0000000000711788

AUTHOR

Enrico Chiovetto

showing 3 related works from this author

Tri-dimensional and triphasic muscle organization of whole-body pointing movements.

2010

Previous kinematic and kinetic studies revealed that, when accomplishing a whole-body pointing task beyond arm's length, a modular and flexible organization could represent a robust solution to control simultaneously target pointing and equilibrium maintenance. Here, we investigated the underlying mechanisms that produce such a coordinative kinematic structure. We monitored the activity of a large number of muscles spread throughout subjects' bodies while they performed pointing movements beyond arm's length, either with or without imposition of postural or pointing constraints. Analyses revealed that muscle signals lied on a tri-dimensional hyper-plane and were temporally organized accordi…

AdultMaleFlexibility (anatomy)Computer scienceMovementKinematicsElectromyographymedicineHumansMuscle SkeletalPostural BalanceCommunicationPrincipal Component Analysismedicine.diagnostic_testbusiness.industryMovement (music)ElectromyographyGeneral NeuroscienceMotor controlBody movementMathematical ConceptsBiomechanical PhenomenaElectrophysiologymedicine.anatomical_structureJointsAnklebusinessNeuroscienceAlgorithmsNeuroscience
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''Modulation of Anticipatory Postural Activity For Multiple Conditions of A Whole-body Pointing Task''

2012

Tolambiya, A. | Chiovetto, E. | Pozzo, T. | Thomas, E.; International audience; ''This is a study on associated postural activities during the anticipatory segments of a multijoint movement. Several previous studies have shown that they are task dependant. The previous studies, however, have mostly been limited in demonstrating the presence of modulation for one task condition, that is, one aspect such as the distance of the target or the direction of reaching. Real-life activities like whole-body pointing, however, can vary in several ways. How specific is the adaptation of the postural activities for the diverse possibilities of a whole-body pointing task? We used a classification paradig…

AdultMalemedicine.medical_specialtyCORTEXSupport Vector MachineMovementPostureEMG ANALYSISAdaptation (eye)CLASSIFICATIONTask (project management)Physical medicine and rehabilitationModulation (music)medicineMotor activity''VOLUNTARY MOVEMENTSCommunicationCOORDINATIONbusiness.industryMovement (music)General NeuroscienceTARGET DISTANCEFeed forwardMotor controlBrainElectroencephalographyHUMANSAnticipation PsychologicalCLASSIFICATION''EQUILIBRIUMADJUSTMENTS[ SCCO.NEUR ] Cognitive science/NeurosciencePATTERNSVOLUNTARY MOVEMENTSbusinessPsychologyWhole bodyPsychomotor Performance
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An ensemble analysis of electromyographic activity during whole body pointing with the use of support vector machines.

2011

Import JabRef | WosArea Life Sciences and Biomedicine - Other Topics; International audience; We explored the use of support vector machines (SVM) in order to analyze the ensemble activities of 24 postural and focal muscles recorded during a whole body pointing task. Because of the large number of variables involved in motor control studies, such multivariate methods have much to offer over the standard univariate techniques that are currently employed in the field to detect modifications. The SVM was used to uncover the principle differences underlying several variations of the task. Five variants of the task were used. An unconstrained reaching, two constrained at the focal level and two …

AdultMaleSupport Vector MachineNeural NetworksComputer sciencePosturelcsh:MedicineElectromyographyKinematicsMotor ActivityDIAGNOSISCLASSIFICATIONTask (project management)03 medical and health sciences0302 clinical medicineDiscriminative modelmedicineHumanslcsh:ScienceMuscle SkeletalBiology030304 developmental biologyComputational NeuroscienceMotor Systems0303 health sciencesCOORDINATIONMultidisciplinaryMOVEMENTSmedicine.diagnostic_testbusiness.industryElectromyographylcsh:RUnivariateMotor controlPattern recognitionBiomechanical PhenomenaSupport vector machineKernel methodEQUILIBRIUMPATTERNSARM[SDV.NEU]Life Sciences [q-bio]/Neurons and Cognition [q-bio.NC]lcsh:QArtificial intelligencebusiness030217 neurology & neurosurgeryResearch ArticleNeurosciencePloS one
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