Eeg Signal Processing and Feature Extraction, Hu Li, Zhang Zhiguo
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: Li Hu; Zhiguo Zhang Название: EEG Signal Processing and Feature Extraction ISBN: 9811391122 ISBN-13(EAN): 9789811391125 Издательство: Springer Рейтинг: Цена: 20962.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book presents the conceptual and mathematical basis and the implementation of both electroencephalogram (EEG) and EEG signal processing in a comprehensive, simple, and easy-to-understand manner. EEG records the electrical activity generated by the firing of neurons within human brain at the scalp. They are widely used in clinical neuroscience, psychology, and neural engineering, and a series of EEG signal-processing techniques have been developed. Intended for cognitive neuroscientists, psychologists and other interested readers, the book discusses a range of current mainstream EEG signal-processing and feature-extraction techniques in depth, and includes chapters on the principles and implementation strategies.
Автор: Siuly Siuly, Li Yan, Zhang Yanchun Название: Eeg Signal Analysis and Classification: Techniques and Applications ISBN: 3319837915 ISBN-13(EAN): 9783319837918 Издательство: Springer Рейтинг: Цена: 16838.00 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.
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.
Автор: Jatoi, Munsif Ali Kamel, Nidal Название: Brain source localization using eeg signal analysis ISBN: 0367884976 ISBN-13(EAN): 9780367884970 Издательство: Taylor&Francis Рейтинг: Цена: 9186.00 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: 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: 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: Kolekar Maheshkumar H., Kumar Vinod Название: Biomedical Signal and Image Processing in Patient Care ISBN: 1522528296 ISBN-13(EAN): 9781522528296 Издательство: Turpin Рейтинг: Цена: 36554.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: In healthcare systems, medical devices help physicians and specialists in diagnosis, prognosis, and therapeutics. As research shows, validation of medical devices is significantly optimized by accurate signal processing. Biomedical Signal and Image Processing in Patient Care is a pivotal reference source for progressive research on the latest development of applications and tools for healthcare systems. Featuring extensive coverage on a broad range of topics and perspectives such as telemedicine, human machine interfaces, and multimodal data fusion, this publication is ideally designed for academicians, researchers, students, and practitioners seeking current scholarly research on real-life technological inventions.
Автор: Zgallai, Walid A. Название: Biomedical Signal Processing With Artificial Intelligence ISBN: 0128189460 ISBN-13(EAN): 9780128189467 Издательство: Elsevier Science Рейтинг: Цена: 19875.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание:
Biomedical Signal Processing and Artificial Intelligence in Healthcareis a new volume in the Developments in Biomedical Engineering and Bioelectronics series. This volume covers the basics of biomedical signal processing and artificial intelligence. It explains the role of machine learning in relation to processing biomedical signals and the applications in medicine and healthcare. The book provides background to statistical analysis in biomedical systems. Several types of biomedical signals are introduced and analyzed, including ECG and EEG signals. The role of Deep Learning, Neural Networks, and the implications of the expansion of artificial intelligence is covered. Biomedical Images are also introduced and processed, including segmentation, classification, and detection. This book covers different aspects of signals, from the use of hardware and software, and making use of artificial intelligence in problem solving.
Dr Zgallai's book has up to date coverage where readers can find the latest information, easily explained, with clear examples and illustrations. The book includes examples on the application of signal and image processing employing artificial intelligence to Alzheimer, Parkinson, ADHD, autism, and sleep disorders, as well as ECG and EEG signals. Developments in Biomedical Engineering and Bioelectronics is a 10-volume series which covers recent developments, trends and advances in this field. Edited by leading academics in the field, and taking a multidisciplinary approach, this series is a forum for cutting-edge, contemporary review articles and contributions from key 'up-and-coming' academics across the full subject area. The series serves a wide audience of university faculty, researchers and students, as well as industry practitioners.
Автор: Im Chang-Hwan Название: Computational Eeg Analysis: Methods and Applications ISBN: 9811345295 ISBN-13(EAN): 9789811345296 Издательство: Springer Рейтинг: Цена: 12577.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание:
Part I. Introduction
Chapter 1. Basics of EEG: Generation, Acquisition and Applications of EEG - Chang-Hwan Im
1.1. Generation of EEG
1.2. Acquisition of EEG
1.3. Computational EEG Analysis
1.4. Applications of EEG
Part II. Methods
Chapter 2. Preprocessing of EEG - Sung-Phil Kim
2.1. Introduction
2.2. Early-Stage Preprocessing
2.3. Artifact Removal
2.4. Discussion
Chapter 3. EEG Spectral Analysis - Do-Won Kim and Chang-Hwan Im
3.1. Introduction
3.2. Methodological Background
3.3. Practical Remarks on EEG Spectral Analysis
Chapter 4. The Analysis of Event-Related Potentials - Marco Congedo
4.1. Introduction
4.2. General Considerations in ERP Analysis
4.3. Time Domain Analysis;
4.4. Time-Frequency Domain Analysis
4.5. Spatial Domain Analysis
4.6. Inferential Statistics
4.7. Single-Sweep Classification
Chapter 5. EEG Source Imaging and Multimodal Neuroimaging - Yingchun Zhang 5.1. From the Brain to the Scalp - the Forward Problem
5.2. From the Scalp to the Brain - the Inverse Problem
5.3. Multimodal Integration
5.4. Conclusion
Chapter 6. Methods for Functional Connectivity Analysis - Jeong-Woo Choi and Kyung-Hwan Kim
6.1. Introduction
6.2. Procedure for the FCA
6.3. FC Metrics
6.4. Volume Conduction Problem
6.5. EEG FC Analysis on Source Space
6.6. Determination of Significance
6.7. Conclusions
Part III. Applications
Chapter 7. Computational EEG Analysis for the Diagnosis of Psychiatric Illnesses - Seung-Hwan Lee and Yeonsoo Park
7.1. Introduction
7.2. Promising EEG Biomarker Candidates
7.3. Psychiatric Disorders and EEG Biomarkers
7.4. Diagnosis for Cognitive impairment: Dementia and Minimal Cognitive Impairment
7.5. Conclusion
Chapter 8. Analysis of EEG in Medically Intractable Epilepsy - Ki-Young Jung 8.1. Overview of Epilepsy and Epilepsy Surgery
8.2. EEG Source Imaging
8.3. High Frequency Oscillation (HFOs)
Chapter 9. Computational EEG Analysis for Brain-Computer Interfaces - Garett D. Johnson and Dean J. Krusienski
9.1 Brain-Computer Interfaces
9.2. Active Paradigms
9.3. Reactive Paradigms
9.4. Other Considerations
Chapter 10. EEG Analysis for Hyperscanning and Social Neuroscience - Dan Zhang 10.1. Introduction
10.2. Hyperlink for social perception
10.3. Hyperlink for social interaction
10.4. Future perspectives
Автор: Nash N. Boutros Название: Standard EEG: A Research Roadmap for Neuropsychiatry ISBN: 3319355368 ISBN-13(EAN): 9783319355368 Издательство: Springer Рейтинг: Цена: 19589.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
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.
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.
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