Liang Guo
Principles of Electrical Neural Interfacing: A Quantitative Approach to Cellular Recording and Stimulation
Principles of Electrical Neural Interfacing: A Quantitative Approach to Cellular Recording and Stimulation
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This textbook provides students with the principles and tools to perform quantitative analyses of neuroelectrophysiological approaches, including conventional and emerging ones, in neuroscience research and neuroprosthetics. It addresses key problems such as universal operating mechanisms, proper configuration, and interpretation of signals. Equivalent electrical circuit modeling and signal analysis are used to unravel the functioning mechanisms and principles, offering mechanistic insights into the underlying biophysics.
Format: Hardback
Length: 169 pages
Publication date: 30 September 2021
Publisher: Springer Nature Switzerland AG
This comprehensive textbook serves as a vital resource for students seeking to acquire the fundamental principles and essential tools required for conducting quantitative analyses of neuroelectrophysiological approaches, encompassing both conventional and emerging techniques, which are widely employed in neuroscience research and neuroprosthetics. The content is derived from a course on Neuroengineering and Neuroprosthetics, which the author has previously taught numerous times. The book addresses key challenges such as the universal operating mechanisms of neuroelectrophysiological approaches, the appropriate configuration of each approach, and the accurate interpretation of the resulting signals.
To address these critical issues, the author employs equivalent electrical circuit modeling and signal analysis techniques to unravel the functioning mechanisms and principles, offering sound interpretations of the associated signals and phenomena. The primary objective of this book is to derive analytical solutions to these equivalent circuits, which possess the potential to provide clear and comprehensive mechanistic insights into the underlying biophysics.
The textbook is organized into four chapters, each dedicated to a specific aspect of neuroelectrophysiological approaches. In the first chapter, the author introduces the fundamental concepts and principles of neuroelectrophysiology, including neural circuits, signal processing, and measurement techniques. This chapter provides a solid foundation for the subsequent chapters, which delve into more specialized topics.
The second chapter focuses on the universal operating mechanisms of neuroelectrophysiological approaches. The author discusses the common features and principles shared by various methods, such as electroencephalography (EEG), magnetoencephalography (MEG), and functional magnetic resonance imaging (fMRI). By examining these universal mechanisms, the author aims to extract the fundamental principles underlying these approaches and identify the unique properties of each individual method.
The third chapter explores the appropriate configuration of neuroelectrophysiological approaches for specific research questions and applications. The author discusses the selection of appropriate electrodes, signal processing techniques, and data analysis methods based on the nature of the research problem and the desired outcome. This chapter emphasizes the importance of considering the specific characteristics and limitations of each approach to ensure accurate and reliable results.
The fourth chapter delves into the accurate interpretation of neuroelectrophysiological signals and phenomena. The author discusses the challenges associated with interpreting complex data, such as EEG, MEG, and fMRI, and provides strategies for identifying meaningful patterns and relationships. The chapter also highlights the importance of considering the biological context and underlying mechanisms of the signals to obtain meaningful insights into brain function and behavior.
Throughout the textbook, the author employs clear and concise language, accompanied by illustrative examples and diagrams, to enhance the understanding of complex concepts. The book also includes a comprehensive bibliography and an index, which provide valuable resources for further research and study.
In conclusion, this textbook fills a significant gap in the literature by providing students with the essential principles and tools required for conducting quantitative analyses of neuroelectrophysiological approaches. The content is derived from the author's extensive teaching experience and research in the field, making it an invaluable resource for students, researchers, and practitioners in neuroscience and neuroprosthetics. By unraveling the universal operating mechanisms, appropriate configuration, and accurate interpretation of neuroelectrophysiological signals and phenomena, this book aims to advance our understanding of brain function and behavior and pave the way for innovative advancements in neuroengineering and neuroprosthetics.
Weight: 459g
Dimension: 235 x 155 (mm)
ISBN-13: 9783030776763
Edition number: 1st ed. 2022
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