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EEG

Electroencephalography epilepsy

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Showing 1101–1150 of 2431 papers

TitleStatusHype
STILN: A Novel Spatial-Temporal Information Learning Network for EEG-based Emotion Recognition—0
Motor Imagery Decoding Using Ensemble Curriculum Learning and Collaborative TrainingCode1
A CNN-Transformer Deep Learning Model for Real-time Sleep Stage Classification in an Energy-Constrained Wireless Device—0
Federated deep transfer learning for EEG decoding using multiple BCI tasks—0
A Closed-loop Sleep Modulation System with FPGA-Accelerated Deep Learning—0
Brain Computer Interface: Deep Learning Approach to Predict Human Emotion Recognition—0
EEG aided boosting of single-lead ECG based sleep staging with Deep Knowledge DistillationCode1
Adversarial Stimuli: Attacking Brain-Computer Interfaces via Perturbed Sensory Events—0
Brain informed transfer learning for categorizing construction hazards—0
Single-channel EEG completion using Cascade Transformer—0
Temporal-spatial Representation Learning Transformer for EEG-based Emotion Recognition—0
Motor imagery classification using EEG spectrograms—0
Review of medical data analysis based on spiking neural networks—0
MP-SeizNet: A Multi-Path CNN Bi-LSTM Network for Seizure-Type Classification Using EEG—0
Improving Clinician Performance in Classification of EEG Patterns on the Ictal-Interictal-Injury Continuum using Interpretable Machine LearningCode0
EEG-Fest: Few-shot based Attention Network for Driver's Vigilance Estimation with EEG Signals—0
Performance and utility trade-off in interpretable sleep staging—0
Node-wise Domain Adaptation Based on Transferable Attention for Recognizing Road Rage via EEGCode0
Towards Fast Single-Trial Online ERP based Brain-Computer Interface using dry EEG electrodes and neural networks: a pilot studyCode0
Topological biomarkers for real-time detection of epileptic seizures—0
Electroencephalography and mild cognitive impairment research: A scoping review and bibliometric analysis (ScoRBA)—0
BCI-Walls: A robust methodology to predict success or failure in brain computer interfaces—0
Recursive Estimation of User Intent from Noninvasive Electroencephalography using Discriminative ModelsCode0
Automatic Seizure Prediction using CNN and LSTM—0
Review on Classification Techniques used in Biophysiological Stress Monitoring—0
MAEEG: Masked Auto-encoder for EEG Representation Learning—0
A Knowledge Distillation Framework For Enhancing Ear-EEG Based Sleep Staging With Scalp-EEG DataCode1
Embedding neurophysiological signalsCode0
Graph Neural Networks on SPD Manifolds for Motor Imagery Classification: A Perspective from the Time-Frequency AnalysisCode1
Emotion Recognition With Temporarily Localized 'Emotional Events' in Naturalistic Context—0
Towards emotion recognition for virtual environments: an evaluation of EEG features on benchmark dataset—0
Non-Contrastive Learning-based Behavioural Biometrics for Smart IoT Devices—0
fMRI from EEG is only Deep Learning away: the use of interpretable DL to unravel EEG-fMRI relationshipsCode1
Sparse Dynamical Features generation, application to Parkinson's Disease diagnosis—0
A Framework to Evaluate Independent Component Analysis applied to EEG signal: testing on the Picard algorithmCode0
Analysis of Microstate Organization During Emotional Events—0
Extreme-Long-short Term Memory for Time-series Prediction—0
Bandwidth-efficient distributed neural network architectures with application to body sensor networks—0
Estimation of High-Dimensional Markov-Switching VAR Models with an Approximate EM Algorithm—0
Toward the application of XAI methods in EEG-based systems—0
CLEEGN: A Convolutional Neural Network for Plug-and-Play Automatic EEG Reconstruction—0
Inner speech recognition through electroencephalographic signals—0
The evolution of AI approaches for motor imagery EEG-based BCIs—0
Self-supervised Learning for Label-Efficient Sleep Stage Classification: A Comprehensive EvaluationCode1
Modeling and Mining Multi-Aspect Graphs With Scalable Streaming Tensor Decomposition—0
A Transformer-based deep neural network model for SSVEP classificationCode1
A review on Epileptic Seizure Detection using Machine Learning—0
MAtt: A Manifold Attention Network for EEG DecodingCode1
On The Effects Of Data Normalisation For Domain Adaptation On EEG Data—0
Cross Task Neural Architecture Search for EEG Signal ClassificationsCode1
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