Table 1

Number and sizes of hidden layers for each trained neural network. NN—neural network; AE—autoencoder; FNN—feed-forward NN

NNInputInput sizeHidden layers
AEFP|$L_{FP}=2048$|1024, 512, 256, 512, 1024
FNNFP|$L_{FP}=2048$|1024, 512, 256, 128
FNNcompressed FP|$L_z=256$|128, 64, 32
NNInputInput sizeHidden layers
AEFP|$L_{FP}=2048$|1024, 512, 256, 512, 1024
FNNFP|$L_{FP}=2048$|1024, 512, 256, 128
FNNcompressed FP|$L_z=256$|128, 64, 32
Table 1

Number and sizes of hidden layers for each trained neural network. NN—neural network; AE—autoencoder; FNN—feed-forward NN

NNInputInput sizeHidden layers
AEFP|$L_{FP}=2048$|1024, 512, 256, 512, 1024
FNNFP|$L_{FP}=2048$|1024, 512, 256, 128
FNNcompressed FP|$L_z=256$|128, 64, 32
NNInputInput sizeHidden layers
AEFP|$L_{FP}=2048$|1024, 512, 256, 512, 1024
FNNFP|$L_{FP}=2048$|1024, 512, 256, 128
FNNcompressed FP|$L_z=256$|128, 64, 32
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