Table 1.
Parameters | Parameter's descriptions | Value |
---|---|---|
ηventral | Learning rate in ventral stream | 1.0 × 10−5 |
ηdorsal | Learning rate in dorsal stream | 1.0 × 10−3 |
ηmax | Maximum value of learning rate | 1.0 × 10−1 |
ηmin | Minimum value of learning rate | 1.0 × 10−7 |
Mγ | Proportionality constant of PB units updating rate | 1.0 × 10−2 |
n1 | Size of PB unit 1 | 1 |
n2 | Size of PB unit 2 | 1 |
nv | Size of ventral-like layer | 50 |
nd | Size of dorsal-like layer | 50 |
ξ− | Decreasing rate of learning rate | 0.999999 |
ξ+ | Increasing rate of learning rate | 1.000001 |