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El. knyga: Introduction to Neural Engineering for Motor Rehabilitation

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Contributors from the neurosciences and engineering describe technologies used for motor rehabilitation, emphasizing current challenges and recent developments. Writing for undergraduate and graduate students and researchers in biomedical engineering, they cover injuries of the nervous system, detecting and conditioning signals, replacing function through prostheses and orthosis, restoring function, and rehabilitation through neuromodulation. Annotation ©2013 Book News, Inc., Portland, OR (booknews.com)

The only book that covers in detail a broad range of cutting-edge topics within motor rehabilitation technology

Neural engineering is a discipline that uses engineering techniques to understand, repair, replace, enhance, or treat diseases of neural systems. This book describes state-of-the-art methods within this field, from brain-computer interfaces to spinal and cortical plasticity. Touching on electrode design, signal processing, the neurophysiology of movement, robotics, and much more, this innovative book presents the latest information for readers working in biomedical engineering.

Each section of Introduction to Neural Engineering for Motor Rehabilitation begins with an overview of techniques before moving on to provide information on the most recent findings. Topics include:

  • INJURIES OF THE NERVOUS SYSTEM?including diseases and injuries of the central nervous system leading to sensory-motor impairment; peripheral and spinal plasticity after nerve injuries; and motor control modules of human movement in health and disease
  • SIGNAL DETECTION AND CONDITIONING?including progress in peripheral neural interfaces; multi-modal, multi-site neuronal recordings for brain research; methods for non-invasive electroencephalograph detection; wavelet denoising and conditioning of neural recordings
  • FUNCTION REPLACEMENT (Prostheses and Orthosis)?including an introduction to upper limb prosthetics; controlling prostheses using peripheral nerve stimulation invasive interfaces for amputees; and exoskeletal robotics for functional substitution
  • FUNCTION RESTORATION?including methods for movement restoration; advanced user interfaces for upper limb functional electrical stimulation; and selectivity of peripheral neural interfaces
  • REHABILITATION THROUGH NEUROMODULATION?including brain-computer interface applied to motor recovery after brain injury; functional electrical therapy of upper extremities; and robotic assisted neurorehabilitation

Introduction to Neural Engineering for Motor Rehabilitation is an important textbook and reference for graduate students and researchers in the fields of biomedical and neural engineering.

Contributors ix
Preface xv
PART I INJURIES OF THE NERVOUS SYSTEM
1(60)
1 Diseases and Injuries of the Central Nervous System Leading to Sensory-Motor Impairment
3(18)
Dejan B. Popovic
Thomas Sinkjoer
2 Peripheral and Spinal Plasticity after Nerve Injuries
21(18)
Xavier Navarro
3 Motor Control Modules of Human Movement in Health and Disease
39(22)
Yuri P. Ivanenko
Germana Cappellini
Marco Molinari
Francesco Lacquaniti
PART II SIGNAL DETECTION AND CONDITIONING
61(174)
4 Progress in Peripheral Neural Interfaces
63(32)
Shaoyu Qiao
Kevin A. Mauser
Ken Yoshida
5 Multimodal, Multisite Neuronal Recordings for Brain Research
95(18)
Ulrich G. Hofmann
Peter Detemple
Yijing Xie
6 Surface Electromyogram Detection
113(24)
Alberto Botter
Marco Gazzoni
Roberto Merletti
7 Methods for Noninvasive Electroencephalogram Detection
137(18)
Christoph Guger
Gunter Edlinger
8 Spike Sorting
155(18)
Di Ge
Dario Farina
9 Wavelet Denoising and Conditioning of Neural Recordings
173(10)
Luca Citi
Silvestro Micera
10 Instantaneous Cross-Correlation Analysis of Neural Ensembles with High Temporal Resolution
183(16)
Antonio R.C. Paiva
II Park
Jose C. Principe
Justin C. Sanchez
11 Unsupervised Decomposition Methods for Analysis of Multimodal Neural Data
199(36)
Felix Biessmann
Frank C. Meinecke
Klaus-Robert Muller
PART III FUNCTION REPLACEMENT (PROSTHESES AND ORTHOSIS)
235(114)
12 Brain-Computer Interfaces
237(16)
Jose del R. Millan
13 Movement-Related Cortical Potentials and Their Application in Brain-Computer Interfacing
253(14)
Kim Dremstrup
Ying Gu
Omar Feix do Nascimento
Dario Farina
14 Introduction to Upper Limb Prosthetics
267(24)
Bernhard Graimann
Hans Dietl
15 Myoelectric Prostheses and Targeted Reinnervation
291(20)
Levi Hargrove
Erik Scheme
Kevin Englehart
16 Controlling Prostheses Using PNS Invasive Interfaces for Amputees
311(16)
Jacopo Carpaneto
Luca Citi
Stanisa Raspopovic
Jacopo Rigosa
Silvestro Micera
17 Exoskeletal Robotics for Functional Substitution
327(22)
Jose Luis Pons
Juan C. Moreno
Eduardo Rocon
PART IV FUNCTION RESTORATION
349(112)
18 Methods for Movement Restoration
351(26)
Dejan B. Popovic
Mirjana B. Popovic
19 Advanced User Interfaces for Upper Limb Functional Electrical Stimulation
377(24)
Elaine A. Corbett
Christian Ethier
Emily R. Oby
Konrad Kording
Eric J. Perreault
Lee E. Miller
20 Customized Modeling and Simulations for the Control of FES-Assisted Walking of Individuals with Hemiplegia
401(20)
Strahinja Dosen
Dejan B. Popovic
21 ActiGait®: A Partly Implantable Drop-Foot Stimulator System
421(12)
Birgit Larsen
Andrei Patriciu
22 Selectivity of Peripheral Neural Interfaces
433(28)
Winnie Jensen
Kristian Rauhe Harreby
PART V REHABILITATION THROUGH NEUROMODULATION
461(110)
23 Brain-Computer Interface Applied to Motor Recovery after Brain Injury
463(14)
Janis J. Daly
24 Functional Electrical Therapy of Upper Extremities
477(16)
Mirjana B. Popovic
Dejan B. Popovic
25 Gait Rehabilitation Using Nociceptive Withdrawal Reflex-Based Functional Electrical Therapy in Stroke Patients
493(12)
Ole K. Andersen
Erika G. Spaich
26 Robot-Assisted Neurorehabilitation
505(24)
Vittorio Sanguineti
Maura Casadio
Lorenzo Masia
Valentina Squeri
Pietro G. Morasso
27 Paired Associative Stimulation
529(20)
Natalie Mrachacz-Kersting
28 Operant Conditioning of Spinal Reflexes for Motor Rehabilitation after CNS Damage
549(22)
Aiko K. Thompson
Jonathan R. Wolpaw
Index 571
DARIO FARINA is Professor and Founding Chair of the Department of Neurore-habilitation Engineering at the University Medical Center Göttingen, Georg-August University, Göttingen, Germany. He is also Chair for Neuroinformatics of the Bernstein Focus Neurotechnology Göttingen.

WINNIE JENSEN is an Associate Professor at the Center for Sensory-Motor Interaction at Aalborg University, Denmark.

METIN AKAY is Chair of the Department of Biomedical Engineering at the University of Houston, Texas. He is the founding editor-in-chief of the IEEE Press Series in Biomedical Engineering published by Wiley-IEEE Press. He is also the editor of ten Wiley-IEEE Press books.