Artificial Neural Network-Based System for PET Volume Segmentation

Table 2

Evaluation of the effect of different training algorithms on the performance of multilayer feedforward NN with 144-70-1 topology.

Training function	Time (sec)	Performance (MSE)
BFG	58	0.000426
BR	35	3.69e-6
CGB	11	0.0128
CGF	11	0.0156
CGP	13	0.0160
GD	6	0.117
GDM	6	0.100
GDA	6	0.0950
GDX	6	0.0383
LM	27	1.32E-7
OSS	13	0.0198
R	226	0.0503
RP	6	0.0183
SCG	10	0.0154