{"product_id":"signal-processing-and-machine-learning-toshihisa-tanaka-9781785613982","title":"Signal Processing and Machine Learning for Brain-Machine Interfaces","description":"\u003cp\u003eBrain-machine interfacing or brain-computer interfacing (BMI\/BCI) is an emerging and challenging technology used in engineering and neuroscience. The ultimate goal is to provide a pathway from the brain to the external world via mapping, assisting, augmenting or repairing human cognitive or sensory-motor functions.\u003c\/p\u003e \u003cp\u003eIn this book an international panel of experts introduce signal processing and machine learning techniques for BMI\/BCI and outline their practical and future applications in neuroscience, medicine, and rehabilitation, with a focus on EEG-based BMI\/BCI methods and technologies. Topics covered include discriminative learning of connectivity pattern of EEG; feature extraction from EEG recordings; EEG signal processing; transfer learning algorithms in BCI; convolutional neural networks for event-related potential detection; spatial filtering techniques for improving individual template-based SSVEP detection; feature extraction and classification algorithms for image RSVP based BCI; decoding music perception and imagination using deep learning techniques; neurofeedback games using EEG-based Brain-Computer Interface Technology; affective computing system and more.\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Toshihisa Tanaka\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 1785613987\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9781785613982\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Institution of Engineering \u0026amp; Technology\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 11\/18\/2018\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 360\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Hardcover\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.50lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.30h x 6.40w x 0.90d","brand":"Toshihisa Tanaka","offers":[{"title":"Hardcover","offer_id":47305409036543,"sku":"9781785613982","price":160.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_84245d8c-578d-46f9-92ac-922b785c2cab.jpg?v=1758830798","url":"https:\/\/www.whiterainbookhouse.com\/products\/signal-processing-and-machine-learning-toshihisa-tanaka-9781785613982","provider":"WR Book House","version":"1.0","type":"link"}