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EEG

Electroencephalography epilepsy

Papers

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Showing 401–425 of 2431 papers

TitleStatusHype
Insights into Schizophrenia: Leveraging Machine Learning for Early Identification via EEG, ERP, and Demographic Attributes—0
YARE-GAN: Yet Another Resting State EEG-GANCode0
Cross-Subject Depression Level Classification Using EEG Signals with a Sample Confidence Method—0
Toward Scalable Access to Neurodevelopmental Screening: Insights, Implementation, and Challenges—0
Exploring the Potential of QEEGNet for Cross-Task and Cross-Dataset Electroencephalography Encoding with Quantum Machine Learning—0
Research on Event-Related Desynchronization of Motor Imagery and Movement Based on Localized EEG Cortical Sources—0
Fast _1-Regularized EEG Source Localization Using Variable Projection—0
Motor Imagery EEG Signals: Multi-Task Classification and Subject Identification with a Lightweight CNN—0
DreamNet: A Multimodal Framework for Semantic and Emotional Analysis of Sleep Narratives—0
Integrating Biological and Machine Intelligence: Attention Mechanisms in Brain-Computer Interfaces—0
Music Therapy based Stress Prediction using Homological Feature Analysis on EEG Signals—0
Error-related Potential driven Reinforcement Learning for adaptive Brain-Computer Interfaces—0
EEGM2: An Efficient Mamba-2-Based Self-Supervised Framework for Long-Sequence EEG Modeling—0
Deep Learning-Powered Electrical Brain Signals Analysis: Advancing Neurological DiagnosticsCode0
Single-Channel EEG Tokenization Through Time-Frequency Modeling—0
Electrophysiological Investigation of Insect Pain Threshold—0
Graph-Based Deep Learning on Stereo EEG for Predicting Seizure Freedom in Epilepsy Patients—0
Parameter Estimation of the Network of FitzHugh-Nagumo Neurons Based on the Speed-Gradient and Filtering—0
Assessing a Single Student's Concentration on Learning Platforms: A Machine Learning-Enhanced EEG-Based Framework—0
M2LADS Demo: A System for Generating Multimodal Learning Analytics Dashboards—0
Beyond Performance Scores: Directed Functional Connectivity as a Brain-Based Biomarker for Motor Skill Learning and Retention—0
SleepGMUformer: A gated multimodal temporal neural network for sleep staging—0
Poststroke rehabilitative mechanisms in individualized fatigue level-controlled treadmill training -- a Rat Model Study—0
Dynamic directed functional connectivity as a neural biomarker for objective motor skill assessment—0
Dimension reduction methods, persistent homology and machine learning for EEG signal analysis of Interictal Epileptic DischargesCode0
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