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EEG

Electroencephalography epilepsy

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Showing 101–150 of 2431 papers

TitleStatusHype
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
Decoding Covert Speech from EEG Using a Functional Areas Spatio-Temporal TransformerCode1
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
EEG2GAIT: A Hierarchical Graph Convolutional Network for EEG-based Gait Decoding—0
Flexible and Explainable Graph Analysis for EEG-based Alzheimer's Disease Classification—0
Dual mechanism of Anti-Seizure Medications in controlling seizure activityCode0
How Cyclic Acoustic Patterns Influence ASMR Perception: A Signal Processing Perspective—0
SeizureTransformer: Scaling U-Net with Transformer for Simultaneous Time-Step Level Seizure Detection from Long EEG RecordingsCode1
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
Distinct social-linguistic processing between humans and large audio-language models: Evidence from model-brain alignment—0
A Systematic Review of EEG-based Machine Intelligence Algorithms for Depression Diagnosis, and Monitoring—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
PiEEG kit - bioscience Lab in home for your Brain and BodyCode1
EEG-CLIP : Learning EEG representations from natural language descriptionsCode1
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
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
Edge-Fog Computing-Enabled EEG Data Compression via Asymmetrical Variational Discrete Cosine Transform Network—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
CineBrain: A Large-Scale Multi-Modal Brain Dataset During Naturalistic Audiovisual Narrative Processing—0
NeuroChat: A Neuroadaptive AI Chatbot for Customizing Learning Experiences—0
MPTSNet: Integrating Multiscale Periodic Local Patterns and Global Dependencies for Multivariate Time Series ClassificationCode1
Spatial Distillation based Distribution Alignment (SDDA) for Cross-Headset EEG ClassificationCode1
Insights into Schizophrenia: Leveraging Machine Learning for Early Identification via EEG, ERP, and Demographic Attributes—0
Frequency-Based Alignment of EEG and Audio Signals Using Contrastive Learning and SincNet for Auditory Attention DetectionCode1
PiEEG kit -- bioscience Lab in home for your Brain and BodyCode1
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
A novel Fourier Adjacency Transformer for advanced EEG emotion recognitionCode1
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
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
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