Parameter

Value

Description

net.trainParam.epochs

1000

Maximum number of epochs (cycles)

net.trainParam.goal

1e−5

Performance goal in terms of mean square error

net.trainParam.Ir

0.05

Learning rate

net.trainParam.mc

0.5

Momentum Coefficient

net.trainParam.max_fail

100

Maximum validation value

net.trainParam.mem_reduc

2

Memory requirement specification

net.trainParam.min_grad

1e−50

Minimum Performance Gradient

net.trainParam.time

1000

Maximum training time