{"product_id":"eeg-signal-processing-and-machine-saeid-sanei-9781119386940","title":"Eeg Signal Processing and Machine Learning","description":"\u003cb\u003eEEG Signal Processing and Machine Learning\u003c\/b\u003e \u003cp\u003e\u003cb\u003eExplore cutting edge techniques at the forefront of electroencephalogram research and artificial intelligence from leading voices in the field\u003c\/b\u003e \u003c\/p\u003e\u003cp\u003eThe newly revised Second Edition of \u003ci\u003eEEG Signal Processing and Machine Learning\u003c\/i\u003e delivers an inclusive and thorough exploration of new techniques and outcomes in electroencephalogram (EEG) research in the areas of analysis, processing, and decision making about a variety of brain states, abnormalities, and disorders using advanced signal processing and machine learning techniques. The book content is substantially increased upon that of the first edition and, while it retains what made the first edition so popular, is composed of more than 50% new material. \u003c\/p\u003e\u003cp\u003e The distinguished authors have included new material on tensors for EEG analysis and sensor fusion, as well as new chapters on mental fatigue, sleep, seizure, neurodevelopmental diseases, BCI, and psychiatric abnormalities. In addition to including a comprehensive chapter on machine learning, machine learning applications have been added to almost all the chapters. Moreover, multimodal brain screening, such as EEG-fMRI, and brain connectivity have been included as two new chapters in this new edition. \u003c\/p\u003e\u003cp\u003e Readers will also benefit from the inclusion of: \u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eA thorough introduction to EEGs, including neural activities, action potentials, EEG generation, brain rhythms, and EEG recording and measurement\u003c\/li\u003e \u003cli\u003eAn exploration of brain waves, including their generation, recording, and instrumentation, abnormal EEG patterns and the effects of ageing and mental disorders\u003c\/li\u003e \u003cli\u003eA treatment of mathematical models for normal and abnormal EEGs\u003c\/li\u003e \u003cli\u003eDiscussions of the fundamentals of EEG signal processing, including statistical properties, linear and nonlinear systems, frequency domain approaches, tensor factorization, diffusion adaptive filtering, deep neural networks, and complex-valued signal processing\u003c\/li\u003e\n\u003c\/ul\u003e \u003cp\u003ePerfect for biomedical engineers, neuroscientists, neurophysiologists, psychiatrists, engineers, students and researchers in the above areas, the Second Edition of \u003ci\u003eEEG Signal Processing and Machine Learning\u003c\/i\u003e will also earn a place in the libraries of undergraduate and postgraduate students studying Biomedical Engineering, Neuroscience and Epileptology.\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Saeid Sanei, Jonathon A. Chambers\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 1119386942\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9781119386940\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Wiley\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 09\/27\/2021\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 752\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Hardcover\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 3.05lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.61h x 6.69w x 1.56d\u003c\/p\u003e","brand":"Saeid Sanei","offers":[{"title":"Hardcover","offer_id":43943684145407,"sku":"9781119386940","price":145.95,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/products\/img_86ea13a4-b13b-4fee-aefd-c2d8ecbd3870.jpg?v=1681499478","url":"https:\/\/www.whiterainbookhouse.com\/products\/eeg-signal-processing-and-machine-saeid-sanei-9781119386940","provider":"WR Book House","version":"1.0","type":"link"}