In 1949, in a classic paper, Claude Shannon$^\color{red}{\star}$wrote the following:
As we change the message a small amount, the corresponding signal will change a small amount, until some critical value is reached. At this point the signal will undergo a considerable change. In topology it is shown that it is not possible to map a region of higher dimension into a region of lower dimension continuously. It is the necessary discontinuity which produces the threshold effects we have been describing for communication systems.
Emphasis is Shannon's. I assume Shannon is referring to a very well-known theorem in topology. Can anyone tell me which theorem that is?
$\color{red}{\star}$ Claude Elwood Shannon, Communication in the Presence of Noise, Proceedings of the Institute of Radio Engineers, Volume 37, Issue 1, Pages 10-21, January 1949.
Best Answer
This sounds like invariance of domain. This is usually stated something like:
In particular, the image of any injective continuous map $\mathbb{R}^n\rightarrow\mathbb{R}^n$ is locally homeomorphic to $\mathbb{R}^n$. Via the usual inclusion map $\mathbb{R}^m\rightarrow\mathbb{R}^n$ for $m<n$, we get as a corollary that there is no continuous injection from a (nonempty) open subset of $\mathbb{R}^n$ to $\mathbb{R}^m$.