Cover Image

Sleep Disorder Diagnosis Using EEG Signals and LSTM Deep Learning Method

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Yousefi, Mohammad Reza, Rahimi, Reza
Format:	Preprint
Published:	2025
Subjects:	Neurons and Cognition Quantitative Methods
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Brain states analysis of EEG predicts multiple sclerosis and mirrors disease duration and burden
by: Mórocz, István, et al.
Published: (2024)

Using Information Geometry to Characterize Higher-Order Interactions in EEG
by: Albers, Eric, et al.
Published: (2025)

Evaluating tDCS Intervention Effectiveness via Functional Connectivity Network on Resting-State EEG Data in Major Depressive Disorder
by: Singh, Vishwani, et al.
Published: (2024)

Multi-Modal Spectral Parametrization Method (MMSPM) for analyzing EEG activity with distinct scaling regimes
by: Racz, Frigyes Samuel, et al.
Published: (2025)

Getting More from Less: Transfer Learning Improves Sleep Stage Decoding Accuracy in Peripheral Wearable Devices
by: Coon, William G, et al.
Published: (2025)

Distinct neurodynamics of functional brain networks in Alzheimer's disease and frontotemporal dementia as revealed by EEG
by: Ahn, Sungwoo, et al.
Published: (2025)

The Cost of Simplicity: How Reducing EEG Electrodes Affects Source Localization and BCI Accuracy
by: Guttmann-Flury, Eva, et al.
Published: (2025)

Interpretable Electrophysiological Features of Resting-State EEG Capture Cortical Network Dynamics in Parkinsons Disease
by: Dougalis, Antonios G.
Published: (2026)

Hierarchical Machine Learning Classification of Parkinsonian Disorders using Saccadic Eye Movements: A Development and Validation Study
by: Patel, Salil B, et al.
Published: (2024)

From Noise to Insight: Visualizing Neural Dynamics with Segmented SNR Topographies for Improved EEG-BCI Performance
by: Guttmann-Flury, Eva, et al.
Published: (2025)

CITS: Nonparametric Statistical Causal Modeling for High-Resolution Neural Time Series
by: Biswas, Rahul, et al.
Published: (2025)

Topological and Graph Theoretical Analysis of Dynamic Functional Connectivity for Autism Spectrum Disorder
by: Chen, Yuzhe, et al.
Published: (2024)

Classification of Major Depressive Disorder Using Vertex-Wise Brain Sulcal Depth, Curvature, and Thickness with a Deep and a Shallow Learning Model
by: Goya-Maldonado, Roberto, et al.
Published: (2023)

Hierarchical Trait-State Model for Decoding Dyadic Social Interactions
by: Wu, Qianying, et al.
Published: (2024)

Functional Architecture of the Human Hypothalamus: Cortical Coupling and Subregional Organization Using 7-Tesla fMRI
by: Lee, Kent M., et al.
Published: (2025)

Comparing apples to apples -- Using a modular and adaptable analysis pipeline to compare slow cerebral rhythms across heterogeneous datasets
by: Gutzen, Robin, et al.
Published: (2022)

A Linear Generative Framework for Structure-Function Coupling in the Human Brain
by: Kelemen, Sam Frank, et al.
Published: (2025)

Visual Function Profiles via Multi-Path Aggregation Reveal Neuron-Level Responses in the Drosophila Brain
by: Xie, Jiangping, et al.
Published: (2025)

Mechano-chemical modeling of glia initiated secondary injury of neurons under mechanical load
by: Auddya, Debabrata, et al.
Published: (2025)

Functional Correspondences in the Human and Marmoset Visual Cortex During Movie Watching: Insights from Correlation, Redundancy, and Synergy
by: Li, Qiang, et al.
Published: (2025)

Does Re-referencing Matter? Large Laplacian Filter Optimizes Single-Trial P300 BCI Performance
by: Guttmann-Flury, Eva, et al.
Published: (2025)

Modular integration of neural connectomics, dynamics and biomechanics for identification of behavioral sensorimotor pathways in Caenorhabditis elegans
by: Kim, Jimin, et al.
Published: (2025)

Connectome brain fingerprinting: terminology, measures, and target properties
by: Fraschini, Matteo, et al.
Published: (2025)

Evaluating Cognitive Assessment Tools:A Comparative Analysis of MMSE, RUDAS, SAGE, ADAS and MoCA for Early Dementia Detection
by: Naole, Saransh, et al.
Published: (2025)

Discrete Heat Kernels on Simplicial Complexes and Its Application to Functional Brain Networks
by: Dakurah, Sixtus
Published: (2025)

Scalable Modeling of Nonlinear Network Dynamics in Neurodegenerative Disease
by: Semchin, Daniel, et al.
Published: (2025)

A Hypothesis-First Framework for Mechanistic Modeling in Neuroimaging
by: Boutet, Dominic, et al.
Published: (2025)

Multilayer Networks in Neuroimaging
by: Vuksanovic, Vesna
Published: (2025)

Improved classification of Alzheimer's disease and mild cognitive impairment through dynamic functional network analysis
by: Rubido, Nicolas, et al.
Published: (2025)

Adaptive modelling of anti-tau treatments for neurodegenerative disorders based on the Bayesian approach with physics-informed neural networks
by: Pal, Swadesh, et al.
Published: (2025)

Personalized optimization of pediatric HD-tDCS for dose consistency and target engagement
by: Liu, Zeming, et al.
Published: (2025)

SPM 25: open source neuroimaging analysis software
by: Tierney, Tim M., et al.
Published: (2025)

Autonomic Arousal in Social Anxiety: An Electrodermal Activity Study During an Emotionally Salient Cognitive Task
by: Adyasha, Arya, et al.
Published: (2025)

Stabilizing Fractional Dynamical Networks Suppresses Epileptic Seizures
by: Wang, Yaoyue, et al.
Published: (2025)

Muscle Synergy Patterns During Running: Coordinative Mechanisms From a Neuromechanical Perspective
by: Ma, Ye, et al.
Published: (2025)

ReBaCCA-ss: Relevance-Balanced Continuum Correlation Analysis with Smoothing and Surrogating for Quantifying Similarity Between Population Spiking Activities
by: Zhang, Xiang, et al.
Published: (2025)

The role of oscillations in grid cells' toroidal topology
by: di Sarra, Giovanni, et al.
Published: (2025)

Multi-timescale synaptic plasticity on analog neuromorphic hardware
by: Atoui, Amani, et al.
Published: (2024)

Compiling molecular ultrastructure into neural dynamics
by: Kording, Konrad P., et al.
Published: (2026)

Universal scale-free representations in human visual cortex
by: Gauthaman, Raj Magesh, et al.
Published: (2024)