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Neurology Subcategories: Autism Dementia Head Trauma Parkinson's Disease Seizures Sleep Disorders

Showing 2458-2478 of 4,541 articles

Towards Brain Passage Retrieval -- An Investigation of EEG Query Representations

Information Retrieval (IR) systems primarily rely on users' ability to translate their internal in...

Dec 2024 http://arxiv.org/abs/2412.06695v3

A Combined Channel Approach for Decoding Intracranial EEG Signals: Enhancing Accuracy through Spatial Information Integration

Intracranial EEG (iEEG) recording, characterized by high spatial and temporal resolution and super...

Dec 2024 http://arxiv.org/abs/2412.06336v1

STEAM-EEG: Spatiotemporal EEG Analysis with Markov Transfer Fields and Attentive CNNs

Electroencephalogram (EEG) signals play a pivotal role in biomedical research and clinical applica...

Dec 2024 http://arxiv.org/abs/2501.01959v1

Multi-Branch Mutual-Distillation Transformer for EEG-Based Seizure Subtype Classification

Cross-subject electroencephalogram (EEG) based seizure subtype classification is very important in...

Dec 2024 http://arxiv.org/abs/2412.15224v1

An ADHD Diagnostic Interface Based on EEG Spectrograms and Deep Learning Techniques

This paper introduces an innovative approach to Attention-deficit/hyperactivity disorder (ADHD) di...

Dec 2024 http://arxiv.org/abs/2412.02695v1

Crucial rhythms and subnetworks for emotion processing extracted by an interpretable deep learning framework from EEG networks.

Electroencephalogram (EEG) brain networks describe the driving and synchronous relationships among m...

Dec 2024 39707986

Topological analysis of brain dynamical signals indicates signatures of seizure susceptibility

Epilepsy is known to drastically alter brain dynamics during seizures (ictal periods), but its eff...

Dec 2024 http://arxiv.org/abs/2412.01911v3

Prediction of Post Traumatic Epilepsy Using MR-Based Imaging Markers.

Post-traumatic epilepsy (PTE) is a debilitating neurological disorder that develops after traumatic ...

Dec 2024 39560185

Knowledge-Data Fusion Based Source-Free Semi-Supervised Domain Adaptation for Seizure Subtype Classification

Electroencephalogram (EEG)-based seizure subtype classification enhances clinical diagnosis effici...

Nov 2024 http://arxiv.org/abs/2411.19502v1

Protecting Multiple Types of Privacy Simultaneously in EEG-based Brain-Computer Interfaces

A brain-computer interface (BCI) enables direct communication between the brain and an external de...

Nov 2024 http://arxiv.org/abs/2411.19498v1

Towards Personalized Brain-Computer Interface Application Based on Endogenous EEG Paradigms

In this paper, we propose a conceptual framework for personalized brain-computer interface (BCI) a...

Nov 2024 http://arxiv.org/abs/2411.11302v1

A Multi-Label EEG Dataset for Mental Attention State Classification in Online Learning

Attention is a vital cognitive process in the learning and memory environment, particularly in the...

Nov 2024 http://arxiv.org/abs/2411.09879v2

EEG Spectral Analysis in Gray Zone Between Healthy and Insomnia

This study investigates the sleep characteristics and brain activity of individuals in the gray zo...

Nov 2024 http://arxiv.org/abs/2411.09875v1

A Feature Fusion Model Based on Temporal Convolutional Network for Automatic Sleep Staging Using Single-Channel EEG.

Sleep staging is a crucial task in sleep monitoring and diagnosis, but clinical sleep staging is bot...

Nov 2024 39504300

Real-time Sub-milliwatt Epilepsy Detection Implemented on a Spiking Neural Network Edge Inference Processor

Analyzing electroencephalogram (EEG) signals to detect the epileptic seizure status of a subject p...

Oct 2024 http://arxiv.org/abs/2410.16613v1

EEG-estimated functional connectivity, and not behavior, differentiates Parkinson's patients from health controls during the Simon conflict task

Neural biomarkers that can classify or predict disease are of broad interest to the neurological a...

Oct 2024 http://arxiv.org/abs/2410.06534v1

The Effect of Acute Stress on the Interpretability and Generalization of Schizophrenia Predictive Machine Learning Models

Introduction Schizophrenia is a severe mental disorder, and early diagnosis is key to improving ou...

Oct 2024 http://arxiv.org/abs/2410.19739v1

Neurology

Browse Categories

Towards Brain Passage Retrieval -- An Investigation of EEG Query Representations

A Combined Channel Approach for Decoding Intracranial EEG Signals: Enhancing Accuracy through Spatial Information Integration

STEAM-EEG: Spatiotemporal EEG Analysis with Markov Transfer Fields and Attentive CNNs

Multi-Branch Mutual-Distillation Transformer for EEG-Based Seizure Subtype Classification

An ADHD Diagnostic Interface Based on EEG Spectrograms and Deep Learning Techniques

Crucial rhythms and subnetworks for emotion processing extracted by an interpretable deep learning framework from EEG networks.

Topological analysis of brain dynamical signals indicates signatures of seizure susceptibility

Prediction of Post Traumatic Epilepsy Using MR-Based Imaging Markers.

Knowledge-Data Fusion Based Source-Free Semi-Supervised Domain Adaptation for Seizure Subtype Classification

Protecting Multiple Types of Privacy Simultaneously in EEG-based Brain-Computer Interfaces

Towards Personalized Brain-Computer Interface Application Based on Endogenous EEG Paradigms

A Multi-Label EEG Dataset for Mental Attention State Classification in Online Learning

EEG Spectral Analysis in Gray Zone Between Healthy and Insomnia

A Feature Fusion Model Based on Temporal Convolutional Network for Automatic Sleep Staging Using Single-Channel EEG.

Real-time Sub-milliwatt Epilepsy Detection Implemented on a Spiking Neural Network Edge Inference Processor

EEG-estimated functional connectivity, and not behavior, differentiates Parkinson's patients from health controls during the Simon conflict task

The Effect of Acute Stress on the Interpretability and Generalization of Schizophrenia Predictive Machine Learning Models

Seizure freedom after surgical resection of diffusion-weighted MRI abnormalities

From Epilepsy Seizures Classification to Detection: A Deep Learning-based Approach for Raw EEG Signals

NECOMIMI: Neural-Cognitive Multimodal EEG-informed Image Generation with Diffusion Models

Feature Estimation of Global Language Processing in EEG Using Attention Maps

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