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EEG

Electroencephalography epilepsy

Papers

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Showing 201–250 of 2431 papers

TitleStatusHype
AGTCNet: A Graph-Temporal Approach for Principled Motor Imagery EEG ClassificationCode1
Automated Parkinson's Disease Detection and Affective Analysis from Emotional EEG SignalsCode1
L-SeqSleepNet: Whole-cycle Long Sequence Modelling for Automatic Sleep StagingCode1
Machine-Learning-Based Diagnostics of EEG PathologyCode1
MASA-TCN: Multi-anchor Space-aware Temporal Convolutional Neural Networks for Continuous and Discrete EEG Emotion RecognitionCode1
MAtt: A Manifold Attention Network for EEG DecodingCode1
Milmer: a Framework for Multiple Instance Learning based Multimodal Emotion RecognitionCode1
MIN2Net: End-to-End Multi-Task Learning for Subject-Independent Motor Imagery EEG ClassificationCode1
mixEEG: Enhancing EEG Federated Learning for Cross-subject EEG Classification with Tailored mixupCode1
Motiflets -- Simple and Accurate Detection of Motifs in Time SeriesCode1
An IoT Endpoint System-on-Chip for Secure and Energy-Efficient Near-Sensor AnalyticsCode1
MS-MDA: Multisource Marginal Distribution Adaptation for Cross-subject and Cross-session EEG Emotion RecognitionCode1
Spatiotemporal patterns of adaptation-induced slow oscillations in a whole-brain model of slow-wave sleepCode1
Multi-task Generative Adversarial Learning on Geometrical Shape Reconstruction from EEG Brain SignalsCode1
Self-Supervised Graph Neural Networks for Improved Electroencephalographic Seizure AnalysisCode1
Neural-MCRL: Neural Multimodal Contrastive Representation Learning for EEG-based Visual DecodingCode1
A Deep Neural Network for SSVEP-based Brain-Computer InterfacesCode1
Augmenting interictal mapping with neurovascular coupling biomarkers by structured factorization of epileptic EEG and fMRI dataCode1
NeuroXAI: Adaptive, robust, explainable surrogate framework for determination of channel importance in EEG applicationCode1
Online SSVEP-based BCI using Riemannian geometryCode1
A novel Fourier Adjacency Transformer for advanced EEG emotion recognitionCode1
On using AI for EEG-based BCI applications: problems, current challenges and future trendsCode1
Automatic detection of microsleep episodes with deep learningCode1
A Supervised Information Enhanced Multi-Granularity Contrastive Learning Framework for EEG Based Emotion RecognitionCode1
A Strong and Simple Deep Learning Baseline for BCI MI DecodingCode1
PiEEG kit - bioscience Lab in home for your Brain and BodyCode1
Real-time noise cancellation with Deep LearningCode1
A deep learning architecture for temporal sleep stage classification using multivariate and multimodal time seriesCode1
Real-Time Emotion Classification Using EEG Data Stream in E-Learning ContextsCode1
Real-Time Seizure Detection using EEG: A Comprehensive Comparison of Recent Approaches under a Realistic SettingCode1
A Knowledge Distillation Framework For Enhancing Ear-EEG Based Sleep Staging With Scalp-EEG DataCode1
Retrieving Filter Spectra in CNN for Explainable Sleep Stage ClassificationCode1
A Compact and Interpretable Convolutional Neural Network for Cross-Subject Driver Drowsiness Detection from Single-Channel EEGCode1
Riemannian Multinomial Logistics Regression for SPD Neural NetworksCode1
Evaluating Latent Space Robustness and Uncertainty of EEG-ML Models under Realistic Distribution ShiftsCode1
Seeing your sleep stage: cross-modal distillation from EEG to infrared videoCode1
SeizureTransformer: Scaling U-Net with Transformer for Simultaneous Time-Step Level Seizure Detection from Long EEG RecordingsCode1
SelfEEG: A Python library for Self-Supervised Learning in ElectroencephalographyCode1
A 1D CNN for high accuracy classification and transfer learning in motor imagery EEG-based brain-computer interfaceCode1
Artificial Intelligence for EEG Prediction: Applied Chaos TheoryCode1
Self-supervised Learning for Label-Efficient Sleep Stage Classification: A Comprehensive EvaluationCode1
Self-supervised speech representation and contextual text embedding for match-mismatch classification with EEG recordingCode1
A Transformer-based deep neural network model for SSVEP classificationCode1
SLEEPYLAND: trust begins with fair evaluation of automatic sleep staging modelsCode1
Spatial Distillation based Distribution Alignment (SDDA) for Cross-Headset EEG ClassificationCode1
Spatial Variation Generation Algorithm for Motor Imagery Data Augmentation: Increasing the Density of Sample VicinityCode1
A Lie Group Approach to Riemannian Batch NormalizationCode1
Structure-Preserving Transformers for Sequences of SPD MatricesCode1
A Deep Knowledge Distillation framework for EEG assisted enhancement of single-lead ECG based sleep stagingCode1
BASEN: Time-Domain Brain-Assisted Speech Enhancement Network with Convolutional Cross Attention in Multi-talker ConditionsCode1
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