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Books > Engineering & Transportation > Engineering > Electrical & Electronics > Electronics > 012375027X
  1. Statistical Signal Processing for Neuroscience and Neurotechnology
    Statistical Signal Processing for Neuroscience and Neurotechnology
    Statistical Signal Processing for Neuroscience and Neurotechnology
    Image(s) provided for illustrative purposes and may differ from the actual product
  2. Statistical Signal Processing for Neuroscience and Neurotechnology

    [012375027X]
    Delivery: 10-20 Working Days
    Customer Ratings (9 reviews)
    Price R2993.00

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Additional Information

This is a uniquely comprehensive reference that summarizes the state of the art of signal processing theory and techniques for solving emerging problems in neuroscience, and which clearly presents new theory, algorithms, software and hardware tools that are specifically tailored to the nature of the neurobiological environment. It gives a broad overview of the basic principles, theories and methods in statistical signal processing for basic and applied neuroscience problems.

Written by experts in the field, the book is an ideal reference for researchers working in the field of neural engineering, neural interface, computational neuroscience, neuroinformatics, neuropsychology and neural physiology. By giving a broad overview of the basic principles, theories and methods, it is also an ideal introduction to statistical signal processing in neuroscience.
  • A comprehensive overview of the specific problems in neuroscience that require application of existing and development of new theory, techniques, and technology by the signal processing community
  • Contains state-of-the-art signal processing, information theory, and machine learning algorithms and techniques for neuroscience research
  • Presents quantitative and information-driven science that has been, or can be, applied to basic and translational neuroscience problems

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Specifications

Country
USA
Binding
Hardcover
EAN
9780123750273
Edition
1
ISBN
012375027X
Label
Academic Press
Manufacturer
Academic Press
NumberOfItems
1
NumberOfPages
433
PublicationDate
2010-08-18
Publisher
Academic Press
Studio
Academic Press
Most Helpful Customer Reviews

Vine Customer Review of Free Product (What's this?) This textbook brings together some of the top people in the neuroscience field to create a highly effective compendium of articles. Topics range from basic background concepts (which is very well done - clear and effective) to outline directions of potential future breakthroughs.

The math required is significant, but for the most part, nothing beyond an undergraduate level understanding. I have not read all the chapters since some deal with issues of lesser interest to me, but the ones I have read have been clearly written and organized, typically the sign of a skilled editor. Kudos to Oweiss for a job well done.

I find the marriage of neuroscience and engineering to be fascinating. The concept and promise of neural prostheses is incredible, especially when dealing with spinal cord injuries. I envy those just getting into this field, since the next few decades will see some enormous advances.
Vine Customer Review of Free Product (What's this?) This 2010 textbook provides an overview of the state of the art in computational and statistical methods of analyzing neuronally generated potentials. From in vitro and in vivo single-neuron spike mapping, to detailed analysis of event analysis in scalp EEG, to more complicated analysis of contemporaneous EEG and imaging waveforms, this book presents theoretical groundings, appropriate statistical methods, and computational models and methods. There is a good deal of applied math, probability theory, and statistical sophistication that is assumed for the reader. I think the target reader probably has or is pursuing a Ph.D. in one of these topics, and this book is probably best suited as a text for an advanced graduate level course.

I liked the book and found it useful, clear and easily referenced. I will be incorporating some of the ideas I found in it to an upcoming project.
Vine Customer Review of Free Product (What's this?) This book is quite informative of the more recent ways neuroscience and neurotechnology has been numerically analyzed. Granted that neorscience and neurotechnology have recently received some momentum, this book would be of good benefit for those looking for some texts that focus on the numerical methods used in studying and interpreting complex networks (biological and technological). The first half of the book focuses on biology. The second half focuses on technology. In both, it is easily seen that many advances have already been made with much of it requiring simply adjusting, but there is some room for major advancements. The chapters on prosthetic of hand gripping and neoruoimaging offer a glimpse into what technologies have existed thus far to assist procurement of data on neural correlates and medical advances relating to paralysis and brain-machine communications. The book notes that studying the brain is really a sophisticated task since the brain is the most sophisticated... Read more
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