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EEG-based brain-computer interfaces : cognitive analysis and control applications

EEG-based brain-computer interfaces : cognitive analysis and control applications (4회 대출)

자료유형
단행본
개인저자
Bansal, Dipali. Mahajan, Rashima.
서명 / 저자사항
EEG-based brain-computer interfaces : cognitive analysis and control applications / Dipali Bansal, Rashima Mahajan.
발행사항
London :   Academic Press,   2019.  
형태사항
ix, 209 p. : col. ill. ; 24 cm.
ISBN
9780128146873
서지주기
Includes bibliographical references and index.
000 00000nam u2200205 a 4500
001 000045998989
005 20190919104957
008 190919s2019 enka b 001 0 eng d
020 ▼a 9780128146873
040 ▼a 211009 ▼c 211009 ▼d 211009
082 0 4 ▼a 616.8047547 ▼2 23
084 ▼a 616.8047547 ▼2 DDCK
090 ▼a 616.8047547 ▼b B219e
100 1 ▼a Bansal, Dipali.
245 1 0 ▼a EEG-based brain-computer interfaces : ▼b cognitive analysis and control applications / ▼c Dipali Bansal, Rashima Mahajan.
260 ▼a London : ▼b Academic Press, ▼c 2019.
300 ▼a ix, 209 p. : ▼b col. ill. ; ▼c 24 cm.
504 ▼a Includes bibliographical references and index.
700 1 ▼a Mahajan, Rashima.
945 ▼a KLPA

소장정보

No. 소장처 청구기호 등록번호 도서상태 반납예정일 예약 서비스
No. 1 소장처 과학도서관/Sci-Info(2층서고)/ 청구기호 616.8047547 B219e 등록번호 121250325 도서상태 대출가능 반납예정일 예약 서비스 B M
No. 2 소장처 과학도서관/Sci-Info(2층서고)/ 청구기호 616.8047547 B219e 등록번호 121253179 도서상태 대출가능 반납예정일 예약 서비스 B M

컨텐츠정보

목차

Front Cover -- EEG-Based Brain-Computer Interfaces: Cognitive Analysis and Control Applications -- Copyright -- Contents -- Preface -- Acknowledgments -- Chapter 1: Introduction -- 1.1. Rationale -- 1.1.1. BCI Success Stories -- 1.1.2. BCI Market Analysis -- 1.2. Technical Overview -- 1.2.1. Brain Anatomy -- 1.2.2. From Brain to Computer -- 1.2.3. Previous Work Related to Voluntary Eyeblink-Based BCI and Control -- 1.3. Objectives -- References -- Chapter 2: EEG-Based Brain-Computer Interfacing (BCI) -- 2.1. Introduction -- 2.1.1. EEG-Based BCI Architecture -- 2.1.1.1. Signal Acquisition -- 2.1.1.2. Preprocessing -- 2.1.1.3. Feature Extraction -- 2.1.1.4. Classification -- 2.1.1.5. Translation Into Operative Control Signals -- 2.2. Techniques in BCI -- 2.2.1. Invasive and Partially-Invasive BCI Techniques -- 2.2.1.1. Electrocorticography (ECoG) -- 2.2.1.2. Intracortical Neuron Recording -- 2.2.2. Noninvasive BCI Techniques -- 2.2.2.1. Magnetoencephalography (MEG) -- 2.2.2.2. Functional Magnetic Resonance Imaging -- 2.2.2.3. Functional Near-Infrared Spectroscopy (fNIRS) -- 2.2.2.4. Electroencephalography (EEG) -- 2.3. Data Acquisition -- 2.3.1. Brain Electric Potential -- 2.3.2. EEG Electrode Positioning -- 2.3.3. EEG Electrodes -- 2.3.4. EEG Signals and Rhythms -- 2.3.5. Preamplification, Filtering and Analog-to-Digital Conversion -- 2.4. Preprocessing -- 2.4.1. EEG Artifacts -- 2.4.1.1. Physiological Artifacts -- 2.4.1.2. Nonphysiological Artifacts -- 2.4.2. EEG Artifact Rejection -- 2.4.2.1. Artifact Rejection Using Temporal Filtering -- 2.4.2.2. Artifact Rejection Using Spatial Filtering -- 2.5. Feature Extraction -- 2.5.1. EEG Signal Representation in Time Domain -- 2.5.1.1. Event-Related Synchronization/Desynchronization (ERS/ERD) -- 2.5.1.2. Evoked Potentials -- 2.5.1.3. Slow Cortical Potentials -- 2.5.2. EEG Signal Representation in Frequency Domain -- 2.5.2.1. Band Power Features -- 2.5.2.2. PSD Features -- 2.5.3. EEG Signal Representation in Time-Frequency Domain -- 2.5.3.1. Short-Time Fourier Transform -- 2.5.3.2. Wavelet Transform -- 2.5.4. EEG Signal Representation in Spatial Domain -- 2.6. Classification -- 2.6.1. Linear Classifiers -- 2.6.2. Nonlinear Classifiers -- 2.6.3. BCI Performance -- 2.7. BCI Applications -- 2.7.1. BCI: Clinical Applications -- 2.7.1.1. BCI-Based Assistive Devices for Communication -- 2.7.1.2. BCI-Based Assistive Devices for Locomotion and Movement -- 2.7.1.3. BCI for Neurorehabilitation -- 2.7.1.4. BCI for Cognitive State Analysis -- 2.7.1.5. BCI for Medical Diagnostics -- 2.7.2. BCI: Nonclinical Applications -- 2.7.2.1. BCI in Neuroergonomics -- 2.7.2.2. BCI for Smart Home -- 2.7.2.3. BCI in Neuromarketing and Advertising -- 2.7.2.4. BCI for Games and Entertainment -- 2.7.2.5. BCI for Security and Validation -- 2.8. Conclusion -- References -- Further Reading -- Chapter 3: Real-Time EEG Acquisition -- 3.1. Introduction -- 3.2. Overview of Acquisition Units -- 3.2.1. Selection Criteria in Terms of Specifica.

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