ELECTROENCEPHALOGRAPH

作品数:25被引量:43H指数:3
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相关领域:医药卫生更多>>
相关作者:游荣义陈忠王芸周卫东袁琦更多>>
相关机构:厦门大学集美大学浙江大学上海交通大学更多>>
相关期刊:《Journal of Pharmacy and Pharmacology》《Journal of Biomedical Science and Engineering》《中国生物医学工程学报》《Computer Modeling in Engineering & Sciences》更多>>
相关基金:国家自然科学基金国家重点基础研究发展计划福建省自然科学基金更多>>
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A State of the Art: EEG-Based Classification and Recognition Models of Mental Stress
《Journal of Computer and Communications》2024年第12期218-245,共28页Azleena Kamarul Bahrain Zulkifli Mahmoodin Muhammad Noor Nordin Mohd Zubir Suboh 
Over the past several decades, numerous methods have been applied by research and professionals to detect and measure mental stress, varying from subjective methods such questionnaires and face-to-face interviews up t...
关键词:Electroencephalograph (EEG) Mental Stress Feature Extraction 
Multi-Modal Domain Adaptation Variational Autoencoder for EEG-Based Emotion Recognition被引量:5
《IEEE/CAA Journal of Automatica Sinica》2022年第9期1612-1626,共15页Yixin Wang Shuang Qiu Dan Li Changde Du Bao-Liang Lu Huiguang He 
National Natural Science Foundation of China(61976209,62020106015,U21A20388);in part by the CAS International Collaboration Key Project(173211KYSB20190024);in part by the Strategic Priority Research Program of CAS(XDB32040000)。
Traditional electroencephalograph(EEG)-based emotion recognition requires a large number of calibration samples to build a model for a specific subject,which restricts the application of the affective brain computer i...
关键词:Cycle-consistency domain adaptation electroencephalograph(EEG) multi modality variational autoencoder 
Multiclass recognition of Alzheimer’s and Parkinson’s disease using various machine learning techniques: A study
《International Journal of Modeling, Simulation, and Scientific Computing》2022年第1期235-250,共16页Chetan Balaji D.S.Suresh 
The aging population is primarily affected by Alzheimer’s disease(AD)that is an incur-able neurodegenerative disorder.There is a need for an automated efficient technique to diagnose Alzheimer’s in its early stage.V...
关键词:ELECTROENCEPHALOGRAPH support vector machine Alzheimer’s disease control normal machine learning 
Online prediction of EEG based on KRLST algorithm
《High Technology Letters》2021年第4期357-364,共8页Lian Zhaoyang Duan Lijuan Chen Juncheng Qiao Yuanhua Miao Jun 
the National Natural Science Foundation of China(No.61672070,62173010);the Beijing Municipal Natural Science Foundation(No.4192005,4202025);the Beijing Municipal Education Commission Project(No.KM201910005008,KM201911232003);the Beijing Innovation Center for Future Chips(No.KYJJ2018004).
Kernel adaptive algorithm is an extension of adaptive algorithm in nonlinear,and widely used in the field of non-stationary signal processing.But the distribution of classic data sets seems relatively regular and simp...
关键词:brain computer interface(BCI) kernel adaptive algorithm online prediction of electroencephalograph(EEG) 
Comparison of Spatio-Spectral Properties of Zen-Meditation and Resting EEG Based on Unsupervised Learning
《Journal of Behavioral and Brain Science》2021年第2期58-72,共15页Pei-Chen Lo Nasir Hussain 
This paper reports distinct spatio-spectral properties of Zen-meditation EEG (electroencephalograph), compared with resting EEG, by implementing unsupervised machine learning scheme in clustering the brain mappings of...
关键词:Electroencephalograph (EEG) Continuous Wavelet Transform (CWT) Unsupervised Learning Self-Organizing Map (SOM) Spatio-Spectral Property Zen Meditation 
Machine learning applications for electroencephalograph signals in epilepsy:a quick review被引量:1
《Acta Epileptologica》2020年第1期32-38,共7页Yang Si 
the National Natural Science Foundation of China(NSFC)(NO.81701269).
Machine learning(ML)is a fundamental concept in the field of state-of-the-art artificial intelligence(AI).Over the past two decades,it has evolved rapidly and been employed wildly in many fields.In medicine the widesp...
关键词:Machine learning ELECTROENCEPHALOGRAPH EPILEPSY SEIZURE 
Grading Method for Hypoxic-Ischemic Encephalopathy Based on Neonatal EEG
《Computer Modeling in Engineering & Sciences》2020年第2期721-741,共21页Jingmin Guo Xiu Cheng Duanpo Wu 
Natural Science Foundation of Zhejiang Province(grant numbers LGG19F030013 and LGF18F010007);Special Funds for Information Development in Shanghai(grant number 201801050);Scientific research project of Zhejiang Provincial Department of Education(grant number Y201942165).
The grading of hypoxic-ischemic encephalopathy(HIE)contributes to the clinical decision making for neonates with HIE.In this paper,an automated grading method based on electroencephalogram(EEG)data is proposed to desc...
关键词:Hypoxic-ischemic encephalopathy ELECTROENCEPHALOGRAPH NEONATE support vector machine. 
Macrostate and Microstate of EEG Spatio-Temporal Nonlinear Dynamics in Zen Meditation被引量:1
《Journal of Behavioral and Brain Science》2017年第13期705-721,共17页Pei-Chen Lo Wu Jue Miao Tian Fang-Ling Liu 
Macrostate and microstate characteristics of interregional nonlinear interdependence of brain dynamics are investigated for Zen-meditation and normal resting EEG. Evaluation of nonlinear interdependence based on nonli...
关键词:ELECTROENCEPHALOGRAPH (EEG) Nonlinear INTERCONNECTIVITY MICROSTATE Macrostate ZEN MEDITATION 
A novel method for the evaluation of fashion product design based on data mining被引量:1
《Advances in Manufacturing》2017年第4期370-376,共7页Bao-Rui Li Yi Wang Ke-Sheng Wang 
It is difficult to qualitatively evaluate the design effects of product appearance. Electroencephalograph (EEG) and eye-tracking data can serve as reflection of the subcon- scious activities of human beings. The app...
关键词:Product appearance design Evaluation method Data mining Electroencephalograph (EEG) Eye tracking Fuzzy model 
Brain Functional Network Improved by Magnetic Stimulation at Acupoints during Mental Fatigue
《Journal of Biomedical Science and Engineering》2016年第10期65-70,共6页Shuo Yang Na Ai Yanyun Qiao Lei Wang Hongli Yu Guizhi Xu 
To investigate the effects of magnetic stimulation at acupoints on brain functional network during mental fatigue, magnetic stimulation was applied to stimulate SHENMEN (HT7), HEGU (LI4) and LAOGONG (PC8) acupoint in ...
关键词:Magnetic Stimulation ACUPOINT Electroencephalograph (EEG) Mental Fatigue Brain Functional Network 
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