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. 2020 Mar 9;5(10):5150–5159. doi: 10.1021/acsomega.9b04162

Table 1. Network Architecture of Message, Update, and Readout Functionsa.

    message function
update function
readout function
T layer in out BN in out BN in out BN
1 1 751 200 yes 473 200 yes      
  2 200 100 yes 200 100 yes      
  3 100 100 no 100 100 no      
2 1 205 200 yes 200 200 yes      
  2 200 100 yes 200 100 yes      
  3 100 100 no 100 100 no      
3 1 205 200 yes 200 200 yes 1100 300 yes
  2 200 100 yes 200 100 yes 300 200 yes
  3 100 100 no 100 100 no 200 100 yes
  4             100 2 no
a

“In” and “Out” means the number of input and output neurons in the current layer, and “BN” denotes the application of the batch normalization layer.