Number and sizes of hidden layers for each trained neural network. NN—neural network; AE—autoencoder; FNN—feed-forward NN
NN . | Input . | Input size . | Hidden layers . |
---|---|---|---|
AE | FP | |$L_{FP}=2048$| | 1024, 512, 256, 512, 1024 |
FNN | FP | |$L_{FP}=2048$| | 1024, 512, 256, 128 |
FNN | compressed FP | |$L_z=256$| | 128, 64, 32 |
NN . | Input . | Input size . | Hidden layers . |
---|---|---|---|
AE | FP | |$L_{FP}=2048$| | 1024, 512, 256, 512, 1024 |
FNN | FP | |$L_{FP}=2048$| | 1024, 512, 256, 128 |
FNN | compressed FP | |$L_z=256$| | 128, 64, 32 |
Number and sizes of hidden layers for each trained neural network. NN—neural network; AE—autoencoder; FNN—feed-forward NN
NN . | Input . | Input size . | Hidden layers . |
---|---|---|---|
AE | FP | |$L_{FP}=2048$| | 1024, 512, 256, 512, 1024 |
FNN | FP | |$L_{FP}=2048$| | 1024, 512, 256, 128 |
FNN | compressed FP | |$L_z=256$| | 128, 64, 32 |
NN . | Input . | Input size . | Hidden layers . |
---|---|---|---|
AE | FP | |$L_{FP}=2048$| | 1024, 512, 256, 512, 1024 |
FNN | FP | |$L_{FP}=2048$| | 1024, 512, 256, 128 |
FNN | compressed FP | |$L_z=256$| | 128, 64, 32 |
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