Table Of ContentDavid J. Reinkensmeyer
Volker Dietz
Editors
Neurorehabilitation 
Technology
Second Edition
123
Neurorehabilitation Technology
David   J.   Reinkensmeyer      •       Volker   Dietz     
 Editors 
  Neurorehabilitation 
Technology
   
Second Edition
Editors 
   David   J.   Reinkensmeyer          Volker   Dietz    
  University of California at Irvine    Spinal Cord Injury Center 
  Irvine    University Hospital Balgrist 
 California     Zürich 
 USA   Switzerland   
      ISBN 978-3-319-28601-3          ISBN 978-3-319-28603-7  (eBook) 
 DOI 10.1007/978-3-319-28603-7 
 Library of Congress Control Number: 2016948440 
 © Springer International Publishing   2016 
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Preface to the S  econd Edition   
    When I want to discover something , I  begin by reading up everything that has been 
done along that line in the past  – t hat ’ s what all these books in the library are for. I 
see what has been accomplished at great labor and expense in the past. I gather 
data of many thousands of experiments as a starting point , a nd then I make thou-
sands more . 
 Attributed to Thomas Edison 
T    he aim of this book is to provide a current overview of the ongoing revo-
lution in neurorehabilitation technology. This revolution began in the late 
1980s when several research groups, apparently beginning with a group at 
MIT, made the observation that robotic technologies could enhance rehabili-
tation movement training by automating parts of it. Seminal work in neuro-
plasticity emerging at the same time observed for the fi rst time that the 
nervous system retains a highly distributed capacity to alter its connectivity in 
response to repetitive sensory motor input even following severe damage and 
aging. Partially automating repetitive movement training was thus imagined 
as a way to increase movement therapy dose, improving recovery without 
increasing health care costs. 
 Thirty years later, tens and perhaps hundreds of companies worldwide 
now sell rehabilitation robotic technology. The most successful company is 
likely the Swiss company Hocoma. With the development of the gait orthosis 
‘Lokomat’ in the early 1990s, Hocoma emerged as a spin-off from the 
Balgrist University Hospital in Zürich. It is now established well with over 
1000 installations of its Lokomat gait orthosis, Armeo arm orthoses, and 
other technologies (its products and their evaluation are necessarily the focus 
of several chapters in the book). The number of papers published in rehabili-
tation robotics has increased from a few per year to over 1000 annually. 
Systematic reviews of tens of randomized controlled trials now affi rm robotic 
training as a benefi cial supplement to conventional training. 
 Yet the benefi ts provided by these devices are incremental for most patients 
and the cost high enough to limit their use mainly to fl agship rehabilitation 
facilities. We are perhaps at a stage of invention similar to that of the light 
bulb in 1878. The best light bulbs in 1878 lasted only 13 h, despite the light 
bulb having been invented in 1802 by Humphry Davy. It would take Thomas 
Edison several more years of experimental and theoretical work to increase 
the average light bulb life to over 1000 h, thus producing one of the most 
impactful technologies of all time. 
v
vi Preface to the Second Edition
 This second edition of N  eurorehabilitation Technology  details what might 
be described as the ongoing Edisonian process of improving neurorehabilita-
tion technology. World leaders in their fi elds have taken the time to step back 
from their work, evaluate the state of the art in their fi eld, and trace the devel-
opment of their own work in creating this state of the art. In their chapters, 
they detail improved knowledge of motor impairment and neuroplasticity 
mechanisms; this knowledge is fundamental for a principled approach to neu-
rorehabilitation technology design. They describe how they have not only 
incorporated robotic devices into their clinical practice, but then further 
refi ned these technologies based on their clinical experience. They highlight 
the potential of combination therapies with drugs, electrical stimulation, and 
brain-computer interfaces, to increase functional benefi ts achievable beyond 
hard limits set by neural destruction. And they describe the beginnings of the 
second wave of innovation in neurorehabilitation technology now occurring, 
this time driven by the worldwide emergence of wearable sensing, actuation, 
and computing for consumer health markets. 
 New chapters selected for the second edition include motor challenge in 
neurorehabilitation, neural coupling in neurorehabilitation after stroke, clini-
cal application of robots for children, overground exoskeletons for locomo-
tion recovery, virtual reality and computer gaming for rehabilitation, wearable 
sensors, and brain-computer interfaces for rehabilitation therapy. Chapters 
published in the fi rst edition have also been updated and reorganized to refl ect 
the ongoing revolution. Volker and I hope that this book will inspire the next 
generation  of  innovators—clinicians,  neuroscientists,  and  engineers—to 
move neurorehabilitation technology forward, thus benefi tting the next gen-
eration of people with a neurologic impairment. 
T  he editors thank Barbara Lopez-Lucio for her excellent technical support 
editing this book.  
    Irvine ,  USA       David     Reinkensmeyer   
    Zurich ,  Switzerland       Volker     Dietz
Contents 
Preface to the Second Edition . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .   v
Introduction: Rationale for Machine Use . . . . . . . . . . . . . . . . . . . . . .  xvii
Part I  Basic Framework: Motor Recovery, Learning, and Neural 
Impairment   
    1       Learning in the Damaged Brain/Spinal Cord: 
Neuroplasticity . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .     3   
    Andreas   Luft    ,     Amy   J.   Bastian    , and     Volker   Dietz    
     2       Movement Neuroscience Foundations 
of Neurorehabilitation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .   19    
    Robert   L.   Sainburg     and     Pratik   K.   Mutha    
     3       Designing Robots That Challenge to Optimize 
Motor Learning . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .   39    
    David   A.  B  rown    ,     Timothy   D.   Lee    ,     David   J.   Reinkensmeyer    , 
and     Jaime   E.   Duarte    
     4       Multisystem Neurorehabilitation in Rodents 
with Spinal Cord Injury . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .   59    
    Grégoire   Courtine    ,     Rubia   van den   Brand    ,     Roland   R.   Roy    , 
and     V.   Reggie   Edgerton    
     5       Sensory-Motor Interactions and Error Augmentation . . . . . . .   79    
    James   L.   Patton     and     Felix   C.   Huang    
     6       Normal and Impaired Cooperative Hand Movements: 
Role of Neural Coupling . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .   97    
    Miriam   Schrafl -Altermatt     and     Volker   Dietz    
     7       Clinical Assessment and Rehabilitation of the Upper Limb 
Following Cervical Spinal Cord Injury . . . . . . . . . . . . . . . . . . .  107    
    Michelle   Louise   Starkey     and     Armin   Curt    
Part II Human-Machine Interaction in Rehabilitation Practice
     8       Application Issues for Robotics . . . . . . . . . . . . . . . . . . . . . . . . . .  141    
    Markus   Wirz     and     Rüdiger   Rupp    
vii
viii Contents
     9       The Human in the Loop . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .  161    
    Alexander   C.   Koenig     and     Robert   Riener    
     10       Robotic and Wearable Sensor Technologies 
for Measurements/Clinical Assessments . . . . . . . . . . . . . . . . . . .  183    
    Olivier   Lambercy    ,     Serena   Maggioni    ,     Lars   Lünenburger    , 
    Roger   Gassert    , and     Marc   Bolliger    
     11       Clinical Aspects for the Application of Robotics in Locomotor 
Neurorehabilitation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .  209    
    Volker   Dietz    
     12       Clinical Application of Robotics and Technology 
in the Restoration of Walking . . . . . . . . . . . . . . . . . . . . . . . . . . .  223    
    Alberto   Esquenazi    ,     Irin   C.   Maier    ,     Tabea   Aurich   Schuler    , 
    Serafi n   M.   Beer    ,     Ingo   Borggraefe    ,     Katrin   Campen    ,     Andreas   R.   Luft    , 
    Dimitrios   Manoglou    ,     Andreas   Meyer-Heim    ,     Martina   R.   Spiess    , 
and     Markus   Wirz    
     13       Standards and Safety Aspects for Medical Devices in the Field 
of Neurorehabilitation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .  249    
    Burkhard   Zimmermann    
     14       Clinical Application of Rehabilitation Technologies in Children 
Undergoing Neurorehabilitation . . . . . . . . . . . . . . . . . . . . . . . . .  283    
    Hubertus   J.   A.   van   Hedel     and     Tabea   Aurich (-Schuler)    
Part III Robots for Upper Extremity Recovery
     15       Restoration of Hand Function in Stroke and Spinal 
Cord Injury . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .  311    
    Derek   G.  K  amper    
     16       Forging Mens et Manus: The MIT Experience in Upper 
Extremity Robotic Therapy . . . . . . . . . . . . . . . . . . . . . . . . . . . . .  333    
    Hermano  I go   Krebs    ,     Dylan   Edwards    , and     Neville   Hogan    
     17       Three-Dimensional Multi-degree- of-Freedom 
Arm Therapy Robot (ARMin) . . . . . . . . . . . . . . . . . . . . . . . . . . .  351    
    Tobias   Nef    ,     Verena   Klamroth-Marganska    ,     Urs   Keller    , 
and     Robert   Riener    
     18       Implementation of Impairment- Based Neurorehabilitation 
Devices and Technologies Following Brain Injury . . . . . . . . . . .  375    
    Jules   P.   A.   Dewald    ,     Michael   D.   Ellis    ,     Ana   Maria   Acosta    , 
    Jacob   G.   McPherson    , and     Arno   H.   A.   Stienen    
Part IV Robotics for Locomotion Recovery
     19       Technology of the Robotic Gait Orthosis Lokomat . . . . . . . . . .  395    
    Robert   Riener
Contents ix
     20       Beyond Human or Robot Administered 
Treadmill Training . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .  409    
    Hermano   Igo   Krebs    ,     Konstantinos   Michmizos    ,     Tyler   Susko    , 
    Hyunglae   Lee    ,     Anindo   Roy    , and     Neville   Hogan    
     21       Toward Flexible Assistance for Locomotor Training: Design 
and Clinical Testing of a Cable- Driven Robot for Stroke, 
Spinal Cord Injury, and Cerebral Palsy . . . . . . . . . . . . . . . . . . .  435    
    Ming   Wu     and     Jill   M.   Landry    
     22       Robot-Aided Gait Training with LOPES . . . . . . . . . . . . . . . . . .  461    
    Edwin   H.   F.   van   Asseldonk     and     Herman   van der   Kooij    
     23       Robotic Devices for Overground Gait 
and Balance Training . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .  483    
    Joseph   M.   Hidler    ,     Arno   H.   A.   Stienen    , and     Heike   Vallery    
     24       Using Robotic Exoskeletons for Over-Ground 
Locomotor Training . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .  493    
    Arun   Jayaraman    ,     Sheila   Burt    , and     William   Zev   Rymer    
     25       Functional Electrical Stimulation Therapy: Recovery 
of Function Following Spinal Cord Injury and Stroke . . . . . . .  513    
    Milos   R.   Popovic    ,     Kei   Masani    , and     Silvestro   Micera    
     26       Passive Devices for Upper Limb Training . . . . . . . . . . . . . . . . .  533    
    Arthur   Prochazka    
     27       Upper-Extremity Therapy with Spring Orthoses . . . . . . . . . . .  553    
    David   J.   Reinkensmeyer     and     Daniel   K.   Zondervan    
     28       Virtual Reality for Sensorimotor Rehabilitation Post 
Stroke: Design Principles and Evidence . . . . . . . . . . . . . . . . . . .  573    
    Sergi   Bermúdez   i   Badia    ,     Gerard   G.   Fluet    ,     Roberto   Llorens    , 
and     Judith   E.   Deutsch    
     29       Wearable Wireless Sensors for Rehabilitation . . . . . . . . . . . . . .  605    
    Andrew   K.   Dorsch    ,     Christine   E.   King    , and     Bruce   H.   Dobkin    
     30       BCI-Based Neuroprostheses and Physiotherapies 
for Stroke Motor Rehabilitation . . . . . . . . . . . . . . . . . . . . . . . . .  617    
    Colin   M.   McCrimmon    ,     Po   T.   Wang    ,
     Zoran   Nenadic    , and     An   H.   Do    
Epilogue: What Lies Ahead? . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .  629                                
Index . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .  633