Design and Application of Deep Belief Network Based on Stochastic Adaptive Particle Swarm Optimization

Table 3

Structural parameters of heterogeneous particle swarm DBN.

Method	PSO-DBN	APSO-DBN	RSAPSO-DBN
Number of hidden layer nodes	15	18	16
Learning rate	0.0536	0.0236	0.0167
Momentum parameter	0.943	0.8931	0.8762
Recognition accuracy	90a.75%	88.25%	93.75%