Coverart for item
The Resource Neural control engineering : the emerging intersection between control theory and neuroscience, Steven J. Schiff

Neural control engineering : the emerging intersection between control theory and neuroscience, Steven J. Schiff

Label
Neural control engineering : the emerging intersection between control theory and neuroscience
Title
Neural control engineering
Title remainder
the emerging intersection between control theory and neuroscience
Statement of responsibility
Steven J. Schiff
Creator
Subject
Genre
Language
eng
Summary
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
Member of
Cataloging source
N$T
http://library.link/vocab/creatorName
Schiff, Steven J
Dewey number
612.8
Illustrations
illustrations
Index
index present
LC call number
QP357.5
LC item number
.S35 2012eb
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
NLM call number
WL 26.5
Series statement
Computational neuroscience series
http://library.link/vocab/subjectName
  • Computational neuroscience
  • Nonlinear control theory
  • Neural Networks (Computer)
  • MEDICAL
  • PSYCHOLOGY
  • Computational neuroscience
  • Nonlinear control theory
Label
Neural control engineering : the emerging intersection between control theory and neuroscience, Steven J. Schiff
Instantiates
Publication
Antecedent source
unknown
Bibliography note
Includes bibliographical references (pages 337-356) and index
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
Kalman fitering -- The Hodgkin-Huxley equations -- Simplified neuronal models -- Bridging from Kalman to neuron -- Spatiotemporal cortical dynamics : the Wilson Cowan equations -- Empirical models -- Model inadequacy -- Brain machine interfaces -- Parkinson's disease -- Control systems with electrical fields -- Assimilating seizures -- Assimilating minds
Control code
822566746
Dimensions
unknown
Extent
1 online resource (xvi, 361 pages)
File format
unknown
Form of item
online
Isbn
9780262312080
Lccn
2010036051
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other physical details
illustrations (some color).
http://library.link/vocab/ext/overdrive/overdriveId
  • 414718
  • 8436
  • 9780262312080
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
(OCoLC)822566746
Label
Neural control engineering : the emerging intersection between control theory and neuroscience, Steven J. Schiff
Publication
Antecedent source
unknown
Bibliography note
Includes bibliographical references (pages 337-356) and index
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
Kalman fitering -- The Hodgkin-Huxley equations -- Simplified neuronal models -- Bridging from Kalman to neuron -- Spatiotemporal cortical dynamics : the Wilson Cowan equations -- Empirical models -- Model inadequacy -- Brain machine interfaces -- Parkinson's disease -- Control systems with electrical fields -- Assimilating seizures -- Assimilating minds
Control code
822566746
Dimensions
unknown
Extent
1 online resource (xvi, 361 pages)
File format
unknown
Form of item
online
Isbn
9780262312080
Lccn
2010036051
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other physical details
illustrations (some color).
http://library.link/vocab/ext/overdrive/overdriveId
  • 414718
  • 8436
  • 9780262312080
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
(OCoLC)822566746

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