持续更新中。。。

RNN

However, MLP is unable to approximate the functions outside the region. We could use RNN to approximate some periodic functions such as $sin(x)$, and it could be used in time series prediction.

sinx sinxx

We use RNN to approximate $sin(x)$ and $sin(x) * \sqrt[10]{x}$ which respectively shown in the above figures.

For more details, please check blog.