EEG Signal Processing and Machine Learning

Книга EEG Signal Processing and Machine Learning созданная Saeid Sanei, Jonathon A. Chambers, Wiley может относится к жанру программы. Стоимость электронной книги EEG Signal Processing and Machine Learning с идентификатором 66472357 составляет 9558.45 руб.

EEG Signal Processing and Machine Learning Explore cutting edge techniques at the forefront of electroencephalogram research and artificial intelligence from leading voices in the field The newly revised Second Edition of EEG Signal Processing and Machine Learning 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. 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. Readers will also benefit from the inclusion of: A thorough introduction to EEGs, including neural activities, action potentials, EEG generation, brain rhythms, and EEG recording and measurement An exploration of brain waves, including their generation, recording, and instrumentation, abnormal EEG patterns and the effects of ageing and mental disorders A treatment of mathematical models for normal and abnormal EEGs Discussions 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 Perfect for biomedical engineers, neuroscientists, neurophysiologists, psychiatrists, engineers, students and researchers in the above areas, the Second Edition of EEG Signal Processing and Machine Learning will also earn a place in the libraries of undergraduate and postgraduate students studying Biomedical Engineering, Neuroscience and Epileptology.

Также имеется ФРАГМЕНТ ТЕКСТА для ознакомления!

Коротко о главном в электронной книге темы Программы с идентификатором 66472357:

Saeid Sanei, Jonathon A. Chambers, Wiley работа о программах программы

Ниже приведены ТЕГИ, по которым можно посмотреть аналоги книг о компьютерных программах и иных разработках на русском и английском языках, книги и журналы.

Скачать EEG Signal Processing and Machine Learning ОнЛайн

Электронная книга в жанре программы для обучения и всестороннего развития.

Скачать ОнЛайн материалы автора Saeid Sanei, Jonathon A. Chambers, Wiley на устройства FB2 EPUB TXT RTF PDF HTML MOBI форматы. Цена от бесплатной до выставленной и в данном случае стоимость скачивания составляет 9558.45 руб.