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EEG/MEG Source Reconstruction, Kn?sche


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Автор: Kn?sche
Название:  EEG/MEG Source Reconstruction
ISBN: 9783030749163
Издательство: Springer
Классификация:



ISBN-10: 3030749169
Обложка/Формат: Hardback
Страницы: 415
Вес: 1.31 кг.
Дата издания: 16.10.2022
Язык: English
Издание: 1st ed. 2022
Иллюстрации: 165 tables, color; 174 illustrations, color; xix, 415 p. 174 illus. in color.
Размер: 279 x 210
Читательская аудитория: Professional & vocational
Основная тема: Biomedicine
Подзаголовок: Textbook for electro-and magnetoencephalography
Ссылка на Издательство: Link
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Поставляется из: Германии
Описание: This textbook provides a comprehensive and didactic introduction from the basics to the current state of the art in the field of EEG/MEG source reconstruction. Reconstructing the generators or sources of electroencephalographic and magnetoencephalographic (EEG/MEG) signals is an important problem in basic neuroscience as well as clinical research and practice. Over the past few decades, an entire theory, together with a whole collection of algorithms and techniques, has developed. In this textbook, the authors provide a unified perspective on a broad range of EEG/MEG source reconstruction methods, with particular emphasis on their respective assumptions about sources, data, head tissues, and sensor properties. An introductory chapter highlights the concept of brain imaging and the particular importance of the neuroelectromagnetic inverse problem. This is followed by an in-depth discussion of neural information processing and brain signal generation and an introduction to the practice of data acquisition. Next, the relevant mathematical models for the sources of EEG and MEG are discussed in detail, followed by the neuroelectromagnetic forward problem, that is, the prediction of EEG or MEG signals from those source models, using biophysical descriptions of the head tissues and the sensors. The main part of this textbook is dedicated to the source reconstruction methods. The authors present a theoretical framework of the neuroelectromagnetic inverse problem, centered on Bayes’ theorem, which then serves as the basis for a detailed description of a large variety of techniques, including dipole fit methods, distributed source reconstruction, spatial filters, and dynamic source reconstruction methods. The final two chapters address the important topic of assessment, including verification and validation of source reconstruction methods, and their actual application to real-world scientific and clinical questions. This book is intended as basic reading for anybody who is engaged with EEG/MEG source reconstruction, be it as a method developer or as a user, including advanced undergraduate students, PhD students, and postdocs in neuroscience, biomedical engineering, and related fields.
Дополнительное описание: Chapter 1: Introduction.- Chapter 2: Neural Tissue and its Signals.- Chapter 3: Measurements.- Chapter 4: Source Models.- Chapter 5: Forward Models.- Chapter 6: Inverse Methods.- Chapter 7: Assessment.- Chapter 8: Applications.



Brain Computer Interface

Автор: Panigrahi, Narayan (Center for Artificial Intellig
Название: Brain Computer Interface
ISBN: 1032148411 ISBN-13(EAN): 9781032148410
Издательство: Taylor&Francis
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Цена: 18374.00 р.
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Описание: This book discusses electroencephalogram (EEG) signal processing using effective methodology and algorithms. It provides a basic introduction on EEG, classification of different components and scope of processing EEG signal and its applications. Specific aspects such as Epilepsy detection, exploitation of P300 and so forth are also discussed.

EEG/ERP Analysis

Название: EEG/ERP Analysis
ISBN: 1138077089 ISBN-13(EAN): 9781138077089
Издательство: Taylor&Francis
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Цена: 8879.00 р.
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Описание: Changes in the neurological functions of the human brain are often a precursor to numerous degenerative diseases. Advanced EEG systems and other monitoring systems used in preventive diagnostic procedures incorporate innovative features for brain monitoring functions such as real-time automated signal processing techniques and sophisticated amplifiers. Highlighting the US, Europe, Australia, New Zealand, Japan, Korea, China, and many other areas, EEG/ERP Analysis: Methods and Applications examines how researchers from various disciplines have started to work in the field of brain science, and explains the different techniques used for processing EEG/ERP data. Engineers can learn more about the clinical applications, while clinicians and biomedical scientists can familiarize themselves with the technical aspects and theoretical approaches. This book explores the recent advances involved in EEG/ERP analysis for brain monitoring, details successful EEG and ERP applications, and presents the neurological aspects in a simplified way so that those with an engineering background can better design clinical instruments. It consists of 13 chapters and includes the advanced techniques used for signal enhancement, source localization, data fusion, classification, and quantitative EEG. In addition, some of the chapters are contributed by neurologists and neurosurgeons providing the clinical aspects of EEG/ERP analysis. Covers a wide range of EEG/ERP applications with state-of-the-art techniques for denoising, analysis, and classification Examines new applications related to 3D display devices Includes MATLAB® codes EEG/ERP Analysis: Methods and Applications is a resource for biomedical and neuroscience scientists who are working on neural signal processing and interpretation, and biomedical engineers who are working on EEG/ERP signal analysis methods and developing clinical instrumentation. It can also assist neurosurgeons, psychiatrists, and postgraduate students doing research in neural engineering, as well as electronic engineers in neural signal processing and instrumentation.

Brain Signals: Physics and Mathematics of Meg and Eeg

Автор: Ilmoniemi Risto, Sarvas Jukka
Название: Brain Signals: Physics and Mathematics of Meg and Eeg
ISBN: 0262039826 ISBN-13(EAN): 9780262039826
Издательство: MIT Press
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Цена: 11004.00 р.
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Описание: A unified treatment of the generation and analysis of brain-generated electromagnetic fields.

Brain Source Localization Using Eeg

Автор: Jatoi
Название: Brain Source Localization Using Eeg
ISBN: 1498799345 ISBN-13(EAN): 9781498799348
Издательство: Taylor&Francis
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Цена: 26030.00 р.
Наличие на складе: Нет в наличии.

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.

Brain source localization using eeg signal analysis

Автор: Jatoi, Munsif Ali Kamel, Nidal
Название: Brain source localization using eeg signal analysis
ISBN: 0367884976 ISBN-13(EAN): 9780367884970
Издательство: Taylor&Francis
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Цена: 9186.00 р.
Наличие на складе: Нет в наличии.

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.

Imaging Brain Function With EEG

Автор: Walter Freeman; Rodrigo Quian Quiroga
Название: Imaging Brain Function With EEG
ISBN: 1493900412 ISBN-13(EAN): 9781493900411
Издательство: Springer
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Цена: 27950.00 р.
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Описание: The scalp and cortex lie like pages of an open book on which the cortex enciphers vast quantities of information and knowledge. They are recorded and analyzed as temporal and spatial patterns in the electroencephalogram and electrocorticogram. This book describes basic tools and concepts needed to measure and decipher the patterns extracted from the EEG and ECoG. This book emphasizes the need for single trial analysis using new methods and paradigms, as well as large, high-density spatial arrays of electrodes for pattern sampling. The deciphered patterns reveal neural mechanisms by which brains process sensory information into precepts and concepts. It describes the brain as a thermodynamic system that uses chemical energy to construct knowledge. The results are intended for use in the search for the neural correlates of intention, attention, perception and learning; in the design of human brain-computer interfaces enabling mental control of machines; and in exploring and explaining the physicochemical foundation of biological intelligence.

Introduction to Non-Invasive EEG-Based Brain-Computer Interfaces for Assistive Technologies

Название: Introduction to Non-Invasive EEG-Based Brain-Computer Interfaces for Assistive Technologies
ISBN: 036750197X ISBN-13(EAN): 9780367501976
Издательство: Taylor&Francis
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Цена: 17609.00 р.
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Описание: This book provides an overview about different applications of brain-computer interfaces (BCIs) based on the authors more than 20 years of research in the field.

Electric Fields of the Brain

Автор: Nunez, Paul L.; Srinivasan, Ramesh
Название: Electric Fields of the Brain
ISBN: 019505038X ISBN-13(EAN): 9780195050387
Издательство: Oxford Academ
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Цена: 21780.00 р.
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Описание: Widely acclaimed when it first published in 1981, this book has been brought up-to-date with this second edition. Topics covered include synaptic sources, electrode placement, choice of reference, volume conduction, power and coherence, projection of scalp potentials to dura surface, dynamic signatures of conscious experience, and neural networks immersed in global fields of synaptic action.

Analysis and Classification of Eeg Signals for Brain-Computer Interfaces

Автор: Paszkiel Szczepan
Название: Analysis and Classification of Eeg Signals for Brain-Computer Interfaces
ISBN: 303030583X ISBN-13(EAN): 9783030305833
Издательство: Springer
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Цена: 13974.00 р.
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Описание: This book addresses the problem of EEG signal analysis and the need to classify it for practical use in many sample implementations of brain-computer interfaces.

Standard EEG: A Research Roadmap for Neuropsychiatry

Автор: Nash N. Boutros
Название: Standard EEG: A Research Roadmap for Neuropsychiatry
ISBN: 3319355368 ISBN-13(EAN): 9783319355368
Издательство: Springer
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Цена: 19589.00 р.
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Описание: This book serves as a reference source containing both historical and recent references on existing gaps of knowledge regarding EEG deviations in psychiatric populations. Outlines clinical issues, reviews literature, findings and open research questions.

Analysis and Classification of EEG Signals for Brain–Computer Interfaces

Автор: Szczepan Paszkiel
Название: Analysis and Classification of EEG Signals for Brain–Computer Interfaces
ISBN: 3030305805 ISBN-13(EAN): 9783030305802
Издательство: Springer
Рейтинг:
Цена: 13974.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: This book addresses the problem of EEG signal analysis and the need to classify it for practical use in many sample implementations of brain-computer interfaces.

EEG-Based Brain-Computer Interfaces

Автор: Bansal, Dipali
Название: EEG-Based Brain-Computer Interfaces
ISBN: 0128146877 ISBN-13(EAN): 9780128146873
Издательство: Elsevier Science
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Цена: 19875.00 р.
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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

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