Neural Network Architecture

$L_2$ error

$L_{\infty }$ error

4 × 40

4.4108 × 10⁻³

2.4718 × 10⁻²

4 × 60

2.5752 × 10⁻³

2.0466 × 10⁻²

4 × 80

3.8211 × 10⁻³

9.7091 × 10⁻³

6 × 40

2.3442 × 10⁻³

1.0516 × 10⁻²

6 × 60

2.0714 × 10⁻³

9.6114 × 10⁻³

6 × 80

1.4627 × 10⁻³

7.9951 × 10⁻³

8 × 40

1.2936 × 10⁻³

8.5204 × 10⁻³

8 × 60

9.4174 × 10⁻⁴

5.4987 × 10⁻³

8 × 80

7.2089 × 10⁻⁴

5.1722 × 10⁻³