王卓Zhuo Wang

教授

教授  博士生导师   硕士生导师 

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入职时间:2016-01-01

所在单位:仪器科学与光电工程学院

职务:Professor, Ph.D. Instructor

学历:博士研究生

办公地点:学院路37号,北航新主楼 B607、新主楼 D1108; 北航沙河校区国家重点实验室 A901

在职信息:在职

主要任职:智能感知工程系主任

其他任职:博士生导师

论文

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Epileptic Seizure Prediction by a System of Particle Filter Associated with a Neural Network

发布时间:2016-11-06 点击次数:

所属单位:中科院自动化所
教研室:复杂系统与智能科学重点实验室
发表刊物:EURASIP Journal on Advances in Signal Processing
刊物所在地:Hindawi Publishing Corporation
摘要:None of the current epileptic seizure prediction methods can widely be accepted, due to their poor consistency in performance. In this work, we have developed a novel approach to analyze intracranial EEG data. The energy of the frequency band of 4–12 Hz is obtained by wavelet transform. A dynamic model is introduced to describe the process and a hidden variable is included. The hidden variable can be considered as indicator of seizure activities. Themethod of particle filter associated with a neural network is used to calculate the hidden variable.
备注:WOS: 000269043800001; EI, Accession Number: 20093512270637
合写作者:王卓, Zhongyu Pang,Derong Liu*
论文类型:基础研究
文献类型:期刊
是否译文:
发表时间:2009-06-22