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A study on the use of a machine learning algorithm for the level 1 trigger decision in the JUNO experiment ispresented.
The use of the area under the ROC curve in the evaluation of machine learning algorithms
Andrew P. Bradley · 1997
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Zelimir Djurcic et al · 2015
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The global trigger with online vertex fitting for low energy neutrino research
Guanghua Gong, Hui Gong, Hongming Li, and Tao Xue · 2015
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SNiPER: an offline software framework for non-collider physics experiments
J. H. Zou, X. T. Huang, W. D. Li, T. Lin, T. Li, K. Zhang, Z. Y. Deng, and G. F. Cao · 2015
Earlier work this paper cites.
Neutrino physics with JUNO
Fengpeng An et al · 2016
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Deep Learning
Ian Goodfellow, Yoshua Bengio, and Aaron Courville · 2016
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Adam: A method for stochastic optimization
Diederik P. Kingma and Jimmy Ba · 2016
Cited alongside, same era.
The application of SNiPER to the juno simulation
Tao Lin, Jiaheng Zou, Weidong Li, Ziyan Deng, Xiao Fang, Guofu Cao, Xingtao Huang, and Zhengyun You · 2017
Cited alongside, same era.
The global control unit for the JUNO front-end electronics
D. Pedretti et al · 2018
Cited alongside, same era.
Yifan Yang and Barbara Clerbaux · 2018
Cited alongside, same era.
”7 series dsp48e1 slice”, March 2018
User guide Xilinx · 2018
Cited alongside, same era.
”vivado design suite tutorial: Programming and debugging”, June 2018
”kintex-7 FPGA’s data sheet:dc and ac switching characteristics”, June 2018
User Product Specification Xilinx · 2018
Later among the works it cites.
Pytorch: An imperative style, high-performance deep learning library
A. Paszke et al · 2019
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Efficient FPGA implementation of multilayer perceptron for real-time human activity classification
Nikhil B. Gaikwad, Varun Tiwari, Avinash Keskar, and N. C. Shivaprakash · 2019
Later among the works it cites.
Capability of detecting low energy events in juno central detector
X. Fang, Y. Zhang, G.H. Gong, G.F. Cao, T. Lin, C.W. Yang, and W.D. Li · 2020
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Embedded readout electronics R&D for the large PMTs in the JUNO experiment
M. Bellato et al · 2021
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Vivado user guide Xilinx · 2018
Cited alongside, same era.