Cargando…

Identification of Visual Imagery by Electroencephalography Based on Empirical Mode Decomposition and an Autoregressive Model

The traditional imagery task for brain–computer interfaces (BCIs) consists of motor imagery (MI) in which subjects are instructed to imagine moving certain parts of their body. This kind of imagery task is difficult for subjects. In this study, we used a less studied yet more easily performed type o...

Descripción completa

Detalles Bibliográficos
Autores principales:	Fu, Yunfa, Li, Zhaoyang, Gong, Anmin, Qian, Qian, Su, Lei, Zhao, Lei
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Hindawi 2022
Materias:	Research Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8818430/ https://www.ncbi.nlm.nih.gov/pubmed/35140763 http://dx.doi.org/10.1155/2022/1038901

Ejemplares similares

A novel strategy for driving car brain–computer interfaces: Discrimination of EEG-based visual-motor imagery
por: Zhou, Zhouzhou, et al.
Publicado: (2021)

Decoding of Motor Coordination Imagery Involving the Lower Limbs by the EEG-Based Brain Network
por: Fu, Yunfa, et al.
Publicado: (2021)

Recognition of Flexion and Extension Imagery Involving the Right and Left Arms Based on Deep Belief Network and Functional Near-Infrared Spectroscopy
por: Fu, Yunfa, et al.
Publicado: (2021)

Improved Brain–Computer Interface Signal Recognition Algorithm Based on Few-Channel Motor Imagery
por: Wang, Fan, et al.
Publicado: (2022)

Decoding of Walking Imagery and Idle State Using Sparse Representation Based on fNIRS
por: Li, Hongquan, et al.
Publicado: (2021)

A New Subject-Specific Discriminative and Multi-Scale Filter Bank Tangent Space Mapping Method for Recognition of Multiclass Motor Imagery
por: Wu, Fan, et al.
Publicado: (2021)

A Human ECG Identification System Based on Ensemble Empirical Mode Decomposition
por: Zhao, Zhidong, et al.
Publicado: (2013)

Reducing calibration time in motor imagery-based BCIs by data alignment and empirical mode decomposition
por: Xiong, Wei, et al.
Publicado: (2022)

Monitoring and Evaluation of Emotion Regulation by Aerobic Exercise and Motor Imagery Based on Functional Near-Infrared Spectroscopy
por: Ding, Peng, et al.
Publicado: (2021)

An Empirical Mode Decomposition Fuzzy Forecast Model for Air Quality
por: Jiang, Wenxin, et al.
Publicado: (2022)

Empirical mode decomposition with missing values
por: Kim, Donghoh, et al.
Publicado: (2016)

Multi-source joint domain adaptation for cross-subject and cross-session emotion recognition from electroencephalography
por: Liang, Shengjin, et al.
Publicado: (2022)

Identification of Emotion Using Electroencephalogram by Tunable Q-Factor Wavelet Transform and Binary Gray Wolf Optimization
por: Li, Siyu, et al.
Publicado: (2021)

A New Method to Generate Artificial Frames Using the Empirical Mode Decomposition for an EEG-Based Motor Imagery BCI
por: Dinarès-Ferran, Josep, et al.
Publicado: (2018)

Fault Diagnosis of Rotating Machinery Based on an Adaptive Ensemble Empirical Mode Decomposition
por: Lei, Yaguo, et al.
Publicado: (2013)

A Flattest Constrained Envelope Approach for Empirical Mode Decomposition
por: Zhu, Weifang, et al.
Publicado: (2013)

Empirical Mode Decomposition Based Multi-Modal Activity Recognition
por: Hu, Lingyue, et al.
Publicado: (2020)

Ultrasound Elastography Using Empirical Mode Decomposition Analysis
por: Sadeghi, Sajjad, et al.
Publicado: (2014)

Detecting position dependent tremor with the Empirical mode decomposition
por: Lee, André, et al.
Publicado: (2015)

Jump point detection using empirical mode decomposition
por: Lam, Benson S.Y., et al.
Publicado: (2016)

Trivariate Empirical Mode Decomposition via Convex Optimization for Rolling Bearing Condition Identification
por: Lv, Yong, et al.
Publicado: (2018)

Instantaneous Respiratory Estimation from Thoracic Impedance by Empirical Mode Decomposition
por: Wang, Fu-Tai, et al.
Publicado: (2015)

Weak Signal Enhance Based on the Neural Network Assisted Empirical Mode Decomposition
por: Chen, Kai, et al.
Publicado: (2020)

Evaluation of Three-Dimensional Surface Roughness in Microgroove Based on Bidimensional Empirical Mode Decomposition
por: Jiang, Haiyu, et al.
Publicado: (2022)

Empirical mode decomposition processing to improve multifocal-visual-evoked-potential signal analysis in multiple sclerosis
por: de Santiago, Luis, et al.
Publicado: (2018)

Arrhythmia ECG Noise Reduction by Ensemble Empirical Mode Decomposition
por: Chang, Kang-Ming
Publicado: (2010)

Ultrasonic Flaw Echo Enhancement Based on Empirical Mode Decomposition
por: Feng, Wei, et al.
Publicado: (2019)

An Empirical Mode Decomposition Fuzzy Forecast Model for COVID-19
por: Chen, Bo-Lun, et al.
Publicado: (2022)

Empirical Variational Mode Decomposition Based on Binary Tree Algorithm
por: Li, Huipeng, et al.
Publicado: (2022)

Identification of Under-Detected Periodicity in Time-Series Microarray Data by Using Empirical Mode Decomposition
por: Chen, Chaang-Ray, et al.
Publicado: (2014)

The Quasi-Biennial Vertical Oscillations at Global GPS Stations: Identification by Ensemble Empirical Mode Decomposition
por: Pan, Yuanjin, et al.
Publicado: (2015)

Frame vibration states identification for corn harvester based on joint improved empirical mode decomposition - Support vector machine method
por: Fu, Jun, et al.
Publicado: (2023)

Analysis of the EEG Rhythms Based on the Empirical Mode Decomposition During Motor Imagery When Using a Lower-Limb Exoskeleton. A Case Study
por: Ortiz, Mario, et al.
Publicado: (2020)

A hybrid model for tuberculosis forecasting based on empirical mode decomposition in China
por: Zhao, Ruiqing, et al.
Publicado: (2023)

Correction: Empirical mode decomposition processing to improve multifocal-visual-evoked-potential signal analysis in multiple sclerosis
Publicado: (2018)

Improving Empirical Mode Decomposition Using Support Vector Machines for Multifocus Image Fusion
por: Chen, Shaohui, et al.
Publicado: (2008)

Temporal Associations between Weather and Headache: Analysis by Empirical Mode Decomposition
por: Yang, Albert C., et al.
Publicado: (2011)

Integration of Human Walking Gyroscopic Data Using Empirical Mode Decomposition
por: Bonnet, Vincent, et al.
Publicado: (2013)

Noise-assisted multivariate empirical mode decomposition for multichannel EMG signals
por: Zhang, Yi, et al.
Publicado: (2017)

Analyzing the locomotory gaitprint of Caenorhabditis elegans on the basis of empirical mode decomposition
por: Lin, Li-Chun, et al.
Publicado: (2017)

Cannot write session to /tmp/vufind_sessions/sess_btqcc61osfpbn8odqfqqbi1g8b