I am wondering, if there is an example code doing signal transform using neural network?
I am formulating my question in following steps:
I have a input signal x and its output y. So the x goes through the whole network and eventually becomes y.
So conceptually, if I have a bunch of x and a bunch y, I should be able to converge those weights in the network, such that next time when I throw a new x into the network, a corresponding new y will generated based on the training the network had.
So simply, through training, I will have my own transformeor/operator that turns x into y.
Is there such an code package? Or am I looking for something not existing? The reason is because this problem sound very fitting the neural network nature.
Thanks a lot.