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EEG

Electroencephalography epilepsy

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Showing 801–850 of 2431 papers

TitleStatusHype
EEG_RL-Net: Enhancing EEG MI Classification through Reinforcement Learning-Optimised Graph Neural Networks—0
Unveiling Thoughts: A Review of Advancements in EEG Brain Signal Decoding into Text—0
Optimizing Brain-Computer Interface Performance: Advancing EEG Signals Channel Selection through Regularized CSP and SPEA II Multi-Objective Optimization—0
Introducing EEG Analyses to Help Personal Music Preference PredictionCode0
M3D: Manifold-based Domain Adaptation with Dynamic Distribution for Non-Deep Transfer Learning in Cross-subject and Cross-session EEG-based Emotion Recognition—0
EEGEncoder: Advancing BCI with Transformer-Based Motor Imagery Classification—0
Effects and prediction of cognitive load on encoding model of brain response to auditory and linguistic stimuli in educational multimediaCode0
Robust EEG-based Emotion Recognition Using an Inception and Two-sided Perturbation Model—0
FCNCP: A Coupled Nonnegative CANDECOMP/PARAFAC Decomposition Based on Federated Learning—0
EEG_GLT-Net: Optimising EEG Graphs for Real-time Motor Imagery Signals Classification—0
BDAN: Mitigating Temporal Difference Across Electrodes in Cross-Subject Motor Imagery Classification via Generative Bridging Domain—0
Alpha rhythm slowing in temporal epilepsy across Scalp EEG and MEG—0
Joint Contrastive Learning with Feature Alignment for Cross-Corpus EEG-based Emotion Recognition—0
Novel entropy difference-based EEG channel selection technique for automated detection of ADHD—0
Evaluating Fast Adaptability of Neural Networks for Brain-Computer InterfaceCode0
Cepstral Analysis Based Artifact Detection, Recognition and Removal for Prefrontal EEG—0
Topological Feature Search Method for Multichannel EEG: Application in ADHD classification—0
The Sandwich meta-framework for architecture agnostic deep privacy-preserving transfer learning for non-invasive brainwave decoding—0
Are EEG Sequences Time Series? EEG Classification with Time Series Models and Joint Subject Training—0
Clinical translation of machine learning algorithms for seizure detection in scalp electroencephalography: systematic review—0
Alljoined1 -- A dataset for EEG-to-Image decoding—0
Towards Bi-Hemispheric Emotion Mapping through EEG: A Dual-Stream Neural Network Approach—0
Time topological analysis of EEG using signature theory—0
Alzheimer's disease detection in PSG signalsCode0
Fusing Pretrained ViTs with TCNet for Enhanced EEG Regression—0
EEG-SVRec: An EEG Dataset with User Multidimensional Affective Engagement Labels in Short Video Recommendation—0
MindArm: Mechanized Intelligent Non-Invasive Neuro-Driven Prosthetic Arm System—0
Localising the Seizure Onset Zone from Single-Pulse Electrical Stimulation Responses with a CNN TransformerCode0
A simple EEG-based decision tool for neonatal therapeutic hypothermia in hypoxic-ischemic encephalopathy—0
Investigation of the effectiveness of applying ChatGPT in Dialogic Teaching Using Electroencephalography—0
Identifying Attention-Deficit/Hyperactivity Disorder through the electroencephalogram complexity—0
EEG decoding with conditional identification information—0
EEGDiR: Electroencephalogram denoising network for temporal information storage and global modeling through Retentive NetworkCode0
Improving Legal Case Retrieval with Brain Signals—0
Multimodal wearable EEG, EMG and accelerometry measurements improve the accuracy of tonic-clonic seizure detection in-hospital—0
BRIEDGE: EEG-Adaptive Edge AI for Multi-Brain to Multi-Robot Interaction—0
Transferring BCI models from calibration to control: Observing shifts in EEG features—0
Data-Efficient Sleep Staging with Synthetic Time Series PretrainingCode0
Reconstructing Visual Stimulus Images from EEG Signals Based on Deep Visual Representation Model—0
Closed-loop control of gamma oscillations in the brain connections through the transcranial stimulations—0
Lateral Control of Brain-Controlled Vehicle Based on SVM Probability Output Model—0
Multimodal deep learning approach to predicting neurological recovery from coma after cardiac arrest—0
Understanding data analysis aspects of TMS-EEG in clinical study: a mini review and a case study with open dataset—0
Geometric Neural Network based on Phase Space for BCI-EEG decodingCode0
Spatiotemporal Pooling on Appropriate Topological Maps Represented as Two-Dimensional Images for EEG Classification—0
Physics-informed and Unsupervised Riemannian Domain Adaptation for Machine Learning on Heterogeneous EEG Datasets—0
Cascaded Self-supervised Learning for Subject-independent EEG-based Emotion Recognition—0
FingerNet: EEG Decoding of A Fine Motor Imagery with Finger-tapping Task Based on A Deep Neural Network—0
Quantum Machine‑Based Decision Support System for the Detection of Schizophrenia from EEG Records—0
EEG-based Dementia Classification Using CS-EMD Synchrony Features and Quantum Machine Learning—0
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