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在“Elsevier电子期刊”中，命中：907条，耗时：0.015998 秒

在所有数据库中总计命中：1,535条

1.Automatic channel selection in EEG signals for classification of left or right hand movement in Brain Computer Interfaces using improved binary gravitation search algorithm

作者：Alireza Ghaemi^a ; ^{alirezaghaemi83@gmail.com} ; Esmat Rashedi^a ; ^{e.rashedi@kgut.ac.ir} ; Ali Mohammad Pourrahimi^b ; ^{am.pourrahimi@kmu.ac.ir} ; Mehdi Kamandar^a ; Farhad Rahdari^c

关键词：Brain computer interface ; Signal processing ; EEG signals ; Classification ; Channel selection ; Feature extraction ; Improved binary gravitation search algorithm

刊名：Biomedical Signal Processing and Control

出版年：2017

2.Time-frequency localized three-band biorthogonal wavelet filter bank using semidefinite relaxation and nonlinear least squares with epileptic seizure EEG signal classification

作者：Dinesh Bhati^a ; ^{bhatidinesh@gmail.com}Author Vitae ; Manish Sharma^b ; ^{manishsharma.iitb@gmail.com}Author Vitae ; Ram Bilas Pachori^b ; ^{pachori@iiti.ac.in}Author Vitae ; Vikram M. Gadre^a ; ^{vmgadre@ee.iitb.ac.in}Author Vitae

关键词：Three-band ; Biorthogonal wavelet filter bank ; Semidefinite programming ; Perfect reconstruction filter banks ; Time&ndash ; frequency localization ; Epileptic seizure classification

刊名：Digital Signal Processing

出版年：2017

3.Single-trial EEG classification of motor imagery using deep convolutional neural networks

作者：Zhichuan Tang^a ; ^b ; ^{ttzzcc@zju.edu.cn} ; Chao Li^b ; ^{superli@zju.edu.cn} ; Shouqian Sun^b ; ^{ssq@zju.edu.cn}

关键词：Motor imagery ; Non-invasive EEG ; Brain&ndash ; computer interface ; Deep convolutional neural network

刊名：Optik - International Journal for Light and Electron Optics

出版年：2017

4.Cross-session classification of mental workload levels using EEG and an adaptive deep learning model

作者：Zhong Yin^a ; ^{yinzhong@usst.edu.cn} ; Jianhua Zhang^b

关键词：Human-machine system ; Mental workload ; Electroencephalogram (EEG) ; Deep learning ; Operator functional states

刊名：Biomedical Signal Processing and Control

出版年：2017

5.Classification of epilepsy EEG signals using DWT-based envelope analysis and neural network ensemble

作者：Mingyang Li ; Wanzhong Chen ; ^{chenwz@jlu.edu.cn" class="auth_mail" title="E-mail the corresponding author} ; Tao Zhang

关键词：EEG ; Epilepsy ; NNE ; Envelope ; DWT

刊名：Biomedical Signal Processing and Control

出版年：2017

6.Improvement of EEG-based motor imagery classification using ring topology-based particle swarm optimization

作者：Hamid Mirvaziri ; ^{h.vaziri@gmail.com} ; ^{hmirvaziri@uk.ac.ir} ; Zabihollah Saberi Mobarakeh

关键词：EEG ; electroencephalogram ; BCI ; brain-computer interface ; RTPSO ; ring topology based particle swarm optimization ; CV ; cross validation ; FFNN ; feed forward neural network ; SVM ; support vector machine ; MI ; mutual information

刊名：Biomedical Signal Processing and Control

出版年：2017

7.Electroencephalogram (EEG)-based computer-aided technique to diagnose major depressive disorder (MDD)

作者：Wajid Mumtaz^a ; Likun Xia^d ; Syed Saad Azhar Ali^a ; Mohd Azhar Mohd Yasin^b ; Muhammad Hussain^c ; Aamir Saeed Malik^a ; ^{aamir_saeed@petronas.com.my" class="auth_mail" title="E-mail the corresponding author}

关键词：Major depressive disorder ; EEG-based diagnosing of depression ; EEG-based linear features ; Machine learning techniques for depression ; Supervised classification ; EEG alpha interhemispheric asymmetry ; EEG spectral power

刊名：Biomedical Signal Processing and Control

出版年：2017

8.Predicting tDCS treatment outcomes of patients with major depressive disorder using automated EEG classification

作者：Alaa M. Al-Kaysi^a ; ^{alaa.m.dawood@student.uts.edu.au} ; Ahmed Al-Ani^a ; Colleen K. Loo^b ; ^c ; ^e ; Tamara Y. Powell^c ; ^d ; Donel M. Martin^b ; ^c ; Michael Breakspear^d ; ^e ; Tjeerd W. Boonstra^c ; ^d

关键词：Major depressive disorder ; Machine learning ; Neuromodulation ; Resting-state EEG ; Brain rhythms

刊名：Journal of Affective Disorders

出版年：2017

9.Comparison of ILAE 2010 and semiological seizure classification in children with epilepsy

作者：Tugba Hirfanoglu^a ; ^{tugbahirfanoglu@yahoo.com} ; Ayse Serdaroglu^a ; Irem Capraz^b ; Erhan Bilir^b ; Ebru Petek Arhan^a ; Kursad Aydin^a

关键词：ILAE ; International League Against Epilepsy ; SSC ; semiological seizure classification ; MRI ; magnetic resonance imaging ; EEG ; electroencephalography ; HIE ; hypoxic ischemic encephalopathy ; ADHD ; attention deficit & hyperactivity disorders ; GTC ; generalized tonic-clonic seizures ; SMS ; simple motor seizures ; CMS ; complex motor seizures ; CSWS ; continous spike-wave complexes during sleep ; ESES ; electrical status epilepticus in sleep ; CAE ; childhood absence epilepsy ; JAE ; juvenile absence epilepsy ; LGS

刊名：Epilepsy Research

出版年：2017

10.Single channel EEG analysis for detection of depression

作者：Maie Bachmann ; ^{maie@cb.ttu.ee" class="auth_mail" title="E-mail the corresponding author} ; Jaanus Lass ; Hiie Hinrikus

关键词：Electroencephalography (EEG) ; Spectral asymmetry index (SASI) ; Detrended fluctuation analysis (DFA) ; Classification accuracy ; Single channel

刊名：Biomedical Signal Processing and Control

出版年：2017

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