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Neural Control Engineering: The Emerging Intersection Between Control Theory and Neuroscience (Computational Neuroscience)

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4.33
69,822 ratings · 5,212 reviews
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OFFICIAL VERIFIED

Neural Control Engineering: The Emerging Intersection Between Control Theory and Neuroscience (Computational Neuroscience)

4.33 69,822 ratings · 5,212 reviews
Discover Neural Control Engineering: The Emerging Intersection Between Control Theory and Neuroscience (Computational Neuroscience) by Steven J. Schiff. Start reading today and explore ideas, insights, and experiences that stay with you.

Overview: How powerful new methods in nonlinear control engineering can be applied to neuroscience, from fundamental model formulation to advanced medical applications.Over the past sixty years, powerful methods of model-based control engineering have been responsible for such dramatic advances in engineering systems as autolanding aircraft, autonomous vehicles, and even weather forecasting. Over those same decades, our models of the nervous system have evolved from single-cell membranes to neuronal networks to large-scale models of the human brain. Yet until recently control theory was completely inapplicable to the types of nonlinear models being developed in neuroscience. The revolution in nonlinear control engineering in the late 1990s has made the intersection of control theory and neuroscience possible.In Neural Control Engineering, Steven Schiff seeks to bridge the two fields, examining the application of new methods in nonlinear control engineering to neuroscience. After presenting extensive material on formulating computational neuroscience models in a control environment—including some fundamentals of the algorithms helpful in crossing the divide from intuition to effective application—Schiff examines a range of applications, including brain-machine interfaces and neural stimulation. He reports on research that he and his colleagues have undertaken showing that nonlinear control theory methods can be applied to models of single cells, small neuronal networks, and large-scale networks in disease states of Parkinson's disease and epilepsy.With Neural Control Engineering the reader acquires a working knowledge of the fundamentals of control theory and computational neuroscience sufficient not only to understand the literature in this trandisciplinary area but also to begin working to advance the field. The book will serve as an essential guide for scientists in either biology or engineering and for physicians who wish to gain expertise in these areas.

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Details & Genres

Textbooks Neuroscience Technical Biology And Neuroscience Thinking My Physical Book Collection Tier 4 2 Theory
Length N/A pages
Language Eng
Publisher The MIT Press
Published November 10, 2011
ISBN-13 13350459

More Books By: Steven J. Schiff


Steven J. Schiff
About the Author Steven J. Schiff
15,125 followers

After spending years working in the corporate world, Steven J. Schiff finally decided to pursue a lifelong passion for writing. They currently reside in a quiet suburb where they spend most of their time outlining new stories, reading extensively, and occasionally attempting to bake.

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John Carter
John Carter August 04, 2024
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Betty Harris
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Andrew Phillips
Andrew Phillips October 25, 2024
Glad someone recommended this to me. The author did a great job wrapping everything up at the end. No weird plot holes left behind. Worth the time and money.
John Edwards
John Edwards February 23, 2025
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Gary Allen
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I was pleasantly surprised. It has a good balance of dialogue and description. Everything felt like it moved at the right speed. Glad I picked this up.
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Amanda Hall
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Really enjoyed this one. I loved how the story unfolded. It kept me guessing without being too confusing. Glad I picked this up.
Stephanie Hall
Stephanie Hall August 07, 2025
I was pleasantly surprised. I loved how the story unfolded. It kept me guessing without being too confusing. Definitely recommend it if you like this genre.
Eric Robinson
Eric Robinson September 29, 2024
I liked it for the most part. Interesting premise and executed fairly well. Just a few slow chapters here and there. Not bad at all.
Mary Gomez
Mary Gomez December 04, 2024
Took me a few chapters to get into it, but it was worth it. Writing is good, just wish there was a bit more depth in certain parts. Still kept my attention though. A solid 4 stars from me.
Christopher Diaz
Christopher Diaz October 01, 2024
Not bad, but not my favorite. It felt a bit repetitive in the middle. Could have been shorter. Probably won't read it again, but it was an okay way to pass the time.
Jennifer White
Jennifer White June 19, 2024
Honestly one of the better books I've read lately. The writing style is very engaging. It’s easy to follow but still has a lot of depth. Will be looking for more from this author.
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