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EEG

Electroencephalography epilepsy

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Showing 351–400 of 2431 papers

TitleStatusHype
Pretraining Large Brain Language Model for Active BCI: Silent Speech—0
Towards Robust Multimodal Physiological Foundation Models: Handling Arbitrary Missing Modalities—0
A Neuro-Dynamic Mathematical Model of Dream Formation and Spontaneous Cognitive Activity—0
Subject-independent Classification of Meditative State from the Resting State using EEG—0
Seizure duration is associated with multiple timescales in interictal iEEG band power—0
Unsupervised EEG-based decoding of absolute auditory attention with canonical correlation analysis—0
The use of Multi-domain Electroencephalogram Representations in the building of Models based on Convolutional and Recurrent Neural Networks for Epilepsy DetectionCode0
A Simple Review of EEG Foundation Models: Datasets, Advancements and Future Perspectives—0
A Statistical Approach for Synthetic EEG Data GenerationCode0
Time-Series Analysis on Edge-AI Hardware for Healthcare Monitoring—0
SSTAF: Spatial-Spectral-Temporal Attention Fusion Transformer for Motor Imagery Classification—0
Sub-Scalp Brain-Computer Interface Device Design and Fabrication—0
Dynamic Difficulty Adjustment With Brain Waves as a Tool for Optimizing Engagement—0
Early Detection of Cognitive Impairment in Elderly using a Passive FPVS-EEG BCI and Machine Learning -- Extended Version—0
Time-varying EEG spectral power predicts evoked and spontaneous fMRI motor brain activity—0
Siamese Network with Dual Attention for EEG-Driven Social Learning: Bridging the Human-Robot Gap in Long-Tail Autonomous Driving—0
SeizureFormer: A Transformer Model for IEA-Based Seizure Risk Forecasting—0
An Empirical Investigation of Reconstruction-Based Models for Seizure Prediction from ECG Signals—0
Artifact detection and localization in single-channel mobile EEG for sleep research using deep learning and attention mechanisms—0
Classification of ADHD and Healthy Children Using EEG Based Multi-Band Spatial Features Enhancement—0
Modeling the Dynamics of Attentional Gamma Oscillations During the Encoding Process of Noise-Mixed Speech Signals—0
Optimized Feature Selection and Neural Network-Based Classification of Motor Imagery Using EEG Signals—0
Localized Definitions and Distributed Reasoning: A Proof-of-Concept Mechanistic Interpretability Study via Activation PatchingCode0
Dual mechanism of Anti-Seizure Medications in controlling seizure activityCode0
EEG2GAIT: A Hierarchical Graph Convolutional Network for EEG-based Gait Decoding—0
Augmentation of EEG and ECG Time Series for Deep Learning Applications: Integrating Changepoint Detection into the iAAFT Surrogates—0
EEG-EyeTrack: A Benchmark for Time Series and Functional Data Analysis with Open Challenges and BaselinesCode0
Flexible and Explainable Graph Analysis for EEG-based Alzheimer's Disease Classification—0
How Cyclic Acoustic Patterns Influence ASMR Perception: A Signal Processing Perspective—0
Improving Neonatal Care: An Active Dry-Contact Electrode-based Continuous EEG Monitoring System with Seizure Detection—0
Beyond the Signal: Medication State Effect on EEG-Based AI models for Parkinson's Disease—0
Towards Practical Emotion Recognition: An Unsupervised Source-Free Approach for EEG Domain Adaptation—0
Automated Video-EEG Analysis in Epilepsy Studies: Advances and Challenges—0
A Systematic Review of EEG-based Machine Intelligence Algorithms for Depression Diagnosis, and Monitoring—0
Distinct social-linguistic processing between humans and large audio-language models: Evidence from model-brain alignment—0
Chirp Localization via Fine-Tuned Transformer Model: A Proof-of-Concept Study—0
FACE: Few-shot Adapter with Cross-view Fusion for Cross-subject EEG Emotion Recognition—0
Unifying EEG and Speech for Emotion Recognition: A Two-Step Joint Learning Framework for Handling Missing EEG Data During Inference—0
Exploring Deep Learning Models for EEG Neural Decoding—0
Consumer-grade EEG-based Eye TrackingCode0
Oscillatory Signatures of Parkinson's Disease: Central and Parietal EEG Alterations Across Multiple Frequency Bands—0
When neural implant meets multimodal LLM: A dual-loop system for neuromodulation and naturalistic neuralbehavioral research—0
Edge-Fog Computing-Enabled EEG Data Compression via Asymmetrical Variational Discrete Cosine Transform Network—0
EEG-Based Decoding of Sound Location: Comparing Free-Field to Headphone-Based Non-Individual HRTFs—0
BioSerenity-E1: a self-supervised EEG model for medical applications—0
EEG relative phase-based analysis unveils the complexity and universality of human brain dynamics: integrative insights from general anesthesia and ADHD—0
Is Limited Participant Diversity Impeding EEG-based Machine Learning?Code0
MT-NAM: An Efficient and Adaptive Model for Epileptic Seizure Detection—0
NeuroChat: A Neuroadaptive AI Chatbot for Customizing Learning Experiences—0
CineBrain: A Large-Scale Multi-Modal Brain Dataset During Naturalistic Audiovisual Narrative Processing—0
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