Together with the database determined and proven, normalization is carried out to eliminate the numerical distinctions between diagnostics, and to map the inputs to an suitable array to facilitate the initialization in the neural network. According to the final results by J.X. Zhu et al.19, the functionality of deep neural community is only weakly dependent on the normalization parameters given that all inputs are mapped to suitable range19. Hence the normalization method is done independently for both tokamaks. As for the two datasets of EAST, the normalization parameters are calculated independently In accordance with distinct coaching sets. The inputs are normalized While using the z-rating approach, which ( X _ rm norm =frac X- rm signify (X) rm std (X) ).
“¥”既作为人民币的书写符号，又代表人民币的币制，还表示人民币的单位“元”。在经济往来和会计核算中用阿拉伯数字填写金额时，在金额首位之前加一个“¥”符号，既可防止在金额前填加数字，又可表明是人民币的金额数量。由于“¥”本身表示人民币的单位，所以，凡是在金额前加了“¥”符号的，金额后就不需要再加“元”字。
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The research is conducted over the J-TEXT and EAST disruption database according to the former work13,51. Discharges in the J-Textual content tokamak are used for validating the performance on the deep fusion element extractor, and also giving a pre-qualified model on J-Textual content for more transferring to predict disruptions within the EAST tokamak. To be sure the inputs of your disruption predictor are retained the identical, forty seven channels of diagnostics are chosen from both of those J-TEXT and EAST respectively, as is demonstrated in Table four.
En el mapa anterior se refleja la frecuencia de uso del término «币号» en los diferentes paises.
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