A flexible and accurate method for electroencephalography rhythms extraction based on circulant singular spectrum analysis
Rhythms extraction from electroencephalography (EEG) signals can be used to monitor the physiological and pathological states of the brain and has attracted much attention in recent studies. A flexible and accurate method for EEG rhythms extraction was proposed by incorporating a novel circulant sin...
| Published in: | PeerJ |
|---|---|
| Main Authors: | Hai Hu, Zihang Pu, Peng Wang |
| Format: | Article |
| Language: | English |
| Published: |
PeerJ Inc.
2022-03-01
|
| Subjects: | |
| Online Access: | https://peerj.com/articles/13096.pdf |
Similar Items
An adaptive singular spectrum analysis method for extracting brain rhythms of electroencephalography
by: Hai Hu, et al.
Published: (2017-06-01)
by: Hai Hu, et al.
Published: (2017-06-01)
Analysis of electroencephalography brain rhythms in the reading process
by: Camila Davi Ramos, et al.
Published: (2020-11-01)
by: Camila Davi Ramos, et al.
Published: (2020-11-01)
Electroencephalography Longitudinal Markers of Central Neuropathic Pain Intensity in Spinal Cord Injury: A Home-Based Pilot Study
by: Rab Nawaz, et al.
Published: (2024-11-01)
by: Rab Nawaz, et al.
Published: (2024-11-01)
The Presence/Absence of an Awake-State Dominant EEG Rhythm in Delirious Patients Is Related to Different Symptoms of Delirium Evaluated by the Intensive Care Delirium Screening Checklist (ICDSC)
by: Toshikazu Shinba, et al.
Published: (2024-12-01)
by: Toshikazu Shinba, et al.
Published: (2024-12-01)
Assessment of Model Accuracy in Eyes Open and Closed EEG Data: Effect of Data Pre-Processing and Validation Methods
by: Jamolbek Mattiev, et al.
Published: (2022-12-01)
by: Jamolbek Mattiev, et al.
Published: (2022-12-01)
Interest paradigm for early identification of autism spectrum disorder: an analysis from electroencephalography combined with eye tracking
by: Binbin Sun, et al.
Published: (2024-11-01)
by: Binbin Sun, et al.
Published: (2024-11-01)
Contribution of Scalp Regions to Machine Learning-Based Classification of Dementia Utilizing Resting-State qEEG Signals
by: Simfukwe C, et al.
Published: (2024-12-01)
by: Simfukwe C, et al.
Published: (2024-12-01)
Contribution of Scalp Regions to Machine Learning-Based Classification of Dementia Utilizing Resting-State qEEG Signals [Corrigendum]
by: Simfukwe C, et al.
Published: (2024-12-01)
by: Simfukwe C, et al.
Published: (2024-12-01)
A study on EEG feature extraction and classification in autistic children based on singular spectrum analysis method
by: Jie Zhao, et al.
Published: (2020-12-01)
by: Jie Zhao, et al.
Published: (2020-12-01)
Introducing a New Mobile Electroencephalography System and Evaluating Its Quality in Comparison to Clinical Electroencephalography
by: Paria Samimisabet, et al.
Published: (2023-08-01)
by: Paria Samimisabet, et al.
Published: (2023-08-01)
Artificial Neural Network in Autism Spectrum Disorder Diagnosis Based on Quantitative Electroencephalography
by: Mitra Dadjoo, et al.
Published: (2024-01-01)
by: Mitra Dadjoo, et al.
Published: (2024-01-01)
Electroencephalographic modulations during an open- or closed-eyes motor task
by: Sébastien Rimbert, et al.
Published: (2018-03-01)
by: Sébastien Rimbert, et al.
Published: (2018-03-01)
An eye-tracking study for measuring the attentional characteristics towards emotional scenes in children with autism spectrum condition
by: M. Lizarán, et al.
Published: (2021-04-01)
by: M. Lizarán, et al.
Published: (2021-04-01)
Tensor Decomposition Analysis of Longitudinal EEG Signals Reveals Differential Oscillatory Dynamics in Eyes-Closed and Eyes-Open Motor Imagery BCI: A Case Report
by: Saman Seifpour, et al.
Published: (2023-06-01)
by: Saman Seifpour, et al.
Published: (2023-06-01)
INJURIES OF EYE AND ITS ACCESSORY ORGANS
by: Tsvetomir Dimitrov
Published: (2017-12-01)
by: Tsvetomir Dimitrov
Published: (2017-12-01)
Research on healing-oriented street design based on quantitative emotional electroencephalography and eye-tracking technology
by: Huibin Shao, et al.
Published: (2025-05-01)
by: Huibin Shao, et al.
Published: (2025-05-01)
Quantitative Electroencephalography in Children With Autism Spectrum Disorders
by: Hamida S. Jasim, et al.
Published: (2024-02-01)
by: Hamida S. Jasim, et al.
Published: (2024-02-01)
Early detection of Parkinson's disease: Systematic analysis of the influence of the eyes on quantitative biomarkers in resting state electroencephalography
by: G. Gimenez-Aparisi, et al.
Published: (2023-10-01)
by: G. Gimenez-Aparisi, et al.
Published: (2023-10-01)
Abnormal dynamic features of cortical microstates for detecting early-stage Parkinson's disease by resting-state electroencephalography: Systematic analysis of the influence of eye condition
by: G. Gimenez-Aparisi, et al.
Published: (2025-01-01)
by: G. Gimenez-Aparisi, et al.
Published: (2025-01-01)
Circulant Singular Spectrum Analysis and Discrete Wavelet Transform for Automated Removal of EOG Artifacts from EEG Signals
by: Jammisetty Yedukondalu, et al.
Published: (2023-01-01)
by: Jammisetty Yedukondalu, et al.
Published: (2023-01-01)
An antisaccade task for measuring the attentional characteristics of social information processing in children with autism spectrum conditions
by: M. Lizarán, et al.
Published: (2021-04-01)
by: M. Lizarán, et al.
Published: (2021-04-01)
Electroencephalography (EEG) eye state classification using learning vector quantization and bagged trees
by: Mehrbakhsh Nilashi, et al.
Published: (2023-04-01)
by: Mehrbakhsh Nilashi, et al.
Published: (2023-04-01)
Eye structure, activity rhythms and visually-driven behavior are tuned to visual niche in ants
by: Ayse eYilmaz, et al.
Published: (2014-06-01)
by: Ayse eYilmaz, et al.
Published: (2014-06-01)
The Decomposition and Forecasting of Mutual Investment Funds Using Singular Spectrum Analysis
by: Paulo Canas Rodrigues, et al.
Published: (2020-01-01)
by: Paulo Canas Rodrigues, et al.
Published: (2020-01-01)
Patients with Alzheimer’s disease dementia show partially preserved parietal ‘hubs’ modeled from resting-state alpha electroencephalographic rhythms
by: Susanna Lopez, et al.
Published: (2023-01-01)
by: Susanna Lopez, et al.
Published: (2023-01-01)
Editorial: Signaling pathways and brain circuitry underlying circadian rhythms and sleep
by: Sydney Aten, et al.
Published: (2025-02-01)
by: Sydney Aten, et al.
Published: (2025-02-01)
YOLO Model-Based Eye Movement Detection During Closed-Eye State
by: Shigui Zhang, et al.
Published: (2025-04-01)
by: Shigui Zhang, et al.
Published: (2025-04-01)
Distinction Between Variability-Based Modulation and Mean-Based Activation Revealed by BOLD-fMRI and Eyes-Open/Eyes-Closed Contrast
by: Pei-Wen Zhang, et al.
Published: (2018-07-01)
by: Pei-Wen Zhang, et al.
Published: (2018-07-01)
Experimental Verification of Objective Visual Fatigue Measurement Based on Accurate Pupil Detection of Infrared Eye Image and Multi-Feature Analysis
by: Taehyung Kim, et al.
Published: (2020-08-01)
by: Taehyung Kim, et al.
Published: (2020-08-01)
The Posterior Dominant Rhythm Remains Within Normal Limits in the Microgravity Environment
by: Vasileios Kokkinos, et al.
Published: (2024-11-01)
by: Vasileios Kokkinos, et al.
Published: (2024-11-01)
No evidence for differential saccadic adaptation in children and adults with an autism spectrum diagnosis
by: Katy Tarrit, et al.
Published: (2023-10-01)
by: Katy Tarrit, et al.
Published: (2023-10-01)
Fusion of circulant singular spectrum analysis and multiscale local ternary patterns for effective spectral-spatial feature extraction and small sample hyperspectral image classification
by: Xiaoqing Wan, et al.
Published: (2025-02-01)
by: Xiaoqing Wan, et al.
Published: (2025-02-01)
Forecasting Mortality Rate by Singular Spectrum Analysis
by: Rahim Mahmoudvand, et al.
Published: (2015-11-01)
by: Rahim Mahmoudvand, et al.
Published: (2015-11-01)
Recurrent Forecasting in Singular Spectrum Decomposition
by: Maryam Movahedifar, et al.
Published: (2023-07-01)
by: Maryam Movahedifar, et al.
Published: (2023-07-01)
Closing eyes with artificial tears: A simple and effective strategy to combat screen-related asthenopia and dry eye symptoms
by: Ning Wang, et al.
Published: (2025-02-01)
by: Ning Wang, et al.
Published: (2025-02-01)
SSA-GAN: Singular Spectrum Analysis-Enhanced Generative Adversarial Network for Multispectral Pansharpening
by: Lanfa Liu, et al.
Published: (2025-02-01)
by: Lanfa Liu, et al.
Published: (2025-02-01)
Application of energy difference spectrum of singular value in signal noise reductio
by: ZHANG Wenbi
Published: (2014-10-01)
by: ZHANG Wenbi
Published: (2014-10-01)
Pattern Recognition of Gene Expression with Singular Spectrum Analysis
by: Hossein Hassani, et al.
Published: (2014-07-01)
by: Hossein Hassani, et al.
Published: (2014-07-01)
APPLICATION OF SINGULAR SPECTRUM ANALYSIS METHOD IN FORECASTING INDONESIA COMPOSITE DATA
by: Latifah Nur Wijayanti, et al.
Published: (2023-04-01)
by: Latifah Nur Wijayanti, et al.
Published: (2023-04-01)
Modelling the Behaviour of Currency Exchange Rates with Singular Spectrum Analysis and Artificial Neural Networks
by: Paulo Canas Rodrigues, et al.
Published: (2020-06-01)
by: Paulo Canas Rodrigues, et al.
Published: (2020-06-01)
Similar Items
-
An adaptive singular spectrum analysis method for extracting brain rhythms of electroencephalography
by: Hai Hu, et al.
Published: (2017-06-01) -
Analysis of electroencephalography brain rhythms in the reading process
by: Camila Davi Ramos, et al.
Published: (2020-11-01) -
Electroencephalography Longitudinal Markers of Central Neuropathic Pain Intensity in Spinal Cord Injury: A Home-Based Pilot Study
by: Rab Nawaz, et al.
Published: (2024-11-01) -
The Presence/Absence of an Awake-State Dominant EEG Rhythm in Delirious Patients Is Related to Different Symptoms of Delirium Evaluated by the Intensive Care Delirium Screening Checklist (ICDSC)
by: Toshikazu Shinba, et al.
Published: (2024-12-01) -
Assessment of Model Accuracy in Eyes Open and Closed EEG Data: Effect of Data Pre-Processing and Validation Methods
by: Jamolbek Mattiev, et al.
Published: (2022-12-01)
