0000000001267052

AUTHOR

Daniel Janssen

showing 3 related works from this author

Individuality of movements in music--finger and body movements during playing of the flute.

2013

The achievement of mastery in playing a composition by means of a musical instrument typically requires numerous repetitions and corrections according to the keys and notations of the music piece. Nevertheless, differences in the interpretation of the same music piece by highly skilled musicians seem to be recognizable. The present study investigated differences within and between skilled flute players in their finger and body movements playing the same piece several times on the same and on different days. Six semiprofessional and four professional musicians played an excerpt of Mozart’s Flute Concerto No. 2 several times on three different days. Finger and body movements were recorded by …

AdultMalePostureBiophysicsIndividualityAptitudeExperimental and Cognitive PsychologyMusical instrumentFluteMotor ActivityNotationMotion captureFingersYoung AdultConcertoHumansOrthopedics and Sports MedicineMotor skillCommunicationMovement (music)business.industryGeneral MedicineMiddle AgedBiomechanical PhenomenaFemaleJointsMOZARTNeural Networks ComputerPsychologybusinessAlgorithmsMusicPsychomotor PerformancePsychophysiologyHuman movement science
researchProduct

Diagnosing fatigue in gait patterns by support vector machines and self-organizing maps

2009

The aim of the study was to train and test support vector machines (SVM) and self-organizing maps (SOM) to correctly classify gait patterns before, during and after complete leg exhaustion by isokinetic leg exercises. Ground reaction forces were derived for 18 gait cycles on 9 adult participants. Immediately before the trials 7-12, participants were required to completely exhaust their calves with the aid of additional weights (44.4±8.8kg). Data were analyzed using: (a) the time courses directly and (b) only the deviations from each individual's calculated average gait pattern. On an inter-individual level the person recognition of the gait patterns was 100% realizable. Fatigue recognition …

AdultMaleSelf-organizing mapmedicine.medical_specialtySupport Vector MachineWeight LiftingComputer scienceIndividualityBiophysicsExperimental and Cognitive PsychologyPattern Recognition AutomatedYoung AdultPhysical medicine and rehabilitationmedicineHumansOrthopedics and Sports MedicineGround reaction forceGaitArtificial neural networkMuscle fatiguebusiness.industryBiomechanicsGeneral MedicineGaitBiomechanical PhenomenaSupport vector machineNonlinear DynamicsMuscle FatiguePattern recognition (psychology)Artificial intelligencebusinesshuman activitiesHuman Movement Science
researchProduct

Can Individual Movement Characteristics Across Different Throwing Disciplines Be Identified in High-Performance Decathletes?

2020

Although the individuality of whole-body movements has been suspected for years, the scientific proof and systematic investigation that individuals possess unique movement patterns did not manifest until the introduction of the criteria of uniqueness and persistence from the field of forensic science. Applying the criteria of uniqueness and persistence to the individuality of motor learning processes requires complex strategies due to the problem of persistence in the learning processes. One approach is to examine the learning process of different movements. For this purpose, it is necessary to differentiate between two components of movement patterns: the individual-specific component and …

individuality796 Sportlcsh:BF1-990pattern recognition796 Athletic and outdoor sports and gameslcsh:Psychologymachine learningtransdisciplinary individualityPsychologyhigh-performance sportssupport vector machinemotor learningGeneral PsychologyOriginal ResearchFrontiers in Psychology
researchProduct