This is the type of jounalism that helps make it very difficult for popular but incorrect scientific information to be corrected. Another example of this I know of is how REM sleep is commonly referred to as "dream sleep" (including, unfortunately, on Wikipedia last I checked) although the idea that dreaming happens only or even primarily in REM sleep has been considered disproven for multiple decades now and was based on flawed early studies that continue to be described uncritically long after the serious flaws are well known.
On the topic of books: one really excelent (although old now, mostly written in the early 90s and maybe late 80s IIRC) technical book on brain organization is Pierre Gloor's _The Temporal Lobe and Limbic System_. I haven't looked again recently, but I don't know of a comparable work where a neroscientist tries to lay out in depth (it is a neruoscience text) almost everything known about how the brain works together (it is easy to see why; it is a huge amount of work!).