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Table 6 Optimal Neuron number for different algorithms

From: Practical Options for Adopting Recurrent Neural Network and Its Variants on Remaining Useful Life Prediction

Algorithms Optimal Neuron number
RNN_1LAYER 64,32
RNN_2LAYERS 32
RNN_3LAYERS 32
LSTM_1LAYER 128
LSTM_2LAYERS 32
LSTM_3LAYERS 32
Bi_LSTM_1LAYER 32
Bi_LSTM_2LAYERS 64
Bi_LSTM_3LAYERS 64
GRU_1LAYER 128
GRU_2LAYERS 128
GRU_3LAYERS 64