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EEG

Electroencephalography epilepsy

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Showing 401–450 of 2431 papers

TitleStatusHype
Insights into Schizophrenia: Leveraging Machine Learning for Early Identification via EEG, ERP, and Demographic Attributes—0
Cross-Subject Depression Level Classification Using EEG Signals with a Sample Confidence Method—0
YARE-GAN: Yet Another Resting State EEG-GANCode0
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
Fast _1-Regularized EEG Source Localization Using Variable Projection—0
Research on Event-Related Desynchronization of Motor Imagery and Movement Based on Localized EEG Cortical Sources—0
Music Therapy based Stress Prediction using Homological Feature Analysis on EEG Signals—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
Motor Imagery EEG Signals: Multi-Task Classification and Subject Identification with a Lightweight CNN—0
EEGM2: An Efficient Mamba-2-Based Self-Supervised Framework for Long-Sequence EEG Modeling—0
Error-related Potential driven Reinforcement Learning for adaptive Brain-Computer Interfaces—0
Deep Learning-Powered Electrical Brain Signals Analysis: Advancing Neurological DiagnosticsCode0
Electrophysiological Investigation of Insect Pain Threshold—0
Single-Channel EEG Tokenization Through Time-Frequency Modeling—0
M2LADS Demo: A System for Generating Multimodal Learning Analytics Dashboards—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
SleepGMUformer: A gated multimodal temporal neural network for sleep staging—0
Beyond Performance Scores: Directed Functional Connectivity as a Brain-Based Biomarker for Motor Skill Learning and Retention—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
Brain-to-Text Decoding: A Non-invasive Approach via Typing—0
Dimension reduction methods, persistent homology and machine learning for EEG signal analysis of Interictal Epileptic DischargesCode0
A Survey on Bridging EEG Signals and Generative AI: From Image and Text to Beyond—0
Hybrid Brain-Machine Interface: Integrating EEG and EMG for Reduced Physical Demand—0
Revisiting Euclidean Alignment for Transfer Learning in EEG-Based Brain-Computer Interfaces—0
EEG Artifact Detection and Correction with Deep Autoencoders—0
Deep EEG Super-Resolution: Upsampling EEG Spatial Resolution with Generative Adversarial Networks—0
CSSSTN: A Class-sensitive Subject-to-subject Semantic Style Transfer Network for EEG Classification in RSVP TasksCode0
From Thought to Action: How a Hierarchy of Neural Dynamics Supports Language Production—0
Large Cognition Model: Towards Pretrained EEG Foundation Model—0
Bridging Brain Signals and Language: A Deep Learning Approach to EEG-to-Text Decoding—0
Emotional EEG Classification using Upscaled Connectivity Matrices—0
FEMBA: Efficient and Scalable EEG Analysis with a Bidirectional Mamba Foundation Model—0
Finetuning and Quantization of EEG-Based Foundational BioSignal Models on ECG and PPG Data for Blood Pressure Estimation—0
Protecting Intellectual Property of EEG-based Neural Networks with WatermarkingCode0
Neurophysiological correlates to the human brain complexity through q-statistical analysis of electroencephalogram—0
Geometric Machine Learning on EEG Signals—0
Removing Neural Signal Artifacts with Autoencoder-Targeted Adversarial Transformers (AT-AT)—0
Transfer Learning for Covert Speech Classification Using EEG Hilbert Envelope and Temporal Fine Structure—0
From Bedside to Desktop: A Data Protocol for Normative Intracranial EEG and Abnormality Mapping—0
Human-Aligned Image Models Improve Visual Decoding from the Brain—0
Human fields and their impact on brain waves A pilot study—0
Probabilistic adaptation of language comprehension for individual speakers: Evidence from neural oscillations—0
A Hodge-FAST Framework for High-Resolution Dynamic Functional Connectivity Analysis of Higher Order Interactions in EEG Signals—0
SSRepL-ADHD: Adaptive Complex Representation Learning Framework for ADHD Detection from Visual Attention Tasks—0
Algorithmic Clustering based on String Compression to Extract P300 Structure in EEG Signals—0
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