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>>
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...
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...
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...
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...
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...
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...
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...
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...
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...
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 ...