Let's say we have nice a line built up of two damped oscillators as it displayed on the picture.
What if I say it's possible to predict 700 values of this line using just:
- 30 data points for feeding neural network(which is just half-period)
- using just two fully-connected layers (hence it's not deep network)
- having just three neurons in whole network