovery in Physiological SignalsCode1
Spatio-Temporal EEG Representation Learning on Riemannian Manifold and Euclidean SpaceCode1
Uncovering the structure of clinical EEG signals with self-supervised learningCode1
Tensor Convolutional Sparse Coding with Low-Rank activations, an application to EEG analysisCode1
Transfer Learning for Motor Imagery Based Brain-Computer Interfaces: A Complete PipelineCode1
Subject-Aware Contrastive Learning for BiosignalsCode1
mEBAL: A Multimodal Database for Eye Blink Detection and Attention Level EstimationCode1
Heart Rate Estimation from Face Videos for Student Assessment: Experiments on edBBCode1
EEG-TCNet: An Accurate Temporal Convolutional Network for Embedded Motor-Imagery Brain-Machine InterfacesCode1
RED: Deep Recurrent Neural Networks for Sleep EEG Event DetectionCode1
K-EmoCon, a multimodal sensor dataset for continuous emotion recognition in naturalistic conversationsCode1
Augmenting interictal mapping with neurovascular coupling biomarkers by structured factorization of epileptic EEG and fMRI dataCode1
Federated Transfer Learning for EEG Signal ClassificationCode1
TSception: A Deep Learning Framework for Emotion Detection Using EEGCode1
Ultra Efficient Transfer Learning with Meta Update for Cross Subject EEG ClassificationCode1
Machine-Learning-Based Diagnostics of EEG PathologyCode1
Tiny noise, big mistakes: Adversarial perturbations induce errors in Brain-Computer Interface spellersCode1
REST: Robust and Efficient Neural Networks for Sleep Monitoring in the WildCode1
edBB: Biometrics and Behavior for Assessing Remote EducationCode1
U-Time: A Fully Convolutional Network for Time Series Segmentation Applied to Sleep StagingCode1
A few filters are enough: Convolutional Neural Network for P300 DetectionCode1
Multi-task Generative Adversarial Learning on Geometrical Shape Reconstruction from EEG Brain SignalsCode1
EEG-Based Emotion Recognition Using Regularized Graph Neural NetworksCode1
EEG-based Emotional Video Classification via Learning Connectivity StructureCode1
Transfer Learning for Brain-Computer Interfaces: A Euclidean Space Data Alignment ApproachCode1
EEG-GAN: Generative adversarial networks for electroencephalograhic (EEG) brain signalsCode1
A deep learning architecture for temporal sleep stage classification using multivariate and multimodal time seriesCode1
Deep learning with convolutional neural networks for EEG decoding and visualizationCode1
DeepSleepNet: a Model for Automatic Sleep Stage Scoring based on Raw Single-Channel EEGCode1
An IoT Endpoint System-on-Chip for Secure and Energy-Efficient Near-Sensor AnalyticsCode1
EEGNet: A Compact Convolutional Network for EEG-based Brain-Computer InterfacesCode1
SGDR: Stochastic Gradient Descent with Warm RestartsCode1
Online SSVEP-based BCI using Riemannian geometryCode1
Aligning Humans and Robots via Reinforcement Learning from Implicit Human Feedback—0
Uncertainty-Aware Cross-Modal Knowledge Distillation with Prototype Learning for Multimodal Brain-Computer Interfaces—0
AFPM: Alignment-based Frame Patch Modeling for Cross-Dataset EEG Decoding—0
CATVis: Context-Aware Thought Visualization—0
An Automated Classifier of Harmful Brain Activities for Clinical Usage Based on a Vision-Inspired Pre-trained Framework—0
The time course of visuo-semantic representations in the human brain is captured by combining vision and language models—0
EEG Foundation Challenge: From Cross-Task to Cross-Subject EEG Decoding—0
Cross-Modal Epileptic Signal Harmonization: Frequency Domain Mapping Quantization for Pre-training a Unified Neurophysiological TransformerCode0
Efficient and faithful reconstruction of dynamical attractors using homogeneous differentiatorsCode0
Exploring EEG Indicators to Evaluate Listening Difficulties in Noisy Environments—0
Leveraging Transfer Learning and User-Specific Updates for Rapid Training of BCI Decoders—0
A Silent Speech Decoding System from EEG and EMG with Heterogenous Electrode Configurations—0
CLEAN-MI: A Scalable and Efficient Pipeline for Constructing High-Quality Neurodata in Motor Imagery Paradigm—0
Differences in Neurovascular Coupling in Patients with Major Depressive Disorder: Evidence from Simultaneous Resting-State EEG-fNIRS—0
Brain2Vec: A Deep Learning Framework for EEG-Based Stress Detection Using CNN-LSTM-Attention—0
PhysioWave: A Multi-Scale Wavelet-Transformer for Physiological Signal Representation—0
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