Brain-Computer Interfacing: An Introduction, by Rajesh P. N. Rao


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Brain-Computer Interfacing: An Introduction, by Rajesh P. N. Rao

Brain-Computer Interfacing: An Introduction, by Rajesh P. N. Rao

Brain-Computer Interfacing: An Introduction, by Rajesh P. N. Rao

Download Brain-Computer Interfacing: An Introduction, by Rajesh P. N. Rao

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Brain-Computer Interfacing: An Introduction, by Rajesh P. N. Rao

The idea of interfacing minds with machines has long captured the human imagination. Recent advances in neuroscience and engineering are making this a reality, opening the door to restoring and potentially augmenting human physical and mental capabilities. Medical applications such as cochlear implants for the deaf and deep brain stimulation for Parkinson’s disease are becoming increasingly commonplace. Brain- computer interfaces (BCIs) (also known as brain- machine interfaces or BMIs) are now being explored in applications as diverse as security, lie detection, alertness monitoring, telepresence, gaming, education, art, and human augmentation. This introduction to the field is designed as a textbook for upper- level undergraduate and first year graduate courses in neural engineering or brain- computer interfacing for students from a wide range of disciplines. It can also be used for self- study and as a reference by neuroscientists, computer scientists, engineers, and medical practitioners. Key features include: Essential background in neuroscience, brain recording and stimulation technologies, signal processing, and machine learning • Detailed description of the major types of BCIs in animals and humans, including invasive, semi-invasive, noninvasive, stimulating, and bidirectional BCIs • In-depth discussion of BCI applications and BCI ethics • Questions and exercises in each chapter • Supporting Web site with annotated list of book- related links

  • Sales Rank: #961625 in Books
  • Published on: 2013-09-30
  • Original language: English
  • Number of items: 1
  • Dimensions: 9.96″ h x .91″ w x 6.97″ l, 1.90 pounds
  • Binding: Hardcover
  • 337 pages

Review
“Rajesh Rao has written the perfect introduction to the exciting world of brain-computer interfaces. The book is remarkably comprehensive – not only including full descriptions of classic and current experiments but also covering essential background concepts, from the brain to Bayes and back. Brain-Computer Interfacing will be welcomed by a wide range of intelligent readers interested in understanding the first steps toward the symbiotic merger of brains and computers.”
Eberhard E. Fetz, Professor of Physiology and Biophysics, University of Washington

“Brain-computer interfacing is one of the fastest growing areas of neuroengineering and Rajesh Rao has written the go-to book for anyone who wants an introduction and a clear overview of the field. The book includes questions and exercises at the end of each chapter to help students master the material and a mathematical appendix to make the technical aspects more accessible to all.”
Terrence Sejnowski, Howard Hughes Medical Institute Investigator and Francis Crick Professor at the Salk Institute

About the Author
Rajesh P. N. Rao is an Associate Professor in the Computer Science and Engineering Department at the University of Washington, Seattle. He has been awarded an NSF CAREER award, an ONR Young Investigator Award, a Sloan Faculty Fellowship and a David and Lucile Packard Fellowship for Science and Engineering. Rao has published more than 150 papers in conferences and leading scientific journals, including Science, Nature, and PNAS, and is the co-editor of Probabilistic Models of the Brain and Bayesian Brain. His research targets problems at the intersection of computational neuroscience, artificial intelligence and brain-computer interfacing.

Most helpful customer reviews

9 of 9 people found the following review helpful.
signal processing and machine learning in a nutshell — as well as brain interfaces!
By exhausted_homeowner
I just picked up a copy Rajesh Rao’s new book Brain-Computer Interfacing. Rao received his PhD from UR working under Dana Ballard, and has lately
been much in the news for his work on — what else — brain-computer interfaces.

Even if you don’t care about brain interfaces, however, the book turns out to include an excellent concise summary of signal processing and machine learning — in about 50 pages covering practically everything a beginning researcher needs to know. All the various techniques and algorithms are tied together by running examples of interpreting neural data, making for an usually coherent and readable summary.

Highly recommended!

0 of 0 people found the following review helpful.
Are you getting into BCI? Buy this book.
By Rodrigo Ramele
Rao`s book on BCI is the best introductory material on this field, and the best as a quick reference and starting point. It is absolutely great if you need it to organize workshops or lectures because it contains a lot of “Teaching material” within the book (Questions and exercises at the end of each chapter). Complex issues and “oceans of papers” are very well summarized and clarified in this book.

0 of 0 people found the following review helpful.
Five Stars
By Amazon Customer
This is a must for all computer scientist..

See all 6 customer reviews…

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