检索结果-南通市图书馆

Gaussian Process for a Single-channel EEG Decoder with Inconspicuous Stimuli and Eyeblinks

Computers, Materials & Continua 2022年第10期73卷 611-628页

作者： Nur Syazreen Ahmad Jia Hui Teo patrick goh School of Electrical&Electronic Engineering Universiti Sains MalaysiaNibong TebalPenang14300Malaysia

A single-channel electroencephalography(EEG)device,despite being widely accepted due to convenience,ease of deployment and suitability for use in complex environments,typically poses a great challenge for reactive brain-computer interface(BCI)applications particularly when a continuous command from users is desired to run a motorized actuator with different speed *** this study,a combination of an inconspicuous visual stimulus and voluntary eyeblinks along with a machine learning-based decoder is considered as a new reactive BCI paradigm to increase the degree of freedom and minimize mismatches between the intended dynamic command and transmitted control *** proposed decoder is constructed based on Gaussian Process model(GPM)which is a nonparametric Bayesian approach that has the advantages of being able to operate on small datasets and providing measurements of uncertainty on *** evaluate the effectiveness of the proposed method,the GPM is compared against other competitive techniques which include k-Nearest Neighbors,linear discriminant analysis,support vector machine,ensemble learning and neural *** demonstrate that a significant improvement can be achieved via the GPM approach with average accuracy reaching over 96%and mean absolute error of no greater than 0.8 cm/*** addition,the analysis reveals that while the performances of other existing methods deteriorate with a certain type of stimulus due to signal drifts resulting from the voluntary eyeblinks,the proposed GPM exhibits consistent performance across all stimuli considered,thereby manifesting its generalization capability and making it a more suitable option for dynamic commands with a single-channel EEG-controlled actuator.

关键词： Brain-computer interface dynamic command electroence phalography gaussian process model visual stimulus voluntary eyeblinks

来源：

维普期刊数据库评论

在线全文

维普期刊数据库

学校读者我要写书评

暂无评论

Modeling and Simulation for Transient Thermal Analyses Using a Voltage-in-Current Latency Insertion Method

引用

Journal of Electronic Science and Technology 2022年第4期20卷 383-395页

作者： Wei Chun Chin Boon Chun New Nur Syazreen Ahmad patrick goh School of Electrical and Electronic Engineering Universiti Sains MalaysiaPenang 14300

This article presents a modeling and simulation method for transient thermal analyses of integrated circuits(ICs)using the original and voltage-in-current(VinC)latency insertion method(LIM).LIM-based algorithms are a set of fast transient simulation methods that solve electrical circuits in a leapfrog updating manner without relying on large matrix operations used in conventional Simulation Program with Integrated Circuit Emphasis(SPICE)-based methods which can significantly slow down the solution *** conversion from the thermal to electrical model is performed first by using the analogy between heat and electrical *** electrical inductance has no thermal equivalence,a modified VinC LIM formulation is presented which removes the requirement of the insertion of fictitious *** examples are presented,which show that the modified VinC LIM formulation outperforms the basic LIM formulation,in terms of both stability and accuracy in the transient thermal simulation of ICs.

关键词： Latency insertion method(LIM) numerical simulation thermal analysis transient simulation

来源：

维普期刊数据库

同方期刊数据库评论

在线全文

学校读者我要写书评

暂无评论

Rasch validation of the Chinese parent-child interaction scale (CPCIS)

引用

World Journal of Pediatrics 2018年第3期14卷 238-246页

作者： patrick Ip Winnie Tso Nirmala Rao Frederick Ka Wing Ho Ko Ling Chan King Wa Fu Sophia Ling Li Winnie goh Wilfred Hing-sang Wong Chun Bong Chow Department of Pediatrics and Adolescent Medicine University of Hong KongHong KongPeople's Republic of China Faculty of Education University of Hong KongRoom 510Meng Wah ComplexHong KongPeople's Republic of China Department of Applied Social Sciences The Hong Kong Polytechnic UniversityHong KongPeople's Republic of China Journalism and Media Studies Center The University of Hong KongHong KongPeople's Republic of China KK Women's and Children's Hospital SingaporeSingapore

Background Proper parent-child interaction is crucial for child development, but an assessment tool in Chinese is currently lacking. This study aimed to develop and validate a parent-reported parent-child interaction scale for Chinese preschool children. Methods The Chinese parent-child interaction scale (CPCIS) was designed by an expert panel based on the literature and clinical observations in the Chinese context. The initial CPCIS had 14 parent-child interactive activity items. Psychometric properties of the CPCIS were examined using the Rasch model and confirmatory factor analysis (CFA). Convergent validity was investigated by the associations between CPCIS and family income, maternal education level, and children's school readiness. Results The study recruited 567 Chinese parent-child pairs from diverse socioeconomic backgrounds, who completed the CPCIS. Six out of the 14 items in the initial CPCIS were dropped due to suboptimal fi t values. The refined 8-item CPCIS was shown to be valid and reliable by Rasch models and CFA. The person separation reliability and Cronbach's α of the CPCIS were 0.81 and 0.82, respectively. The CPCIS scores were positively associated with family's socioeconomic status (η2 = 0.05,P < 0.001), maternal education level (η2 = 0.08,P < 0.001), and children's school readiness (η2 = 0.01,P < 0.01). Conclusion CPCIS is an easily administered, valid, and reliable tool for the assessment of parent-child interactions in Chinese families.

关键词： Chinese Early childhood Home learning environment Parent-child interaction Validation

来源：

维普期刊数据库评论

在线全文

维普期刊数据库

学校读者我要写书评

暂无评论

欢迎您,

建议与咨询留下您的常用邮箱和电话号码，以便我们向您反馈解决方案和替代方法

时间限定

文献类型

馆藏选择

核心期刊

语言

文献类型

帮助

文字说明：

检索规则说明：

检索范例：

分类表

所选分类

限定检索结果

文献类型

馆藏范围

日期分布

学科分类号

主题

机构

作者

语言

在线全文

在线全文

在线全文

请选择保存的检索档案：

请选择收藏分类：

通借通还

欢迎您,

建议与咨询 留下您的常用邮箱和电话号码，以便我们向您反馈解决方案和替代方法

时间限定

文献类型

馆藏选择

核心期刊

语言

文献类型

帮助

文字说明：

检索规则说明：

检索范例：

分类表

所选分类

限定检索结果

文献类型

馆藏范围

日期分布

学科分类号

主题

机构

作者

语言

在线全文

在线全文

在线全文

请选择保存的检索档案： 新增检索档案 确定 取消

请选择收藏分类： 新增自定义分类 确定 取消

通借通还

建议与咨询留下您的常用邮箱和电话号码，以便我们向您反馈解决方案和替代方法

请选择保存的检索档案：

请选择收藏分类：