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EEG

Electroencephalography epilepsy

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Showing 551–600 of 2431 papers

TitleStatusHype
Mind's Eye: Image Recognition by EEG via Multimodal Similarity-Keeping Contrastive LearningCode1
GET: A Generative EEG Transformer for Continuous Context-Based Neural Signals—0
Noisy Data Visualization using Functional Data Analysis—0
Using Explainable AI for EEG-based Reduced Montage Neonatal Seizure DetectionCode0
Speech Imagery BCI Training Using Game with a PurposeCode0
Multi-Task Learning for Arousal and Sleep Stage Detection Using Fully Convolutional Networks—0
Conditional Gumbel-Softmax for constrained feature selection with application to node selection in wireless sensor networks—0
MAD: Multi-Alignment MEG-to-Text DecodingCode1
Learning Robust Representations of Tonic-Clonic Seizures With Cyclic TransformerCode0
Large Brain Model for Learning Generic Representations with Tremendous EEG Data in BCICode4
Multi-modal Mood Reader: Pre-trained Model Empowers Cross-Subject Emotion Recognition—0
Beware of Overestimated Decoding Performance Arising from Temporal Autocorrelations in Electroencephalogram Signals—0
Recurrent and Convolutional Neural Networks in Classification of EEG Signal for Guided Imagery and Mental Workload Detection—0
Medformer: A Multi-Granularity Patching Transformer for Medical Time-Series ClassificationCode2
Combining Euclidean Alignment and Data Augmentation for BCI decoding—0
Robust Hyperbolic Learning with Curvature-Aware Optimization—0
High Performance P300 Spellers Using GPT2 Word Prediction With Cross-Subject Training—0
Pseudo Channel: Time Embedding for Motor Imagery Decoding—0
Study on spike-and-wave detection in epileptic signals using t-location-scale distribution and the K-nearest neighbors classifier—0
Online Mental Stress Detection Using Frontal-channel EEG Recordings in a Classroom Scenario—0
NeuroAssist: Enhancing Cognitive-Computer Synergy with Adaptive AI and Advanced Neural Decoding for Efficient EEG Signal Classification—0
Subject-Adaptive Transfer Learning Using Resting State EEG Signals for Cross-Subject EEG Motor Imagery ClassificationCode1
Review of Deep Representation Learning Techniques for Brain-Computer Interfaces and Recommendations—0
A quality control analysis of the resting state hypothesis via permutation entropy on EEG recordings—0
Scaling convolutional neural networks achieves expert-level seizure detection in neonatal EEG—0
Naturalistic Music Decoding from EEG Data via Latent Diffusion Models—0
GREEN: a lightweight architecture using learnable wavelets and Riemannian geometry for biomarker explorationCode2
JNEEG shield for Jetson Nano for real-time EEG signal processing with deep learning—0
EEG-Features for Generalized Deepfake Detection—0
A Dynamical Systems Approach to Predicting Patient Outcome after Cardiac Arrest—0
An information-theoretic model of shallow and deep language comprehension—0
A Supervised Information Enhanced Multi-Granularity Contrastive Learning Framework for EEG Based Emotion RecognitionCode1
Random matrix theory improved Fréchet mean of symmetric positive definite matricesCode0
Are EEG-to-Text Models Working?Code3
Champuru 2: Improved scoring of alignments and a user-friendly graphical interface—0
Dynamic GNNs for Precise Seizure Detection and Classification from EEG DataCode2
Detection of Sleep Oxygen Desaturations from Electroencephalogram Signals—0
Neurocomputational Phenotypes in Female and Male Autistic Individuals—0
Simulation-based Inference of Developmental EEG Maturation with the Spectral Graph Model—0
Precision Enhancement in Sustained Visual Attention Training Platforms: Offline EEG Signal Analysis for Classifier Fine-Tuning—0
Neuromorphic Correlates of Artificial Consciousness—0
EEG2TEXT: Open Vocabulary EEG-to-Text Decoding with EEG Pre-Training and Multi-View Transformer—0
Anti-seizure medication tapering correlates with daytime delta band power reduction in the cortexCode0
Quantifying Spatial Domain Explanations in BCI using Earth Mover's DistanceCode0
Diagnosis of Parkinson's Disease Using EEG Signals and Machine Learning Techniques: A Comprehensive Study—0
Bayesian Functional Connectivity and Graph Convolutional Network for Working Memory Load Classification—0
EEG-MACS: Manifold Attention and Confidence Stratification for EEG-based Cross-Center Brain Disease Diagnosis under Unreliable AnnotationsCode0
Multi-centre normative brain mapping of intracranial EEG lifespan patterns in the human brain—0
Optimizing Brain-Computer Interface Performance: Advancing EEG Signals Channel Selection through Regularized CSP and SPEA II Multi-Objective Optimization—0
EEG_RL-Net: Enhancing EEG MI Classification through Reinforcement Learning-Optimised Graph Neural Networks—0
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