I have a super basic questions. I am a not really into signal processing (more about physics), but I would like to understand an aspect of linear response function (I think the question fits for this forum).
From my basic understanding, any linear, time invariant, causal system can relate the output $S(t)$ to the input $E(t)$ under the following relations:
$$\begin{equation}S(t)=S(-\infty) + \int_{-\infty}^{+\infty} \chi(t-t') E(t') dt'\label{eq_1} \end{equation}$$
The causality holds when imposing $\chi(u<0)=0$.
Let's consider a very simple case: voltage around an inductance. I have the law: $U=L \frac{d I}{d t}$
If I express $I$ as a function of $U$, I can write down:
$$I(t)=I(-\infty) + \int_{-\infty}^{+\infty} \frac{U(t')}{L} dt'$$
My response function will simply be $\chi(u)=\frac{\Theta(u)}{L}$ (where the heaviside is for causality).
But the system in which $I$ is the input and $U$ the output is also linear. Thus I would expect to be able to express:
$$U(t)=U(-\infty) + \int_{-\infty}^{+\infty} f(t-t') I(t')$$
However because of the derivative on $I$ in the law, I don't find how it is possible.
Am I wrong in my initial statement and \ref{eq_1} ?