Intelligent Analysis Strategy of Pragmatic Failure in Cross-Cultural Communication Based on Convolution Neural Network

Table 3

Performance comparison of different training algorithms for convolutional neural networks.

Algorithm	Mean square error	Convergence time
Traditional algorithm	4.222e-2	24.1
Improved propagation direction algorithm	1.342e-3	15.2
Propagation algorithm for reducing weight range	3.45e-4	13.7