Control of Arm Movement in Space: Neurophysiological and Computational Approaches - Couverture rigide

 
9783540550549: Control of Arm Movement in Space: Neurophysiological and Computational Approaches

Synopsis

How does the human brain control hand and arm movement? Can artificial systems copy the powerful capacity of the human brain? The many groups researching these questions will find interdisciplinary co-operation and a new outlook in this report. The study proposes a direct comparison between current computational development and new experimental results from neurophysiology and neurophysics. The book covers different levels of neural control: spinal cord, red nucleus, premotor cortex, motor cortex, parietal cortex, thalamus and cerebellum. An important place is assigned to the problems of muscle co-ordination, internal representations of movement variables in different nervous regions and co-ordinate transformations underlying reaching and manipulation. For the physiologist, the book provides a theoretical basis for better understanding of how neuronal populations code movement centrally. For neural network and robotics researchers, it provides theories of how the brain controls arm movement and new concepts and ideas of how to generate more efficient artificial systems.

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Présentation de l'éditeur

Purpose of this book is to combine different approaches in the study of arm movement in space in order to create new synergy between domains of researchwhich tend to be developed independently. It is from these synergies that a new understanding of the control of arm and hand movement can ermerge.Previous books have been devoted to artificial neural networks for sensorimotor control (for example Advanced Neural Computers, R. Eckmiller ed. Elsevier). The present book is the first one to propose a precise and direct comparison between current computational development and new experimental results of neurophysiology and new experimental results of neurophysiology and neurophysics. The book covers different levels of neuralcontrol: spinal cord, red nucleus, premotor cortex, motor cortex,parietal cortex, thalamus and cerebellum. An important place is devoted to the problems of muscle coordination, internal representations of movement variables, in different nervous regions and to the problem of coordinate transformations underlying reaching and manipulation. For the physiologist, the book proposes not only a comprehensive picture of new experimental results but also a theoretical basis for a better understandingof central coding of movement by neuroinal populations. For neural networks and robotics students, this book provides a very rich knowledge on the way the brain controls arm movements by using visual information, it can offer them new concepts and ideas to generate more efficient artificial systems having in mind the powerful capacity of the human brain.

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Autres éditions populaires du même titre

9783642772375: Control of Arm Movement in Space: Neurophysiological and Computational Approaches

Edition présentée

ISBN 10 :  3642772374 ISBN 13 :  9783642772375
Editeur : Springer, 2011
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