Improved SpikeProp for Using Particle Swarm Optimization

Table 1

PSO parameters used in SpikeProp.

Parameters	Values
𝑐1 (𝑔best)	1.0
𝑐2 (𝑝best)	1.0
Δ𝑡 (time interval)	0.1
Number of particles	20
Problem dimension	Based on dataset SpikeProp architecture
Stop condition	SpikeProp minimum error or maximum number of iterations
Range of particles	From −1 to 1 [−1, 1]