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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.

Computational neuroscience. --- Nonlinear control theory. --- Neural Networks (Computer) --- Connectionist Models --- Models, Neural Network --- Neural Network Models --- Perceptrons --- Connectionist Model --- Model, Connectionist --- Model, Neural Network --- Models, Connectionist --- Network Model, Neural --- Network Models, Neural --- Network, Neural (Computer) --- Networks, Neural (Computer) --- Neural Network (Computer) --- Neural Network Model --- Perceptron --- Computational neurosciences --- Control theory --- Nonlinear theories --- Computational biology --- Neurosciences --- Computational Neural Networks --- Computational Neural Network --- Computer Neural Network --- Computer Neural Networks --- Network, Computational Neural --- Network, Computer Neural --- Networks, Computational Neural --- Networks, Computer Neural --- Neural Network, Computational --- Neural Network, Computer --- Neural Networks, Computational --- NEUROSCIENCE/General

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Psycholinguistics --- Artificial intelligence. Robotics. Simulation. Graphics --- Connectionism --- Cognition --- Connexionnisme --- Cognition. --- Neural Networks (Computer) --- Psychology. --- Factors, Psychological --- Psychological Factors --- Psychological Side Effects --- Psychologists --- Psychosocial Factors --- Side Effects, Psychological --- Factor, Psychological --- Factor, Psychosocial --- Factors, Psychosocial --- Psychological Factor --- Psychological Side Effect --- Psychologist --- Psychosocial Factor --- Side Effect, Psychological --- Connectionist Models --- Models, Neural Network --- Neural Network Models --- Perceptrons --- Connectionist Model --- Model, Connectionist --- Model, Neural Network --- Models, Connectionist --- Network Model, Neural --- Network Models, Neural --- Network, Neural (Computer) --- Networks, Neural (Computer) --- Neural Network (Computer) --- Neural Network Model --- Perceptron --- Cognitive Function --- Cognitions --- Cognitive Functions --- Function, Cognitive --- Functions, Cognitive --- Experimentele psychologie --- Connectionism. --- NEURAL NETWORKS (COMPUTER) --- Psychology --- denken, begripsvorming en problem solving --- handboeken en inleidingen --- NEURAL NETWORKS (COMPUTER). --- denken, begripsvorming en problem solving. --- handboeken en inleidingen. --- Neural networks (computer). --- Denken, begripsvorming en problem solving. --- Handboeken en inleidingen. --- Connexionism --- Computational Neural Networks --- Computational Neural Network --- Computer Neural Network --- Computer Neural Networks --- Network, Computational Neural --- Network, Computer Neural --- Networks, Computational Neural --- Networks, Computer Neural --- Neural Network, Computational --- Neural Network, Computer --- Neural Networks, Computational

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Neural Networks (Computer) --- Neural networks (Computer science) --- Réseaux neuronaux (Informatique) --- Periodicals. --- Périodiques --- Information Technology --- Mathematical Sciences --- Neural Networks --- Applied Mathematics --- sensor network systems --- manufacturing --- engineering --- environmental systems --- Artificial neural networks --- Nets, Neural (Computer science) --- Networks, Neural (Computer science) --- Neural nets (Computer science) --- Artificial intelligence --- Natural computation --- Soft computing --- Computer. Automation --- Neural Networks, Computer. --- Computational Neural Networks --- Connectionist Models --- Models, Neural Network --- Neural Network Models --- Perceptrons --- Computational Neural Network --- Computer Neural Network --- Computer Neural Networks --- Connectionist Model --- Model, Connectionist --- Model, Neural Network --- Models, Connectionist --- Network Model, Neural --- Network Models, Neural --- Network, Computational Neural --- Network, Computer Neural --- Network, Neural (Computer) --- Networks, Computational Neural --- Networks, Computer Neural --- Networks, Neural (Computer) --- Neural Network (Computer) --- Neural Network Model --- Neural Network, Computational --- Neural Network, Computer --- Neural Networks, Computational --- Perceptron

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Neural computers --- Neural networks (Computer science) --- Neural Networks (Computer) --- Ordinateurs neuronaux --- Réseaux neuronaux (Informatique) --- Neurale netwerken. --- Neural computers. --- Artificial neural networks --- Nets, Neural (Computer science) --- Networks, Neural (Computer science) --- Neural nets (Computer science) --- Neural net computers --- Neural network computers --- Neurocomputers --- Connectionist Models --- Models, Neural Network --- Neural Network Models --- Perceptrons --- Connectionist Model --- Model, Connectionist --- Model, Neural Network --- Models, Connectionist --- Network Model, Neural --- Network Models, Neural --- Network, Neural (Computer) --- Networks, Neural (Computer) --- Neural Network (Computer) --- Neural Network Model --- Perceptron --- Artificial intelligence --- Natural computation --- Soft computing --- Electronic digital computers --- Computational Neural Networks --- Computational Neural Network --- Computer Neural Network --- Computer Neural Networks --- Network, Computational Neural --- Network, Computer Neural --- Networks, Computational Neural --- Networks, Computer Neural --- Neural Network, Computational --- Neural Network, Computer --- Neural Networks, Computational --- Neural Networks, Computer. --- Neural Networks, Computer --- Réseaux neuronaux (Informatique)

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Neuroinformatics --- Neurosciences. --- Neural Networks (Computer) --- Models, Neurological. --- Computer Simulation. --- Neuroinformatics. --- Health Sciences --- Information Technology --- Life Sciences --- Diagnostics --- Neurology --- Physiology --- General and Others --- Bioinformatics --- Computational Biosciences --- Model, Neurological --- Neurologic Model --- Neurological Model --- Neurological Models --- Neurologic Models --- Model, Neurologic --- Models, Neurologic --- Connectionist Models --- Models, Neural Network --- Neural Network Models --- Perceptrons --- Connectionist Model --- Model, Connectionist --- Model, Neural Network --- Models, Connectionist --- Network Model, Neural --- Network Models, Neural --- Network, Neural (Computer) --- Networks, Neural (Computer) --- Neural Network (Computer) --- Neural Network Model --- Perceptron --- Computerized Models --- In Silico --- Computer Models --- Models, Computer --- Computer Model --- Computer Simulations --- Computerized Model --- In Silicos --- Model, Computer --- Model, Computerized --- Models, Computerized --- Silico, In --- Silicos, In --- Simulation, Computer --- Simulations, Computer --- Neuroscience --- Neurosciences --- Medical informatics --- Data processing --- Models, Neurological --- Computer Simulation --- Computational Neural Networks --- Computational Neural Network --- Computer Neural Network --- Computer Neural Networks --- Network, Computational Neural --- Network, Computer Neural --- Networks, Computational Neural --- Networks, Computer Neural --- Neural Network, Computational --- Neural Network, Computer --- Neural Networks, Computational --- Neural Networks, Computer. --- Informàtica mèdica --- Neurociències --- Xarxes neuronals (Informàtica) --- Simulació per ordinador --- Informàtica mèdica. --- Neurociències. --- Xarxes neuronals (Informàtica) --- Simulació per ordinador.