I would disagree, your brain does a lot of pattern-matching, solving a jigsaw actually is brain intensive, but it's using brain skills that we don't usually associate with thinking, even though it definitely is.
Sorry my bad. In my language (french) the word "puzzle" is exclusively used for jigsaw puzzle, for some reason when reading your comment my brain saw jigsaw :-D