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

Showing 2206-2226 of 4,541 articles

Novel neural activity profiles underlying inhibitory control deficits of clinical relevance in ADHD - insights from EEG tensor decomposition.

BACKGROUND: Attention-Deficit-Hyperactivity Disorder (ADHD) is a multifaceted neurodevelopmental dis...

May 2025 40350038

Wearable sleep recording augmented by artificial intelligence for Alzheimer's disease screening.

The recent emergence of wearable devices will enable large scale remote brain monitoring. This study...

May 2025 40346113

EEG-based Signatures of Schizophrenia, Depression, and Aberrant Aging: A Supervised Machine Learning Investigation.

BACKGROUND: Electroencephalography (EEG) is a noninvasive, cost-effective, and robust tool, which di...

May 2025 39248267

ALFEE: Adaptive Large Foundation Model for EEG Representation

While foundation models excel in text, image, and video domains, the critical biological signals, ...

May 2025 http://arxiv.org/abs/2505.06291v1

Depolarization block induction via slow NaV1.1 inactivation in Dravet syndrome

Dravet syndrome is a developmental and epileptic encephalopathy, characterized by the early onset ...

May 2025 http://arxiv.org/abs/2505.03919v1

Closed-loop control of seizure activity via real-time seizure forecasting by reservoir neuromorphic computing

Closed-loop brain stimulation holds potential as personalized treatment for drug-resistant epileps...

May 2025 http://arxiv.org/abs/2505.02003v1

Low-dimensional representation of brain networks for seizure risk forecasting

Identifying preictal states -- periods during which seizures are more likely to occur -- remains a...

May 2025 http://arxiv.org/abs/2505.00856v2

KnowEEG: Explainable Knowledge Driven EEG Classification

Electroencephalography (EEG) is a method of recording brain activity that shows significant promis...

May 2025 http://arxiv.org/abs/2505.00541v1

Adaptive Dynamic Surface Control of Epileptor Model Based on Nonlinear Luenberger State Observer.

Epilepsy is a prevalent neurological disorder characterized by recurrent seizures, which are sudden ...

May 2025 40170423

Mental state classification based on electroencephalogram (EEG) using multiclass support vector machine.

INTRODUCTION: Mental state refers to a person's state of mind from various perspectives, including c...

May 2025 40437725

An Integrated Electroencephalography and Eye-Tracking Analysis Using eXtreme Gradient Boosting for Mental Workload Evaluation in Surgery.

ObjectiveWe aimed to develop advanced machine learning models using electroencephalogram (EEG) and e...

May 2025 39325959

Juvenile Myoclonic Epilepsy Imaging Endophenotypes and Relationship With Cognition and Resting-State EEG.

Structural neuroimaging studies of patients with Juvenile Myoclonic Epilepsy (JME) typically present...

May 2025 40347042

xEEGNet: Towards Explainable AI in EEG Dementia Classification

This work presents xEEGNet, a novel, compact, and explainable neural network for EEG data analysis...

Apr 2025 http://arxiv.org/abs/2504.21457v1

NRevisit: A Cognitive Behavioral Metric for Code Understandability Assessment

Measuring code understandability is both highly relevant and exceptionally challenging. This paper...

Apr 2025 http://arxiv.org/abs/2504.18345v1

Subject-independent Classification of Meditative State from the Resting State using EEG

While it is beneficial to objectively determine whether a subject is meditating, most research in ...

Apr 2025 http://arxiv.org/abs/2504.18095v1

The use of Multi-domain Electroencephalogram Representations in the building of Models based on Convolutional and Recurrent Neural Networks for Epilepsy Detection

Epilepsy, affecting approximately 50 million people globally, is characterized by abnormal brain a...

Apr 2025 http://arxiv.org/abs/2504.17908v1

Neurology

Browse Categories

Novel neural activity profiles underlying inhibitory control deficits of clinical relevance in ADHD - insights from EEG tensor decomposition.

Wearable sleep recording augmented by artificial intelligence for Alzheimer's disease screening.

EEG-based Signatures of Schizophrenia, Depression, and Aberrant Aging: A Supervised Machine Learning Investigation.

ALFEE: Adaptive Large Foundation Model for EEG Representation

Depolarization block induction via slow NaV1.1 inactivation in Dravet syndrome

Closed-loop control of seizure activity via real-time seizure forecasting by reservoir neuromorphic computing

Low-dimensional representation of brain networks for seizure risk forecasting

KnowEEG: Explainable Knowledge Driven EEG Classification

Adaptive Dynamic Surface Control of Epileptor Model Based on Nonlinear Luenberger State Observer.

Mental state classification based on electroencephalogram (EEG) using multiclass support vector machine.

An Integrated Electroencephalography and Eye-Tracking Analysis Using eXtreme Gradient Boosting for Mental Workload Evaluation in Surgery.

Juvenile Myoclonic Epilepsy Imaging Endophenotypes and Relationship With Cognition and Resting-State EEG.

xEEGNet: Towards Explainable AI in EEG Dementia Classification

NRevisit: A Cognitive Behavioral Metric for Code Understandability Assessment

Subject-independent Classification of Meditative State from the Resting State using EEG

The use of Multi-domain Electroencephalogram Representations in the building of Models based on Convolutional and Recurrent Neural Networks for Epilepsy Detection

Neuroadaptive Haptics: Comparing Reinforcement Learning from Explicit Ratings and Neural Signals for Adaptive XR Systems

Dynamic Difficulty Adjustment With Brain Waves as a Tool for Optimizing Engagement

Mind2Matter: Creating 3D Models from EEG Signals

Early Detection of Cognitive Impairment in Elderly using a Passive FPVS-EEG BCI and Machine Learning -- Extended Version

Time-varying EEG spectral power predicts evoked and spontaneous fMRI motor brain activity

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