Usage of Bang (!) in bash

I am reading the bash source code, and the BNF grammar for bash would be: ::= | '!' | | '!' | '!' ::= '|' | Does this means ! command is a kind of pipe too. ! ls works， however it's the same as ls. ! time ls works too. That's quite different to | pipe. How to use ! in bash? Is it a pipe?