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EEG

Electroencephalography epilepsy

Papers

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Showing 901–950 of 2431 papers

TitleStatusHype
Analyzing Brain Activity During Learning Tasks with EEG and Machine Learning—0
Diagnosing epilepsy using entropy measures and embedding parameters of EEG signals—0
Window Stacking Meta-Models for Clinical EEG ClassificationCode0
A Temporal-Spectral Fusion Transformer with Subject-Specific Adapter for Enhancing RSVP-BCI DecodingCode0
EEGFormer: Towards Transferable and Interpretable Large-Scale EEG Foundation Model—0
Wireless Ear EEG to Monitor Drowsiness—0
TAnet: A New Temporal Attention Network for EEG-based Auditory Spatial Attention Decoding with a Short Decision Window—0
Multi-Dimensional Framework for EEG Signal Processing and Denoising Through Tensor-based Architecture—0
Comparison of linear and nonlinear methods for decoding selective attention to speech from ear-EEG recordings—0
ConvConcatNet: a deep convolutional neural network to reconstruct mel spectrogram from the EEGCode0
Self-supervised Learning for Electroencephalogram: A Systematic Survey—0
Multi-Channel Multi-Domain based Knowledge Distillation Algorithm for Sleep Staging with Single-Channel EEG—0
Interpersonal Relationship Analysis with Dyadic EEG Signals via Learning Spatial-Temporal Patterns—0
Multi-Source Domain Adaptation with Transformer-based Feature Generation for Subject-Independent EEG-based Emotion Recognition—0
An Unobtrusive and Lightweight Ear-worn System for Continuous Epileptic Seizure Detection—0
A Novel method for Schizophrenia classification using nonlinear features and neural networks—0
MemoryInception: Predicting Neurological Recovery from EEG Using Recurrent InceptionsCode0
Multiagent Copilot Approach for Shared Autonomy between Human EEG and TD3 Deep Reinforcement Learning—0
Image-based Data Representations of Time Series: A Comparative Analysis in EEG Artifact Detection—0
3D-CLMI: A Motor Imagery EEG Classification Model via Fusion of 3D-CNN and LSTM with Attention—0
Real-Time Diagnostic Integrity Meets Efficiency: A Novel Platform-Agnostic Architecture for Physiological Signal Compression—0
Cross-Subject Data Splitting for Brain-to-Text Decoding—0
Study of cognitive component of auditory attention to natural speech events—0
A novel dual-stream time-frequency contrastive pretext tasks framework for sleep stage classificationCode0
Brain-scale Theta Band Functional Connectivity As A Signature of Slow Breathing and Breath-hold Phases—0
Decoding Envelope and Frequency-Following EEG Responses to Continuous Speech Using Deep Neural NetworksCode0
Enhanced EEG-Based Mental State Classification : A novel approach to eliminate data leakage and improve training optimization for Machine Learning—0
The Expert Knowledge combined with AI outperforms AI Alone in Seizure Onset Zone Localization using resting state fMRI—0
NeuroHeed+: Improving Neuro-steered Speaker Extraction with Joint Auditory Attention Detection—0
Stress Management Using Virtual Reality-Based Attention Training—0
NiSNN-A: Non-iterative Spiking Neural Networks with Attention with Application to Motor Imagery EEG Classification—0
Domain Invariant Representation Learning and Sleep Dynamics Modeling for Automatic Sleep StagingCode0
ESTformer: Transformer Utilizing Spatiotemporal Dependencies for Electroencaphalogram Super-resolution—0
ProtoEEGNet: An Interpretable Approach for Detecting Interictal Epileptiform Discharges—0
EEG-Based Reaction Time Prediction with Fuzzy Common Spatial Patterns and Phase Cohesion using Deep Autoencoder Based Data Fusion—0
Spectral Topological Data Analysis of Brain Signals—0
Detection of tonic-clonic seizures in children with epilepsyCode0
Nigerian Schizophrenia EEG Dataset (NSzED) Towards Data-Driven Psychiatry in Africa—0
InfoFlowNet: A Multi-head Attention-based Self-supervised Learning Model with Surrogate Approach for Uncovering Brain Effective Connectivity—0
Latent Alignment with Deep Set EEG Decoders—0
Optimal EEG Electrode Set for Emotion Recognition From Brain Signals: An Empirical Quest—0
Insights into Age-Related Functional Brain Changes during Audiovisual Integration Tasks: A Comprehensive EEG Source-Based Analysis—0
Incomplete resection of the icEEG seizure onset zone is not associated with post-surgical outcomes—0
Human-Machine Cooperative Multimodal Learning Method for Cross-subject Olfactory Preference Recognition—0
HypUC: Hyperfine Uncertainty Calibration with Gradient-boosted Corrections for Reliable Regression on Imbalanced Electrocardiograms—0
EEG Connectivity Analysis Using Denoising Autoencoders for the Detection of Dyslexia—0
Information dynamics of in\; silico EEG Brain Waves: Insights into oscillations and functions—0
Sparsity-Driven EEG Channel Selection for Brain-Assisted Speech Enhancement—0
Visual tracking brain computer interface—0
Combining EEG and NLP Features for Predicting Students' Lecture Comprehension using Ensemble Classification—0
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