SOC Estimation of Lithium-Ion Battery for Electric Vehicle Based on Deep Multilayer Perceptron

Table 2

Training errors in different activation functions.

Activation function	DataSet	TrainLoss
Sigmoid	FUDS	5.62
tanh	FUDS	1.37
ReLU	FUDS	0.09
Mish	FUDS	0.35
Sigmoid	BJDST	7.32
tanh	BJDST	2.11
ReLU	BJDST	0.21
Mish	BJDST	0.76