Estimation of trapezoidal-shaped overlapping nuclear pulse parameters based on a deep learning CNN-LSTM model

Ma, X.-K.; Huang, H.-Q.; Ji, X.; Dai, H.-Y.; Wu, J.-H.; Zhao, J.; Yang, F.; Tang, L.; Jiang, K.-M.; Ding, W.-C.; Zhou, W.

doi:10.1107/S1600577521003441

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Figure 1
Comparison of four exponentially overlapping pulses before and after trapezoidal shaping. (a) The dashed line indicates the actual value before the exponential pulse shaping (Input x, x = 1, 2, 3, 4), and the solid line indicates the four exponential overlapping pulses (Input 1 + Input 2 + Input 3 + Input 4) before shaping. (b) The dashed line indicates the actual value of the exponential pulse after trapezoidal shaping (Output x, x = 1, 2, 3, 4), and the solid line indicates the four overlapping pulses after the trapezoidal shaping (Output 1+ Output 2 + Output 3 + Output 4).

JOURNAL OF
SYNCHROTRON
RADIATION

ISSN: 1600-5775

Volume 28| Part 3| May 2021| Pages 910-918

https://doi.org/10.1107/S1600577521003441

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