Use of neural networks to maximize the effectiveness of shot putters training
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Дата
2021
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Анотація
The main factors influencing the results of shot put are considered.
The necessity of using modern methods for solving forecasting problems is
substantiated. The method of artificial neural networks with different architecture is
proposed to solve the following problems: finding the percentage of correction of the
shot put technique, finding the subtype of the technique, the activation function of the
sigmoid and the algorithm of reverse propagation of errors for learning networks. A
software package has been developed that allows to find the approximate result of
pushing the shot using the technique of "glide" and "from the ground". Examples of
calculations in the environment Deductor Studio Lite are given.
Опис
Kadatskyi M. Use of neural networks to maximize the effectiveness of shot putters training / M. Kadatskyi ; sci. advisor O. Melnykov // Black Sea Science 2021. Information Technology, Automation and Robotics : рroc. of the Intern. Competition of Student Scientific Works / Odessa Nat. Acad. of Food Technologies ; eds. B. Yegorov, M. Mardar, S. Kotlyk [et al.]. – Odessa : ONAFT, 2021. – P. 51-61 : tabl., fig. – Ref.: 10 tit.
Ключові слова
shot put, neural network, prediction, reverse search method, physical culture, athletics