What part of the brain is affected by Amnesia?

What part of the brain is affected by Amnesia?

Usually, people think of it in terms of what portion of memory is lost, for example short-term or long-term, retrieval etc., but the physical area of the brain can be seen here:

http://library.med.utah.edu/WebPath/CNSHTML/CNS088.html