I am very new signal processing and I am asking this with the expectation that someone gives me a concrete guideline on how to approach my problem.
The problem I need to solve is that I have 2 signals (shown in green and yellow) which look like this as below in original scales
and log scale
Based on the interaction (e.g. cutting each other) of these 2 signals, few features are calculated like i.e. range where both signals are low, the range where signals are up and only a threshold difference in amplitude value but now I need some kind of Machine learning may be RNN or LSTM or 1D CNN. I have a set of pre-calculated values and corresponding signals. Now I am wondering how to apply machine learning techniques while looking at both these signals together.