Motricité, Fatigue, Coordination, Stic, Santé, Sport

Four general goals, expressed as challenges, are targeted in the M2H project at the levels of fundamental research, clinical research & applications, methodologies of signal analyses and multimodal capturing technologies. They are illustrated in the figure below.

At the fundamental level, our major challenge is to UNDERSTAND the complex causal linkages between perceptual and motor components, between biological and psychological states, between (neuro-) physiological structures and (behavioural) functions. We aim at uncovering the process of assembling (or disassembling) the numerous sensori-motor degrees of freedom of the body into functional (or dysfunctional), efficient (or deficient), stable (or unstable) coordinative structures. The basic knowledge of the various physiological or control structures, together with the neuromuscular, dynamical, or biomechanical constraints that shape them, is a necessary but insufficient condition to reach this goal, which requires the successful integration of these various sensori-motor levels.
At the “translational” level, our challenge is to EVALUATE the formation and degradation of efficiency, understood in our context as the capacity of producing an optimal movement, i.e., a maximal (loco)motor performance with a minimum amount of resources, which results from developmental and learning processes. Efficiency can be observed at the various levels of the sensori-motor chain, from the motor unit recruitment guided by co-activation principles, to the structure of the central command and its optimality and physiological consequences, to the cognitive  — attentional, perceptual, decisional — resources engaged in the task. Deficiencies are consequences of punctate (e.g., stroke, accident, immobility) or chronic (ageing) degradation of the various neural and musculoskeletal interactions elaborated with patience by the organism during its lifespan.
At the methodological level, our main challenge is the development of adequate methods able to ANALYSE the many dimensions characterizing the various sensori-motor subsystems.Our goal is the exploitation, in the specific context of sensori-motor skills, of non-linear time series analyses able to inform students in movement science (including clinicians) about the efficient and/or deficient nature of the observed behaviours. We take advantage in the various areas of human movement of the discoveries by Packard (1980) and Takens (1981) that multidimensional information about a complex dynamical system can be accessed through a uni-dimensional measure providing that it is measured over a sufficiently long period of time.
At the technological level, our main challenge is to DEVELOP specific capturing and rendering systems able not only to measure the multidimensional variables resulting from the interaction between the agent and its environment, but also to accelerate the access to, or the recovery of, expertise. Our main goal is thus to develop customized interfaces exploiting biofeedbacks, virtual reality, and multimodal simulations (haptics, visio, audio) playing the role of skill accelerators during rehabilitation.
Descriptif général :
Here we briefly describe the main goals in each research team or transversal axes.
AGEING
The general goal of the AGEING team is to evaluate the role of movement in the prevention of age-related functional disabilities. This general goal can be decomposed into three operational objectives:
- investigate the relationships between dynamical measures of centre of pressure (COP) fluctuations and parameters quantifying the functional performance of elderly people ;
- exploit the results of the previous transversal and longitudinal studies to find new postural parameters and new analyses of COP signals, allowing a better prediction of functional decline or maintenance in different groups of elderly people;
- evaluate the influence of physical training on health in frail elderly people by means of different vibration solicitations and serious gaming practice on postural responses, muscle strength and bone density.
COORDYN
In the context of everyday functioning of people, while realizing specific task goals, movements involve multiple joints, multiple limbs, and rely on tight relations with the physical surrounding brought by multimodal perception. We aim at understanding the processes by which multiple sensori-motor degrees of freedom are bound into integrated efficient or deficient coordination patterns, and the potential breakdown of these assemblies. Coordination patterns in motor control problems are more the rule than the exception, and are characterized by low dimensional variables defining stable and reproducible relationships among the system’s elements.
The adopted framework focuses on the stability of these coordination patterns, i.e. robustness with respect to disturbances and stochastic deviations. Patterns of coordination, providing the biological system a massive simplification of the control problem of its very many degrees of freedom (joints, muscles, neurons), are captured by one or few collective variables. These variables characterize in a functional context the degree of order among components. For the researcher and the clinician these variables provide a huge compression of information about the state of a given behavioural adaptation, whether healthy or pathological. Our aim is to re-invest well known experimental strategies to better distinguish efficient and deficient behaviour, including the evolution of the adaptation to pathology with rehabilitation programs.
PROPULSYS
Whether an action comprises the accomplishments of an elite athlete, the daily activities of a worker, or the capabilities of a patient with a neuromuscular disorder, all movement involves an interaction between the nervous system and the muscles. Muscles provide the forces necessary for the movement and the nervous system generates the activation signals to mobilize the required muscles at an intensity that is appropriate for the intended action. Although a great deal has been revealed regarding control strategies in the peripheral neuromuscular system, little is known about (1) how the brain, the headquarter of all neuromuscular actions, controls the desired motor output; and (2) how the central nervous system (CNS) adapts to various acute and chronic perturbations, such as fatigue, training or chronic diseases (i.e., disease with significant neuromuscular consequences). Without a good understanding of these concerns, effective treatment of chronic diseases is difficult. The PROPULSYS team focuses on investigating issues related to the questions of the neural control system of propulsive motor actions in humans, especially the association between brain and muscle activation patterns. The most plausible determinants of the neural control of force production in health and disease that merit deeper examination include muscle and brain activation dynamics and their interactions during (loco)motor activities. This information will be of importance for designing rehabilitative treatments and for reducing health care costs by stopping unnecessary treatment at the earliest appropriate stage. The PROPULSYS team is designed to answer the aforementioned fundamental questions that impact rehabilitation services provided to patients with (loco)motor control disorders by taking advantages of specific assistive technological devices for producing efficient motor outputs. Thus, with rehabilitation clinicians and a technology development component, PROPULSYS will develop innovative rehabilitation programs and will examine their abilities to change (loco)motor functions.
RE-ARM
RE-ARM focuses on upper limb movements, including reaching, grasping and manipulating objects. The final purpose of the group is to understand the way the Central Nervous System (CNS) adapts the motor control of the arm to various physiological or pathological conditions, and to make use of these properties to enhance rehabilitation programs.
Fundamental goals: Basing on recent theories concerning sensory-motor regulation of reaching and grasping, we particularly want to explore learning and adaptation capacities of CNS in terms of end point trajectory formation. Inter-joint coordination, grip configuration and muscular synergies will also be taken into consideration. Adaptation will be studied in several conditions including: external constraints (field of forces), internal constraints (bimanual conditions, dual task paradigm), pathology (CNS lesions) or after surgical intervention.
Applied Research: Our goal is to transfer knowledge concerning physiological movements into human pathological conditions, in order to:
- Understand neurological mechanisms underlying movement restoration, adaptation or compensation after lesion;
- Develop new rehabilitation paradigms taking in account these learning mechanisms after neurological lesion
- Develop news technical rehabilitation tools including robotic aids, multi-modal feedbacks and virtual reality
- Develop new quantified methods to assess upper arm movement in clinical conditions

Recording and analysis of human movements, with application to sport and medicine Quantification of motor expertise and movement disorders Quantification of fluency in sensorimotor skills, learning curve, etc… Quantification of neuro-muscular fatigue *Techniques : Force, EMG, H-reflex, M- and v- waves
Kinematic analysis of movement
Real time motion capture for multimodal environments Cardio & respiratory monitoring of adaptation to exercise Non-invasive brain and muscle analysis (Near-Infrared Spectroscopy, NIRS) Electrical stimulation of muscle and nerve Applied multiscale analysis of physiological signals
Applied coordination dynamics

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therapies for neuropathic pain in spinal cord injury patients. Ann Phys Rehabil
Med. 2009 Mar;52(2):188-93. Epub 2009 Jan 22. PubMed PMID: 19909709.
Lagauche D, Facione J, Albert T, Fattal C. The chronic neuropathic pain of
spinal cord injury: which efficiency of neuropathic stimulation? Ann Phys Rehabil
Med. 2009 Mar;52(2):180-7. Epub 2009 Apr 3. PubMed PMID: 19909708.
Goossens D, Dousse M, Ventura M, Fattal C. Chronic neuropathic pain in spinal
cord injury patients: what is the impact of social and environmental factors on
care management? Ann Phys Rehabil Med. 2009 Mar;52(2):173-9. Epub 2009 Jan 24.
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Gault D, Morel-Fatio M, Albert T, Fattal C. Chronic neuropathic pain of
spinal cord injury: what is the effectiveness of psychocomportemental management?
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Fattal C, Kong-A-Siou D, Gilbert C, Ventura M, Albert T. What is the efficacy
of physical therapeutics for treating neuropathic pain in spinal cord injury
patients? Ann Phys Rehabil Med. 2009 Mar;52(2):149-66. Epub 2009 Feb 14. PubMed
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Margot-Duclot A, Tournebise H, Ventura M, Fattal C. What are the risk factors
of occurence and chronicity of neuropathic pain in spinal cord injury patients?
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Le Chapelain L, Perrouin-Verbe B, Fattal C; SOFMER French Society for
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patient: introduction and methodology. Ann Phys Rehabil Med. 2009
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Perrey S. Comments on point: counterpoint: the kinetics of oxygen uptake
during muscular exercise do/do not manifest time-delayed phase. On the
physiological issue of td determination with empirical modeling. J Appl Physiol.
2009 Nov;107(5):1672-3. PubMed PMID: 19899208.

Galano E, Gélis A, Oujamaa L, Dutray A, Pelissier J, Dupeyron A. An atypical
ballistic traumatic cauda equina syndrome with a positive outcome. Focus on
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Perrey S. Comments on point: counterpoint: the kinetics of oxygen uptake
during muscular exercise do/do not manifest time-delayed phases. Profiles of the
muscle fiber recruitment and the time-delayed slow phase. J Appl Physiol. 2009
Nov;107(5):1669. PubMed PMID: 19890033.

Bauchet L, Lonjon N, Perrin FE, Gilbert C, Privat A, Fattal C. Strategies
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Dupeyron A, Perrey S, Micallef JP, Pélissier J. Influence of back muscle
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Lazzari S, Mottet D, Vercher JL. Eye-hand coordination in rhythmical
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Dupeyron A, Lecocq J, Vautravers P, Pélissier J, Perrey S. Muscle
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Audo R, Combe B, Coulet B, Morel J, Hahne M. The pleiotropic effect of TRAIL
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Spinal Cord. 2009 Sep;47(9):651-61. Epub 2009 Apr 7. Review. PubMed PMID:
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Missenard O, Mottet D, Perrey S. Adaptation of motor behavior to preserve
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Bouchara F, Ramdani S. Subpixel edge refinement using deformable models. J
Opt Soc Am A Opt Image Sci Vis. 2009 Apr;26(4):820-32. PubMed PMID: 19340257.
Ramdani S, Bouchara F, Lagarde J. Influence of noise on the sample entropy
algorithm. Chaos. 2009 Mar;19(1):013123. PubMed PMID: 19334987.

Lang PO, Schmitt K, Cankurtaran M, Giannelli S, Blain H. You missed the 5th
EUGMS Congress? All the things which you would have been able to learn! J Nutr
Health Aging. 2009 Apr;13(4):396-400. PubMed PMID: 19300889.

Layec G, Bringard A, Vilmen C, Micallef JP, Le Fur Y, Perrey S, Cozzone PJ,
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investigation of skeletal muscle energetics. Eur J Appl Physiol. 2009
May;106(2):229-42. Epub 2009 Mar 3. PubMed PMID: 19255774.

Gélis A, Fattal C, Dupeyron A, Pérez-Martin A, Colin D, Pelissier J.
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spinal cord injury. Arch Phys Med Rehabil. 2009 Mar;90(3):507-11. PubMed PMID:
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 Perrey S. Origin of the lactate paradox:muscles or brain? Part II. J Appl
Physiol. 2009 Feb;106(2):741-2. PubMed PMID: 19244654.
Gremeaux V, Casillas JM, Benatru I, Herisson C, Perennou D. How do scoliotic
women shrink throughout life? Spine (Phila Pa 1976). 2009 Mar 15;34(6):598-602.
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Delignières D, Torre K. Fractal dynamics of human gait: a reassessment of
the 1996 data of Hausdorff et al. J Appl Physiol. 2009 Apr;106(4):1272-9. Epub
2009 Feb 19. PubMed PMID: 19228991.
Rupp T, Perrey S. Effect of severe hypoxia on prefrontal cortex and muscle
oxygenation responses at rest and during exhaustive exercise. Adv Exp Med Biol.
2009;645:329-34. PubMed PMID: 19227490.

Blain H, Jaussent A, Thomas E, Micallef JP, Dupuy AM, Bernard P,
Mariano-Goulart D, Cristol JP, Sultan C, Rossi M, Picot MC. Low sit-to-stand
performance is associated with low femoral neck bone mineral density in healthy
women. Calcif Tissue Int. 2009 Apr;84(4):266-75. Epub 2009 Feb 14. PubMed PMID:
19219383.

Faugloire E, Bardy BG, Stoffregen TA. (De)stabilization of required and
spontaneous postural dynamics with learning. J Exp Psychol Hum Percept Perform.
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Layec G, Bringard A, Le Fur Y, Vilmen C, Micallef JP, Perrey S, Cozzone PJ,
Bendahan D. Effects of a prior high-intensity knee-extension exercise on muscle
recruitment and energy cost: a combined local and global investigation in humans.
Exp Physiol. 2009 Jun;94(6):704-19. Epub 2009 Jan 16. PubMed PMID: 19151077.

Bauchet L, Lonjon N, Perrin FE, Gilbert C, Privat A, Fattal C. Strategies
for spinal cord repair after injury: A review of the literature and information.
Ann Readapt Med Phys. 2008 Nov 21. [Epub ahead of print] PubMed PMID: 19081649.
Madison G, Delignières D. Auditory feedback affects the long-range
correlation of isochronous serial interval production: support for a closed-loop
or memory model of timing. Exp Brain Res. 2009 Mar;193(4):519-27. Epub 2008 Nov
28. PubMed PMID: 19039581.
Guétin S, Soua B, Voiriot G, Picot MC, Hérisson C. The effect of music
therapy on mood and anxiety-depression: an observational study in
institutionalised patients with traumatic brain injury. Ann Phys Rehabil Med.
2009 Feb;52(1):30-40. Epub 2008 Nov 6. English, French. PubMed PMID: 19027186.
Gautier G, Marin L, Leroy D, Thouvarecq R. Dynamics of expertise level:
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PubMed PMID: 18986720.

Fabre N, Passelergue P, Bouvard M, Perrey S. Comparison of heart rate
deflection and ventilatory threshold during a field cross-country roller-skiing
test. J Strength Cond Res. 2008 Nov;22(6):1977-84. PubMed PMID: 18978612.
Morana C, Ramdani S, Perrey S, Varray A. Recurrence quantification analysis
of surface electromyographic signal: sensitivity to potentiation and
neuromuscular fatigue. J Neurosci Methods. 2009 Feb 15;177(1):73-9. Epub 2008 Oct
8. PubMed PMID: 18955082.

Laffont I, Guillon B, Fermanian C, Pouillot S, Even-Schneider A, Boyer F,
Ruquet M, Aegerter P, Dizien O, Lofaso F. Evaluation of a stair-climbing power
wheelchair in 25 people with tetraplegia. Arch Phys Med Rehabil. 2008
Oct;89(10):1958-64. PubMed PMID: 18929024.

Torre K, Delignières D. Distinct ways of timing movements in bimanual
coordination tasks: contribution of serial correlation analysis and implications
for modeling. Acta Psychol (Amst). 2008 Oct;129(2):284-96. Epub 2008 Sep 16.
PubMed PMID: 18799152.
Viel E, Pellas F, Ripart J, Pélissier J, Eledjam JJ. [Peripheral nerve
blocks and spasticity. Why and how should we use regional blocks?]. Presse Med.
2008 Dec;37(12):1793-801. Epub 2008 Sep 4. Review. French. PubMed PMID: 18775634.
Gélis A, Dupeyron A, Legros P, Benaïm C, Pelissier J, Fattal C. Pressure
ulcer risk factors in persons with SCI: Part I: Acute and rehabilitation stages.
Spinal Cord. 2009 Feb;47(2):99-107. Epub 2008 Sep 2. Review. PubMed PMID:
18762807.
Gélis A, Coudeyre E, Hudry C, Pelissier J, Revel M, Rannou F. Is there an
evidence-based efficacy for the use of foot orthotics in knee and hip
osteoarthritis? Elaboration of French clinical practice guidelines. Joint Bone
Spine. 2008 Dec;75(6):714-20. Epub 2008 Aug 22. PubMed PMID: 18722149.
Blain H, Chavassieux P, Portero-Muzy N, Bonnel F, Canovas F, Chammas M,
Maury P, Delmas PD. Cortical and trabecular bone distribution in the femoral neck
in osteoporosis and osteoarthritis. Bone. 2008 Nov;43(5):862-8. Epub 2008 Jul 29.
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Torre K, Delignières D. Unraveling the finding of 1/f beta noise in
self-paced and synchronized tapping: a unifying mechanistic model. Biol Cybern.
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Lemoine L, Delignières D. Detrended windowed (lag one) autocorrelation: a
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Laffont I, Bensmail D, Lortat-Jacob S, Falaize L, Hutin C, Le Bomin E,
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 Revol M, Cormerais A, Laffont I, Pedelucq JP, Dizien O, Servant JM. Upper
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Apr-Jun;27(2-3):97-103. Epub 2008 May 22. PubMed PMID: 18555725.
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Fattal C, Gault D, Leblond C, Gossens D, Schindler F, Rouays-Mabit H, Fabro
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1. Movement to Health Laboratory (M2H)
 Weekly scientific seminar – Every Thursday morning, 10:30 – 12:00
 Invited international speakers, internal euromov presenters (www.edm.univ-montp1.fr/eng/seminaires.php)

2. Physical Medicine & Rehabilitation, Montpellier & Nîmes Hospitals (CHU-MPR), &
 Movement to Health Laboratory (M2H) Monthly clinical bibliography – Thursday afternoon, fluctuating timing Internal CHU and M2H presenters, guest speakers Nîmes & Montpellier hospitals (visioconferences)

3. Enactive 06
 The third European Conference on Enactive Interfaces
 Montpellier (Corum), 20-21 November 2006 – www.enactive2006.org

4. EuroMov 2008 – Tell me how you move and..!
 First EuroMov Research-Entreprise workshop
 Montpellier (EuroMov Technological Platform), 17 November 2008

5.Robotics and clinical applications 2010
 Regional workshop on robotics and clinical evaluation Montpellier (EuroMov research), 18 March 2010 – www.euromov.eu

6.Interaction Robotics and rehabilitation 2010
 Regional workshop on robotics and rehabilitation around H. Krebs (MIT-Boston) Montpellier (LIRMM / EuroMov research), 18 October 2011

7. 2011 annual conference of the “Club Locomotion et Motricité Rythmique”.

Montpellier (Faculty of Medecine), 16-17 September 2010 - www.clublocomotion.org/

8. SKILLS 2011
 International Conference of the SKILLS european project
 Montpellier (Corum),15-16 December 2011 – www.euromov.eu/skills

In addition to its own scientific equipment (various motion capturing systems for neuroscience, physiology, motor control, biomechanics, and cognitive sciences), M2H supervises the EuroMov Technological Platform (EuroMov-TP). Current users of EuroMov-TP include, in addition to M2H researchers, members of the Performance & Health laboratory (UM1-EA 4206), of the Muscle & Pathologies laboratory (UM1-INSERM ESPRI 25), of the Cardio-vascular Incoherence Dynamics laboratory (UM1-EA 2992), of the Montpellier laboratory of Computer Sciences, Robotics, and Microelectronics (UM2-CNRS UMR 5506), and of the DEMAR – Artificial movement and gait restoration INRIA team.
The EuroMov-TP is large open-space with modular areas (+100m²) with the following principal equipments:
-       A 8 cameras Nexus VICON motion analysis system
-       Various POLHEMUS (including one Liberty) and ASCENSION magnetic tracking systems
-       Cardiopulmonary exercise testing equipments (Fixed and portable gas analyzers + ECG)
-       Several multipurpose data acquisition systems (Biopac, Labview) equipped with high precision sensors (ECG, EMG, goniometers, strain gauges, temperature, pression…)
-       A high speed motorized treadmill (until 25km/h)
-       Various ergometers (including an isokinetic BIODEX system)
-       A local oxygenation measurement system (Near Infra Red Spectroscopy)
-       Customized virtual reality devices for behavioural research in the multi-sensory control of standing, walking, reaching, hitting.
-       Electrostimulation devices for muscle and nerve
-       Altitude simulator
In addition, EuroMov-TP offers access to a full sized indoor athletic track equipped with sensors force plates, clinical evaluation rooms in the nearby Montpellier and Nîmes hospitals and possibility to do some evaluations in ecological space with portable systems (outdoor, workplace).
In 2013, EuroMov-TP will move to the new EuroMov building (www.euromov.eu).

Montpellier

BODYSENS
www.bodysens.com
DIDACT
Didact systèmes
Pierre Foulon
http://didact-systemes.com/
GENIOUS
www.genious.com
IDATE
Laurent Michaud
www.idate.org

France

BIOMETRICS
Biometrics, Orsay
El Mostafa Laassel
www.biometrics.fr/
OXYLANE
Oxylane-Research, Décathlon, Villeneuve d’Asq
Laurent Baly
Matthieu Foissac
www.oxylane.com/

EU

KUKA
KUKA GmbH, Munich
Volker Schmirgel
Uwe Zimmermann
www.kuka-robotics.com/fr/
Germany
LABEIN
Fundacion LABEIN, Bilbao
Teresa Guterriez
www.labein.es/
Spain
OMG
Oxford Metrics Group
Andrew Stoddart
www.omg3d.com/html/index.html
UK

Montpellier

LIRMM
Laboratoire d’Informatique, de Robotique et de Microélectronique de Montpellier
(UM2-CNRS)
Philippe Fraisse
François Pierrot
Stéfano Cerri
www.lirmm.fr
DEMAR
Déambulation et Mouvement Artificiel (INRIA)
David Guiraud
Christine Azevedo
www.lirmm.fr/demar
SUPA
Service Universitaire de Psychiatrie Adulte, CHU Montpellier
Jean-Philippe Boulenger
Delphine Capdeville
Stéphane Raffard
www.chu-montpellier.fr/fr/presentation_colombiere.jsp

France

CIAMS
Complexité, Innovation, et Activités Motrices et Sportives, Université Paris Sud
Isabelle Siegler
Nicolas Benguigui
Brice Isableu
www.staps.u-psud.fr/fr/recherche/ciams.html
INCM
Institut des Neurosciences Cognitives de la Méditerranée
Thierry Chaminade
www.incm.cnrs-mrs.fr/
ISM
Institut des Sciences du Mouvement, Marseille
Antoine Morice
Jean-Louis Vercher
Raoul Huys
www.laps.univ-mrs.fr
LPE
Laboratoire de Physiologie de l’Exercise
Guillaume Millet
HP2
Hypoxie, Physiopathologie cardiovasculaire et respiratoire
INSERM ERI 17, Université Joseph Fourier, Grenoble
Thomas Rupp
Samuel Verges
Bernard Wuyam

EU

CEIT
Centro de Estudiose Investigaciones Tecnicas de Guipuzcoa, San Sebastian
Emilio Sanchez
http://www.ceit.es/
DCU
Dublin City University
School of Health and Human Performance
Johann Issartel
www.dcu.ie/shhp/index.shtml
Irland
DEI
Dipartimento di Ingegneria Dell’Informazione,
Università Degli Studi di Padova, Padova
Federico Avanzini
www.dei.unipd.it
Italy
DLR
Institute of Robotics and Mechatronics, Oberpfaffenhofen
Carsten Preusche
www.robotic.dlr.de
Germany
MPI
Institute for Biological Cybernetics
Max Planck Institute, Tübingen
Heinrich Bülthoff
www.kyb.mpg.de
Germany
PERCRO
Perceptual Robotics Laboratory
Scuola Superiore Sant’Anna, Pisa
Massimo Bergamasco
Carlo Alberto Avizzano
Emanuele Ruffaldi
Antonio Frisoli
http://www.percro.org
Italy
SARC-QUB
Sonic Arts Research Centre, Queen’s University of Belfast
Sile O’Modhrain
Nick Gillian
www.qub.ac.uk/
UK

AUSTRALIA

IHBI
Institute of Health and Biomedical Innovation & School of Human Movement Studies, Queensland University of Technology
Mark Muthalib
http://www.ihbi.qut.edu.au

USA-CANADA

APAL
Affordance Perception & Action Laboratory, University of Minnesota,
Minneapolis, MN
Thomas Stoffregen
Mike Wade
www.cehd.umn.edu/Kin/research/apal/
USA
CCSBS
Center for Complex Systems and Brain Sciences,Human Brain and Behavior Laboratory
Florida Atlantic University, Boca Raton, FL
Scott Kelso
Emanuelle Tognoli
Gonzalo DeGuzman
www.ccs.fau.edu/index.php
USA
CHC
Psychology Department, College of the Holy Cross, Worcester, MA
Richard Schmidt
http://academics.holycross.edu/psychology/
USA
COGSCIENCES
Department of Cognitive Sciences & Linguistics, Brown University,
Providence, RI
Bill Warren
www.cog.brown.edu/
USA
McGILL
Faculty of Music, McGill University, Montreal
Marcelo Wanderley
www.mcgill.ca/music/
Canada
PMDLab
Department of Psychology, University of Cincinnati, OH
Mike Riley
Kevin Shockley
Mike Richardson
Guy van Orden
www.artsci.uc.edu/psychology/
USA

Asia

FUN
Future University, Hakodate
Kiyohide Ito
www.fun.ac.jp/en/
Japon

Middle East

Israël Institute of Technology, Haifa
TECHNION
Daniel Gopher
www1.technion.ac.il/en
Israël

• Sciences du Mouvement Humain