rdf-syntax-grammar
mods:
  schema location: http://www.loc.gov/mods/v3 http://www.loc.gov/standards/mods/v3/mods-3-2.xsd
  title info:
    title: EEG signal processing and machine learning
  name:
    name part: Sanei, Saeid
    role:
      role term: creator
    role:
      role term: author.
  name:
    name part: Chambers, Jonathon A.
    role:
      role term: author.
  name:
    name part: John Wiley & Sons
    role:
      role term: publisher.
  type of resource: text
  genre: bibliography
  origin info:
    place:
      place term: nju
    date issued: 2021
    copyright date: 2021
    edition: Second edition.
    issuance: monographic
  language:
    language term: eng
  physical description:
    form: remote
    extent: 1 online resource (xxxiv, 714 pages) illustrations
  abstract: "Electroencephalogram (EEG) signal processing is concerned with the development and application of advanced digital signal processing algorithms for analysis, quantification, separation, and classification of the impact of various brain abnormalities on the EEGs. Any medical or neurological condition that affects brain function will alter the EEG. Brain abnormalities introduce various rhythmic or arrhythmic effects on the signals. Moreover, most of the abnormalities in the human body directly or indirectly affect the brain and consequently change the EEG signals. Processing of biosignals using newly developed techniques have become a strong field of research and digital signal processing concepts have become part of the core training in biomedical engineering"--
  table of contents: Introduction to Electroencephalography -- EEG Waveforms -- EEG Signal Modelling -- Fundamentals of EEG Signal Processing -- EEG Signal Decomposition -- Chaos and Dynamical Analysis -- Machine Learning for EEG Analysis -- Brain Connectivity and Its Applications -- Event-Related Brain Responses -- Localization of Brain Sources -- Epileptic Seizure Prediction, Detection, and Localization -- Sleep Recognition, Scoring, and Abnormalities -- EEG-Based Mental Fatigue Monitoring -- EEG-Based Emotion Recognition and Classification -- EEG Analysis of Neurodegenerative Diseases -- EEG As A Biomarker for Psychiatric and Neurodevelopmental Disorders -- Brain-Computer Interfacing Using EEG -- Joint Analysis of EEG and Other Simultaneously Recorded Brain Functional Neuroimaging Modalities -- Index
  note: Saeid Sanei, Jonathon A. Chambers.
  note: Includes bibliographical references and index.
  subject:
    topic: Electroencephalography
  subject:
    topic: Signal processing
  subject:
    topic: Machine learning
  subject:
    topic: Electroencephalography
  classification: RC386.6.E43 E54 2021
  classification: 616.8/047547
  classification: WL 150 .S194e 2021
  related item:
    title info:
      title: EEG signal processing and machine learning
    name:
      name part: Sanei, Saeid.
    origin info:
      publisher: Hoboken, NJ : Wiley, 2021.
      edition: Second edition.
    identifier: (DLC) 2021003276
  identifier: 9781119386957
  identifier: 1119386950
  identifier: 1119386934
  identifier: 9781119386926
  identifier: 1119386926
  identifier: 9781119386940
  identifier: 1119386942
  identifier: 9781119386933
  identifier: 2021003277
  identifier: http://proxy.library.tamu.edu/login
  record info:
    record content source: DLC
    record creation date: 210127
    record change date: 20260214211402.4
    record identifier: in00004685950
    language of cataloging:
      language term: eng