Denis Smirnov
Kyiv Polytechnic Institute
Degrees of freedom (mechanics)Deep learningCurse of dimensionalityMachine learningArtificial intelligenceKinematicsComputer scienceMoment (mathematics)Artificial neural networkGradient boosting
Publications 1
#1Yaroslav Smirnov (Kyiv Polytechnic Institute)H-Index: 2
#2Denis Smirnov (Kyiv Polytechnic Institute)
Last. Sergiy YakovenkoH-Index: 18
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Abstract null Deep learning is a relatively new computational technique for the description of the musculoskeletal dynamics. The experimental relationships of muscle geometry in different postures are the high-dimensional spatial transformations that can be approximated by relatively simple functions, which opens the opportunity for machine learning applications. In this study, we challenged general machine learning algorithms with the problem of approximating the posture-dependent moment arm an...