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▼a 1785613715
▼q electronic bk. |
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▼a 9781785613715
▼q (electronic bk.) |
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▼z 9781785613708 |
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▼z 1785613707 |
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▼a 2569703
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▼a (OCoLC)1101301599 |
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▼a MAIN |
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▼a 616.8047547 |
| 245 | 00 |
▼a EEG signal processing :
▼b feature extraction, selection and classification methods /
▼c edited by Wai Yie Leong |
| 260 | |
▼a Stevenage, United Kingdom :
▼b Institution of Engineering and Technology,
▼c 2019 |
| 300 | |
▼a 1 online resource :
▼b illustrations |
| 336 | |
▼a text
▼b txt
▼2 rdacontent |
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▼a computer
▼b c
▼2 rdamedia |
| 338 | |
▼a online resource
▼b cr
▼2 rdacarrier |
| 490 | 1 |
▼a IET healthcare technologies series ;
▼v 16 |
| 504 | |
▼a Includes bibliographical references and index |
| 505 | 0 |
▼a Intro -- Title -- Copyright -- Contents -- Foreword -- 1 EEG extraction for meditation -- 1.1 Introduction -- 1.2 EEG signal processing -- 1.2.1 Data collection -- 1.2.2 Data preparation -- 1.2.3 Filters -- 1.2.4 Principal component analysis -- 1.2.5 Independent component analysis -- 1.2.6 Segmentation and manual artifact deletion -- 1.3 Feature extraction -- 1.3.1 Review of some feature extraction methods -- 1.4 Conclusion -- Appendix A -- References -- 2 EEG in auditory selective attention -- 2.1 Pioneer studies on neural correlates of auditory selective attention |
| 505 | 8 |
▼a 2.2 Single sweep ALRs and wavelet-phase stability (WPS) -- 2.3 WPS and the neural correlates of selective attention -- 2.3.1 Study on the normal healthy subjects -- 2.3.2 Study on tinnitus patients (pre- and post-music therapy) -- 2.3.3 Study on tinnitus decompensated patients -- 2.4 Remarks -- 2.5 Conclusion -- References -- 3 Investigating EEG signal detection, feature optimisation, and extraction method for sleep apnea -- 3.1 Introduction -- 3.2 Literature review -- 3.3 Research methodology -- 3.4 Experimental results -- 3.4.1 The experimental setup of sleep apnea study |
| 505 | 8 |
▼a 3.4.2 Effect of forebody -- 3.4.3 Performance analysis using index of orthogonality -- 3.4.4 Extracting sleep bands using wavelet -- 3.4.5 Extracting sleep bands using EMD -- 3.5 Conclusion -- References -- 4 Person authentication using electroencephalogram (EEG) brainwaves signals -- 4.1 Introduction -- 4.2 The human brain -- 4.3 Electroencephalogram (EEG) -- 4.3.1 Event-related potentials -- 4.3.2 Visual-evoked potential -- 4.3.3 Electrode placements -- 4.4 Experimentation -- 4.4.1 EEG signal recording and segmentation -- 4.4.2 Feature extraction -- 4.4.3 Feature selection |
| 505 | 8 |
▼a 4.4.4 Classification -- 4.5 Results and discussion -- 4.6 Conclusion -- References -- 5 Handedness detection system -- 5.1 Introduction -- 5.2 Methodology -- 5.2.1 Lifting-based discrete Wavelet Transform -- 5.2.2 Reconstructed empirical mode decomposition -- 5.2.3 Finite impulse response filter -- 5.2.4 Mean EEG coherence -- 5.3 Results and discussion -- 5.3.1 Analysis of the MEC -- 5.3.2 Analysis on spectrogram and power spectral density -- 5.3.3 Analysis on instantaneous frequency -- 5.3.4 Analysis on dynamic time warp -- 5.4 Conclusion -- References -- 6 Parkinson's disease feature extraction |
| 505 | 8 |
▼a 6.1 Introduction -- 6.2 Literature review -- 6.3 Methodology -- 6.3.1 Discrete Wavelet Transform -- 6.3.2 Haar Wavelet -- 6.3.3 Daubechies Wavelet -- 6.4 Experiment setup -- 6.5 Results and discussion -- 6.5.1 Index of orthogonality -- 6.5.2 Stride time signal -- 6.5.3 Sleep EEG -- 6.5.4 Sleep band extraction -- 6.6 Conclusion -- References -- 7 Source analysis in motor imagery EEG BCI applications -- 7.1 Introduction to source localization -- 7.1.1 Inverse solutions -- 7.1.2 Point-spread function -- 7.1.3 Spatial component decorrelation |
| 520 | |
▼a The book has 12 chapters which are on: EEG extraction; EEG in auditory selective attention; EEG signal detection, feature optimisation, and extraction method for sleep apnea; person authentication using electroencephalogram (EEG) brain waves signals; handedness detection system; Parkinson's disease feature extraction; source analysis in motor imagery EEG BCI applications; smart air travel support system; brain signal classification using normalisation; biometric brain dermatoglyphic neural architecture; electrocardiography; and OSAS blind source separation |
| 588 | |
▼a Description based on print version record |
| 590 | |
▼a Added to collection customer.56279.3 |
| 650 | 0 |
▼a Electroencephalography. |
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▼a Signal processing. |
| 650 | 0 |
▼a Biometric identification. |
| 650 | 0 |
▼a Brain. |
| 650 | 0 |
▼a Brain-computer interfaces. |
| 650 | 0 |
▼a Electrocardiography. |
| 650 | 0 |
▼a Hearing. |
| 650 | 0 |
▼a Medical technology. |
| 650 | 0 |
▼a Neural networks (Computer science) |
| 650 | 0 |
▼a Sleep. |
| 650 | 12 |
▼a Electroencephalography. |
| 650 | 22 |
▼a Signal Processing, Computer-Assisted. |
| 650 | 7 |
▼a Biometric identification
▼2 fast
▼0 (OCoLC)fst00832607 |
| 650 | 7 |
▼a Brain
▼2 fast
▼0 (OCoLC)fst00837570 |
| 650 | 7 |
▼a Brain-computer interfaces
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▼0 (OCoLC)fst01742078 |
| 650 | 7 |
▼a Electrocardiography
▼2 fast
▼0 (OCoLC)fst00906349 |
| 650 | 7 |
▼a Electroencephalography
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▼0 (OCoLC)fst00906445 |
| 650 | 7 |
▼a Hearing
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| 650 | 7 |
▼a Medical technology
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▼0 (OCoLC)fst01014742 |
| 650 | 7 |
▼a Neural networks (Computer science)
▼2 fast
▼0 (OCoLC)fst01036260 |
| 650 | 7 |
▼a Signal processing
▼2 fast
▼0 (OCoLC)fst01118281 |
| 650 | 7 |
▼a Sleep
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| 650 | 7 |
▼a biometrics (access control)
▼2 inspect |
| 650 | 7 |
▼a brain
▼2 inspect |
| 650 | 7 |
▼a brain-computer interfaces
▼2 inspect |
| 650 | 7 |
▼a electrocardiography
▼2 inspect |
| 650 | 7 |
▼a electroencephalography
▼2 inspect |
| 650 | 7 |
▼a feature extraction
▼2 inspect |
| 650 | 7 |
▼a hearing
▼2 inspect |
| 650 | 7 |
▼a medical disorders
▼2 inspect |
| 650 | 7 |
▼a medical signal processing
▼2 inspect |
| 650 | 7 |
▼a neural nets
▼2 inspect |
| 650 | 7 |
▼a sleep
▼2 inspect |
| 653 | |
▼a OSAS blind source separation |
| 653 | |
▼a electrocardiography |
| 653 | |
▼a biometric brain dermatoglyphic neural architecture |
| 653 | |
▼a brain signal classification |
| 653 | |
▼a smart air travel support system |
| 653 | |
▼a motor imagery EEG BCI applications |
| 653 | |
▼a source analysis |
| 653 | |
▼a Parkinson's disease feature extraction |
| 653 | |
▼a handedness detection system |
| 653 | |
▼a electroencephalogram brain waves signals |
| 653 | |
▼a person authentication |
| 653 | |
▼a sleep apnea |
| 653 | |
▼a EEG signal detection |
| 653 | |
▼a auditory selective attention |
| 653 | |
▼a EEG signal processing feature extraction |
| 655 | 4 |
▼a Electronic books. |
| 700 | 1 |
▼a Leong, Wai Yie,
▼e editor. |
| 710 | 2 |
▼a Institution of Engineering and Technology,
▼e issuing body. |
| 830 | 0 |
▼a IET healthcare technologies series ;
▼v 16. |
| 856 | 40 |
▼3 EBSCOhost
▼u http://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=2569703 |
| 938 | |
▼a ProQuest Ebook Central
▼b EBLB
▼n EBL6313536 |
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▼a Askews and Holts Library Services
▼b ASKH
▼n AH33969567 |
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▼a YBP Library Services
▼b YANK
▼n 301439170 |
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▼a EBSCOhost
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▼a 관리자 |
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▼a 92
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