Chinese Journal of Mechanical Engineering

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

Back to article page