Analysis and Classification of EEG Signals for Brain–Computer Interfaces, Szczepan Paszkiel
Автор: Ilmoniemi Risto, Sarvas Jukka Название: Brain Signals: Physics and Mathematics of Meg and Eeg ISBN: 0262039826 ISBN-13(EAN): 9780262039826 Издательство: MIT Press Рейтинг: Цена: 11004.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: A unified treatment of the generation and analysis of brain-generated electromagnetic fields.
Автор: Bansal, Dipali Название: EEG-Based Brain-Computer Interfaces ISBN: 0128146877 ISBN-13(EAN): 9780128146873 Издательство: Elsevier Science Рейтинг: Цена: 19875.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание:
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.
Details techniques for multiple types of analysis (including ERP, scalp map, sub-band power and independent component) to acquire data from deliberate eye-blinking
Demonstrates how to use EEGs to develop more intuitive BCIs in real-time scenarios
Includes algorithms and scenarios that interface with MATLAB software for interactive use
Автор: Siuly Siuly; Yan Li; Yanchun Zhang Название: EEG Signal Analysis and Classification ISBN: 3319476521 ISBN-13(EAN): 9783319476520 Издательство: Springer Рейтинг: Цена: 19564.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book presents advanced methodologies in two areas related to electroencephalogram (EEG) signals: detection of epileptic seizures and identification of mental states in brain computer interface (BCI) systems.
Classification Techniques for Medical Image Analysis and Computer Aided Diagnosis covers the most current advances on how to apply classification techniques to a wide variety of clinical applications that are appropriate for researchers and biomedical engineers in the areas of machine learning, deep learning, data analysis, data management and computer-aided diagnosis (CAD) systems design. The book covers several complex image classification problems using pattern recognition methods, including Artificial Neural Networks (ANN), Support Vector Machines (SVM), Bayesian Networks (BN) and deep learning. Further, numerous data mining techniques are discussed, as they have proven to be good classifiers for medical images.
Examines the methodology of classification of medical images that covers the taxonomy of both supervised and unsupervised models, algorithms, applications and challenges
Discusses recent advances in Artificial Neural Networks, machine learning, and deep learning in clinical applications
Introduces several techniques for medical image processing and analysis for CAD systems design
Автор: Im Название: Computational EEG Analysis ISBN: 9811309078 ISBN-13(EAN): 9789811309076 Издательство: Springer Рейтинг: Цена: 25155.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book introduces and reviews all of the currently available methods being used for computational electroencephalogram (EEG) analysis, from the fundamentals through to the state-of-the-art. The aim of the book is to help biomedical engineers and medical doctors who use EEG to better understand the methods and applications of computational EEG analysis from a single, well-organized resource. Following a brief introduction to the principles of EEG and acquisition techniques, the book is divided into two main sections. The first of these covers analysis methods, beginning with preprocessing, and then describing EEG spectral analysis, event-related potential analysis, source imaging and multimodal neuroimaging, and functional connectivity analysis. The following section covers application of EEG analysis to specific fields, including the diagnosis of psychiatric diseases and neurological disorders, brain-computer interfacing, and social neuroscience. Aimed at practicing medical specialists, engineers, researchers and advanced students, the book features contributions from world-renowned biomedical engineers working across a broad spectrum of computational EEG analysis techniques and EEG applications.
Автор: Kamran Kiasaleh Название: Biological Signals Classification and Analysis ISBN: 3642548784 ISBN-13(EAN): 9783642548789 Издательство: Springer Рейтинг: Цена: 23508.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Unlike wireless communication systems, biological entities produce signals with underlying nonlinear, chaotic nature that elude classification using the standard signal processing techniques, which have been developed over the past several decades for dealing primarily with standard communication systems.
Автор: Kamran Kiasaleh Название: Biological Signals Classification and Analysis ISBN: 3662512033 ISBN-13(EAN): 9783662512036 Издательство: Springer Рейтинг: Цена: 19589.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Unlike wireless communication systems, biological entities produce signals with underlying nonlinear, chaotic nature that elude classification using the standard signal processing techniques, which have been developed over the past several decades for dealing primarily with standard communication systems.
Автор: Jatoi Название: Brain Source Localization Using Eeg ISBN: 1498799345 ISBN-13(EAN): 9781498799348 Издательство: Taylor&Francis Рейтинг: Цена: 26030.00 р. Наличие на складе: Поставка под заказ.
Описание: The proposed book studies various aspects and applications of EEG (Electroencephalography) source localization techniques related to engineering and clinical applicatons for various brain disorder studies.
Автор: Aboul Ella Hassanien; Ahmad Taher Azar Название: Brain-Computer Interfaces ISBN: 3319379976 ISBN-13(EAN): 9783319379975 Издательство: Springer Рейтинг: Цена: 18284.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: The success of a BCI system depends as much on the system itself as on the user`s ability to produce distinctive EEG activity.
Автор: Aboul Ella Hassanien; Ahmad Taher Azar Название: Brain-Computer Interfaces ISBN: 3319109774 ISBN-13(EAN): 9783319109770 Издательство: Springer Рейтинг: Цена: 20896.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: The success of a BCI system depends as much on the system itself as on the user`s ability to produce distinctive EEG activity.
Название: Brain–Computer Interfaces Handbook ISBN: 0367375451 ISBN-13(EAN): 9780367375454 Издательство: Taylor&Francis Рейтинг: Цена: 16078.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This handbook addresses the recent and rapid changes in the field of braincomputer interfaces (BCIs). Due to these changes interest in BCI has grown enormously, including interest from computer science researchers with a background in computational intelligence, human-computer interaction, and researchers in entertainment technology.
Автор: Theodore W. Berger; John K. Chapin; Greg A. Gerhar Название: Brain-Computer Interfaces ISBN: 9048179602 ISBN-13(EAN): 9789048179602 Издательство: Springer Рейтинг: Цена: 15672.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This study gathered information on global status and trends in brain-computer interface (BCI) research to disseminate to government decision makers and the research community. It provides a worldwide snapshot of current research and development trends in BCI.
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