Table 5 The parameters of Elman neural network
From: Online estimation of SOH for lithium-ion battery based on SSA-Elman neural network
Network | Input layers | Hidden layers | Output layers | Epochs | Learning rate |
|---|---|---|---|---|---|
Elman | 5 | 15 | 1 | 500 | 0.0001 |
LSTM | 5 | 50 | 1 | 500 | 0.005 |