Deep Neural Learning Adaptive Sequential Monte Carlo for Automatic Image and Speech Recognition

Table 1

Results of the applied method and the gradient descent optimizer for image classification.

Method	Mean accuracy (%)	Mean cross entropy	Final test accuracy (%)
The applied method (50, 50)	87.4291	0.3196	89.482
The applied method (150, 100)	87.3806	0.3199	89.482
The applied method (180, 300)	87.4269	0.3193	89.860
The gradient descent method	87.4073	0.3200	89.644