skip to content
EEG-Based Brain-Computer Interfaces : Cognitive Analysis and Control Applications Preview this item
ClosePreview this item
Checking...

EEG-Based Brain-Computer Interfaces : Cognitive Analysis and Control Applications

Author: Dipali Bansal; Rashima Mahajan
Publisher: London : Academic Press, [2019]
Edition/Format:   eBook : Document : English : First editionView all editions and formats
Summary:
EEG-Based Brain-Computer Interface: Cognitive Analysis and Control Applications provides a technical approach to using brain signals for control applications, along with the EEG-related advances in BCI. The research and techniques in this book discuss time and frequency domain analysis on deliberate eye-blinking data as the basis for EEG-triggering control applications. In addition, the book provides experimental  Read more...
Rating:

(not yet rated) 0 with reviews - Be the first.

Subjects
More like this

Find a copy online

Links to this item

Find a copy in the library

&AllPage.SpinnerRetrieving; Finding libraries that hold this item...

Details

Genre/Form: Electronic books
Additional Physical Format: (OCoLC)1047781100
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Dipali Bansal; Rashima Mahajan
ISBN: 9780128146880 0128146885
OCLC Number: 1090129889
Description: 1 online resource.
Contents: 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 Extraction2.1.1.4. 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 Rhythms2.3.5. 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 Domain2.5.2.1. 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 Neurorehabilitation2.7.1.4. 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 Specifications; 3.2.2. EEG Devices; 3.2.2.1. Emotive Epoc/Epoc+ Headset
Responsibility: Dipali Bansal, Rashima Mahajan.

Abstract:

EEG-Based Brain-Computer Interface: Cognitive Analysis and Control Applications provides a technical approach to using brain signals for control applications, along with the EEG-related advances in BCI. The research and techniques in this book discuss time and frequency domain analysis on deliberate eye-blinking data as the basis for EEG-triggering control applications. In addition, the book provides experimental scenarios and features algorithms for acquiring real-time EEG signals using commercially available units that interface with MATLAB software for acquisition and control.

Reviews

User-contributed reviews
Retrieving GoodReads reviews...
Retrieving DOGObooks reviews...

Tags

Be the first.
Confirm this request

You may have already requested this item. Please select Ok if you would like to proceed with this request anyway.

Linked Data


Primary Entity

<http://www.worldcat.org/oclc/1090129889> # EEG-Based Brain-Computer Interfaces : Cognitive Analysis and Control Applications
    a schema:MediaObject, schema:CreativeWork, schema:Book ;
    library:oclcnum "1090129889" ;
    library:placeOfPublication <http://id.loc.gov/vocabulary/countries/enk> ;
    schema:about <http://experiment.worldcat.org/entity/work/data/8979613215#Topic/medical_evidence_based_medicine> ; # MEDICAL / Evidence-Based Medicine
    schema:about <http://experiment.worldcat.org/entity/work/data/8979613215#Topic/medical_internal_medicine> ; # MEDICAL / Internal Medicine
    schema:about <http://experiment.worldcat.org/entity/work/data/8979613215#Topic/health_&_fitness_diseases_general> ; # HEALTH & FITNESS / Diseases / General
    schema:about <http://dewey.info/class/616.8047547/e23/> ;
    schema:about <http://experiment.worldcat.org/entity/work/data/8979613215#Topic/brain_computer_interfaces> ; # Brain-computer interfaces
    schema:about <http://experiment.worldcat.org/entity/work/data/8979613215#Topic/electroencephalography> ; # Electroencephalography
    schema:about <http://experiment.worldcat.org/entity/work/data/8979613215#Topic/medical_clinical_medicine> ; # MEDICAL / Clinical Medicine
    schema:about <http://experiment.worldcat.org/entity/work/data/8979613215#Topic/medical_diseases> ; # MEDICAL / Diseases
    schema:author <http://experiment.worldcat.org/entity/work/data/8979613215#Person/mahajan_rashima> ; # Rashima Mahajan
    schema:author <http://experiment.worldcat.org/entity/work/data/8979613215#Person/bansal_dipali> ; # Dipali Bansal
    schema:bookEdition "First edition." ;
    schema:bookFormat schema:EBook ;
    schema:datePublished "2019" ;
    schema:description "EEG-Based Brain-Computer Interface: Cognitive Analysis and Control Applications provides a technical approach to using brain signals for control applications, along with the EEG-related advances in BCI. The research and techniques in this book discuss time and frequency domain analysis on deliberate eye-blinking data as the basis for EEG-triggering control applications. In addition, the book provides experimental scenarios and features algorithms for acquiring real-time EEG signals using commercially available units that interface with MATLAB software for acquisition and control."@en ;
    schema:description "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"@en ;
    schema:exampleOfWork <http://worldcat.org/entity/work/id/8979613215> ;
    schema:genre "Electronic books"@en ;
    schema:inLanguage "en" ;
    schema:isSimilarTo <http://www.worldcat.org/oclc/1047781100> ;
    schema:name "EEG-Based Brain-Computer Interfaces : Cognitive Analysis and Control Applications"@en ;
    schema:productID "1090129889" ;
    schema:url <https://www.sciencedirect.com/science/book/9780128146873> ;
    schema:url <http://www.vlebooks.com/vleweb/product/openreader?id=none&isbn=9780128146880> ;
    schema:url <http://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=1866118> ;
    schema:url <http://public.eblib.com/choice/PublicFullRecord.aspx?p=5731936> ;
    schema:workExample <http://worldcat.org/isbn/9780128146880> ;
    umbel:isLike <http://bnb.data.bl.uk/id/resource/GBB966107> ;
    wdrs:describedby <http://www.worldcat.org/title/-/oclc/1090129889> ;
    .


Related Entities

<http://experiment.worldcat.org/entity/work/data/8979613215#Person/bansal_dipali> # Dipali Bansal
    a schema:Person ;
    schema:familyName "Bansal" ;
    schema:givenName "Dipali" ;
    schema:name "Dipali Bansal" ;
    .

<http://experiment.worldcat.org/entity/work/data/8979613215#Person/mahajan_rashima> # Rashima Mahajan
    a schema:Person ;
    schema:familyName "Mahajan" ;
    schema:givenName "Rashima" ;
    schema:name "Rashima Mahajan" ;
    .

<http://experiment.worldcat.org/entity/work/data/8979613215#Topic/brain_computer_interfaces> # Brain-computer interfaces
    a schema:Intangible ;
    schema:name "Brain-computer interfaces"@en ;
    .

<http://experiment.worldcat.org/entity/work/data/8979613215#Topic/electroencephalography> # Electroencephalography
    a schema:Intangible ;
    schema:name "Electroencephalography"@en ;
    .

<http://experiment.worldcat.org/entity/work/data/8979613215#Topic/health_&_fitness_diseases_general> # HEALTH & FITNESS / Diseases / General
    a schema:Intangible ;
    schema:name "HEALTH & FITNESS / Diseases / General"@en ;
    .

<http://experiment.worldcat.org/entity/work/data/8979613215#Topic/medical_clinical_medicine> # MEDICAL / Clinical Medicine
    a schema:Intangible ;
    schema:name "MEDICAL / Clinical Medicine"@en ;
    .

<http://experiment.worldcat.org/entity/work/data/8979613215#Topic/medical_diseases> # MEDICAL / Diseases
    a schema:Intangible ;
    schema:name "MEDICAL / Diseases"@en ;
    .

<http://experiment.worldcat.org/entity/work/data/8979613215#Topic/medical_evidence_based_medicine> # MEDICAL / Evidence-Based Medicine
    a schema:Intangible ;
    schema:name "MEDICAL / Evidence-Based Medicine"@en ;
    .

<http://experiment.worldcat.org/entity/work/data/8979613215#Topic/medical_internal_medicine> # MEDICAL / Internal Medicine
    a schema:Intangible ;
    schema:name "MEDICAL / Internal Medicine"@en ;
    .

<http://worldcat.org/isbn/9780128146880>
    a schema:ProductModel ;
    schema:isbn "0128146885" ;
    schema:isbn "9780128146880" ;
    .

<http://www.worldcat.org/oclc/1047781100>
    a schema:CreativeWork ;
    schema:isSimilarTo <http://www.worldcat.org/oclc/1090129889> ; # EEG-Based Brain-Computer Interfaces : Cognitive Analysis and Control Applications
    .

<http://www.worldcat.org/title/-/oclc/1090129889>
    a genont:InformationResource, genont:ContentTypeGenericResource ;
    schema:about <http://www.worldcat.org/oclc/1090129889> ; # EEG-Based Brain-Computer Interfaces : Cognitive Analysis and Control Applications
    schema:dateModified "2019-08-12" ;
    void:inDataset <http://purl.oclc.org/dataset/WorldCat> ;
    .


Content-negotiable representations

Close Window

Please sign in to WorldCat 

Don't have an account? You can easily create a free account.